Publications

Haodong Wang, Qihua Zhou, Zicong Hong, Song Guo (2025). D^2MoE: Dual Routing and Dynamic Scheduling for Efficient On-Device MoE-based LLM Serving. In the 31th Annual International Conference on Mobile Computing and Networking (MobiCom) (CCF-A).

Qianli Liu, Zicong Hong, Peng Li, Fahao Chen, Song Guo (2025). Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management. IEEE International Conference on Computer Communications (INFOCOM) (CCF-A).

Xuan Liu (UG), Jie Zhang, Song Guo, Chengxu Yang, Quanyan Zhu (2025). Exploring Prosocial Irrationality for LLM Agents: A Social Cognition View. The 13th International Conference on Learning Representations (ICLR).

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Peiran Dong, Haowei Li, Song Guo (2025). Durable Quantization Conditioned Misalignment Attack on Large Language Models. The 13th International Conference on Learning Representations (ICLR).

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Haoxi Li, Xueyang Tang, Jie Zhang, Song Guo, Sikai Bai, Peiran Dong, Yue Yu (2025). Causally Motivated Sycophancy Mitigation for Large Language Models. The 13th International Conference on Learning Representations (ICLR).

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Xuan Liu (UG), Siqi Cai, Qihua Zhou, Song Guo, Ruibin Li, Kaiwei Lin (2025). Mjölnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion. In the 39th Annual AAAI Conference on Artificial Intelligence (AAAI) (CCF-A).

Ziming Liu, Jingcai Guo, Song Guo, Xiaocheng Lu (2025). Epsilon: Exploring Comprehensive Visual-Semantic Projection for Multi-Label Zero-Shot Learning. In the 39th Annual AAAI Conference on Artificial Intelligence (AAAI) (CCF-A).

Qihua Zhou, Ruibin Li, Jingcai Guo, Yaodong Huang, Zhenda Xu, Laizhong Cui, Song Guo (2025). DeNC: Unleash Neural Codecs in Video Streaming with Diffusion Enhancement. In the 39th Annual AAAI Conference on Artificial Intelligence (AAAI) (CCF-A).

Peiran Dong, Bingjie Wang, Song Guo, Junxiao Wang, Jie Zhang, Zicong Hong, Xiaoming Wu (2024). Towards Safe Concept Transfer of Multi-Modal Diffusion via Causal Representation Editing. In the 38th Annual Conference on Neural Information Processing Systems (NeurIPS) (CCF-A).

Yunfeng Fan, Wenchao Xu, Haozhao Wang, Song Guo (2024). Cross-modal Representation Flattening for Multi-modal Domain Generalization. In the 38th Annual Conference on Neural Information Processing Systems (NeurIPS) (CCF-A).

Yingchun Wang, Jingcai Guo, Song Guo, Yi Liu, Jie Zhang, Weizhan Zhang (2024). SFP: Spurious Feature-Targeted Pruning for Out-of-Distribution Generalization. ACM International Conference on Multimedia (MM) (CCF-A).

Ruibin Li, Jingcai Guo, Qihua Zhou, Song Guo (2024). FreePIH: Training-Free Painterly Image Harmonization with Diffusion Model. ACM International Conference on Multimedia (MM) (CCF-A).

Yunfeng Fan, Wenchao Xu, Haozhao Wang, Junhong Liu, Song Guo (2024). Detached and Interactive Multimodal Learning. ACM International Conference on Multimedia (MM) (CCF-A).

Yitian Chen, Xuan Liu, Shigeng Zhang, Xinning Chen, Song Guo (2024). Matching Gains with Pays: Effective and Fair Learning in Multi-Agent Public Goods Dilemmas. 27th European Conference on Artificial Intelligence (ECAI)(CCF-B).

Jie Zhang, Song Guo, Xiaosong Ma, Wenchao Xu, Qihua Zhou, Jingcai Guo, Zicong Hong, Jun Shan (2024). Model Decomposition and Reassembly for Purified Knowledge Transfer in Personalized Federated Learning. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Xin Yuan, Ning Li, Kang Wei, Wenchao Xu, Quan Chen, Hao Chen, Song Guo (2024). Mobility and Cost Aware Inference Accelerating Algorithm for Edge Intelligence. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Zhihao Qu, Ninghui Jia, Baoliu Ye, Shihong Hu, Song Guo (2024). FedQClip: Accelerating Federated Learning via Quantized Clipped SGD. IEEE Transactions on Computers (TC) (CCF-A).

Jiangjin Yin, Xin Xie, Hangyu Mao, Song Guo (2024). Efficient Missing Key Tag Identification in Large-scale RFID Systems: An Iterative Verification and Selection Method. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Yi Liu, Song Guo, Jie Zhang, Zicong Hong, Yufeng Zhan, Qihua Zhou (2024). Collaborative Neural Architecture Search for Personalized Federated Learning. IEEE Transactions on Computers (TC) (CCF-A).

Zhijie Rao, Jingcai Guo, Luyao Tang, Yue Huang, Xinghao Ding, Song Guo (2024). SRCD: Semantic Reasoning With Compound Domains for Single-Domain Generalized Object Detection. IEEE Transactions on Neural Networks and Learning Systems (TNNLS) (CCF-A).

Ruibin Li, Ruihuang Li, Song Guo, Lei Zhang (2024). VSource Prompt Disentangled Inversion for Boosting Image Editability with Diffusion Models. The European Conference on Computer Vision (ECCV) (CCF-B).

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Yunfeng Fan, Wenchao Xu, Haozhao Wang, Fushuo Huo, Jinyu Chen, Song Guo (2024). Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality Selection. The European Conference on Computer Vision (ECCV) (CCF-B).

Enyuan Zhou, Song Guo, Zicong Hong, Christian S. Jensen, Yang Xiao, Dalin Zhang, Jinwen Liang, Qingqi Pei (2024). VeriDKG: A Verifiable SPARQL Query Engine for Decentralized Knowledge Graphs. In 50th International Conference on Very Large Data Bases (VLDB) (CCF-A).

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Jingcai Guo, Qihua Zhou, Xiaocheng Lu, Ruibin Li, Ziming Liu, Jie Zhang, Bo Han, Junyang Chen, Xin Xie, Song Guo (2024). ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning. The 33rd International Joint Conference on Artificial Intelligence (IJCAI)（CCF-A）.

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Jiewei Zhang, Song Guo, Peiran Dong, Jie Zhang, Ziming Liu, Yue Yu, Xiaoming Wu (2024). Easing Concept Bleeding in Diffusion via Entity Localization and Anchoring. 41st International Conference on Machine Learning (ICML) (CCF-A).

Xueyang Tang, Song Guo, Jingcai Guo, Jie Zhang, Yue Yu (2024). Causally Motivated Personalized Federated Invariant Learning with Shortcut-Averse Information-Theoretic Regularization. 41st International Conference on Machine Learning (ICML) (CCF-A).

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Jie Zhang, Xiaosong Ma, Song Guo, Peng Li, Wenchao Xu, Xueyang Tang, Zicong Hong (2024). Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models. 41st International Conference on Machine Learning (ICML) (CCF-A).

Sikai Bai, Jie Zhang, Song Guo, Shuaicheng Li, Jingcai Guo, Jun Hou, Tao Han, Xiaocheng Lu (2024). DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning. IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR) (CCF-A).

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Fushuo Huo, Wenchao Xu, Jingcai Guo, Haozhao Wang, Song Guo (2024). C2KD: Bridging the Modality Gap for Cross-Modal Knowledge Distillation. IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR) (CCF-A).

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Tianyu Qi, Yufeng Zhan, Peng Li, Yuanqing Xia (2024). Tomtit: Scalable Hierarchical Federated Fine-Tuning for Giant Models. IEEE International Conference on Computer Communications (INFOCOM) (CCF-A).

Jinyu Chen, Wenchao Xu, Zicong Hong, Song Guo, Haozhao Wang, Jie Zhang, Deze Zeng (2024). OTAS: An Elastic Transformer Serving System via Token Adaptation. IEEE International Conference on Computer Communications (INFOCOM) (CCF-A).

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Liang Wang, Xiaoyang Qu, Jianzong Wang, Guokuan Li, Jiguang Wan, Nan Zhang, Song Guo, Jing Xiao (2024). Gecko: Resource-Efficient and Accurate Queries in Real-Time Video Streams at the Edge. IEEE International Conference on Computer Communications (INFOCOM) (CCF-A).

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Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Song Guo (2024). Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression. IEEE International Conference on Computer Communications (INFOCOM) (CCF-A).

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Chonghe Zhao, Yipeng Zhou, Shengli Zhang, Taotao Wang, Quan Z. Sheng, Song Guo (2024). DEthna: Accurate Ethereum Network Topology Discovery with Marked Transactions. IEEE International Conference on Computer Communications (INFOCOM) (CCF-A).

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Enyuan Zhou, Song Guo, Zhixiu Ma, Zicong Hong, Tao Guo, Peiran Dong (2024). Poisoning Attack on Federated Knowledge Graph Embedding. In The Web Conference (WWW) (CCF-A).

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Rui Zhang, Song Guo, Ping Li (2024). GradFilt: Class-wise Targeted Data Reconstruction from Gradients in Federated Learning. In The Web Conference (WWW) (CCF-A).

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Xueyang Tang, Song Guo, Jie Zhang, Jingcai Guo (2024). Learning Personalized Causally Invariant Representations for Heterogeneous Federated Clients. In the 12th International Conference on Learning Representations (ICLR).

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Zicong Hong, Jian Lin, Song Guo, Sifu Luo, Wuhui Chen, Roger Wattenhofer (2024). ptimus: Warming Serverless ML Inference via Inter-Function Model Transformation. In European Conference on Computer Systems (EuroSys) (CCF-A).

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Yingchun Wang, Song Guo, Jingcai Guo, Weizhan Zhang, Jie Zhang, Qing Hua Zheng, Yuanhong Zhang (2024). Data Quality-aware Mixed-precision Quantization via Hybrid Reinforcement Learning. IEEE Transactions on Neural Networks and Learning Systems (TNNLS) (CCF-B).

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Fushuo Huo, Wenchao Xu, Song Guo, Jingcai Guo, Haozhao Wang, Ziming Liu, Xiaocheng Lu (2024). ProCC: Progressive Cross-primitive Compatibility for Open-World Compositional Zero-Shot Learning. In the 38th Annual AAAI Conference on Artificial Intelligence (AAAI) (CCF-A).

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Qihua Zhou, Jingcai Guo, Song Guo, Ruibin Li, Jie Zhang, Bingjie Wang, Zhenda Xu (2024). On the Robustness of Neural-enhanced Video Streaming Against Adversarial Attacks. In the 38th Annual AAAI Conference on Artificial Intelligence (AAAI) (CCF-A).

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Fushuo Huo, Wenchao Xu, Jingcai Guo, Haozhao Wang, Yunfeng Fan (2024). Non-Exemplar Online Class-incremental Continual Learning via Dual-prototype Self-augment and Refinement. In the 38th Annual AAAI Conference on Artificial Intelligence (AAAI) (CCF-A).

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Sikai Bai, Shuaicheng Li, Weiming Zhuang, Jie Zhang, Kunlin Yang, Jun Hou, Shuai Yi, shuai zhang, Junyu Gao (2024). Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators. In the 38th Annual AAAI Conference on Artificial Intelligence (AAAI) (CCF-A).

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Jingcai Guo, Han Wang, Yuanyuan Xu, Wenchao Xu, Yufeng Zhan, Yuxia Sun, Song Guo (2024). Multimodal Dual-embedding Networks for Malware Open-set Recognition. IEEE Transactions on Neural Networks and Learning Systems (TNNLS) (CCF-B).

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Gepeng Zhu, Haipeng Yao, Tianle Mai, Zunliang Wang, Di Wu, Song Guo (2024). Fission Spectral Clustering Strategy For UAV Swarm Networks. Transactions on Services Computing (TSC) (CCF-A).

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Dongyuan Su, Yipeng Zhou, Laizhong Cui, Song Guo (2024). Boosting Dynamic Decentralized Federated Learning by Diversifying Model Sources. Transactions on Services Computing (TSC) (CCF-A).

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Weiting Zhang, Mingyang Zhao, Zhuoyu Sun, Chuan Zhang, Jinwen Liang, Liehuang Zhu, Song Guo (2024). VSpatial: Enabling Private and Verifiable Spatial Keyword-based Positioning in 6G-oriented IoT. IEEE Journal on Selected Areas in Communications (JSAC) (CCF-A).

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Meiling Dai, Shaoyong Guo, Song Guo, Sujie Shao, Xuesong Qiu (2024). Trusted Sharing of Computing Power Resources: Benefit-Driven Heterogeneous Network Service Provision Mechanism. IEEE Transactions on Services Computing (TSC) (CCF-A).

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Yalong Xiao, Junfeng Zhu, Shigeng Zhang, Xuan Liu, Song Guo (2024). Towards Real-Time Inference Offloading with Distributed Edge Computing: the Framework and Algorithms. IEEE Transactions on Mobile Computers (TMC) (CCF-A).

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Leijie Wu, Song Guo, Yaohong Ding, Junxiao Wang, Wenchao Xu, Yufeng Zhan, Anne-Marie Kermarrec (2024). Rethinking Personalized Client Collaboration in Federated Learning. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Quan Chen, Song Guo, Wenchao Xu, Jing Li, Kang Wei, Zhipeng Cai, Hong Gao (2024). Peak AoI Minimization with Directional Charging for Data Collection at Wireless-Powered Network Edge. IEEE Transactions on Services Computing (TSC) (CCF-A).

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Qihua Zhou, Song Guo, Jun Pan, Jiacheng Liang, Jingcai Guo, Zhenda Xu, Jingren Zhou (2024). PASS: Patch Automatic Skip Scheme for Efficient On-device Video Perception. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) (CCF-A).

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Jing Li, Song Guo, Weifa Liang, Jianping Wang, Quan Chen, Wenchao Xu, Kang Wei, Xiaohua Jia (2024). Mobility-Aware Utility Maximization in Digital Twin-Enabled Serverless Edge Computing. IEEE Transactions on Computers (TC) (CCF-A).

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Kaimin Wei, Guozi Qi, Zhetao Li, Song Guo, Jinpeng Chen (2024). Group Task Recommendation in Mobile Crowdsensing: An Attention-based Neural Collaborative Approach. IEEE Transactions on Mobile Computers (TMC) (CCF-A).

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Haotian Deng, Jinwen Liang, Ximeng Liu, Liehuang Zhu, Song Guo (2024). FutureDID: A Fully Decentralized Identity System with Multi-Party Verification. IEEE Transactions on Computers (TC) (CCF-A).

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Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Quan Z. Sheng, Yinggui Wang, Song Guo (2024). Fast-Convergent Wireless Federated Learning: A Voting Based Topk Model Compression Approach. IEEE Journal on Selected Areas in Communications (JSAC) (CCF-A).

Yifan Shi, Kang Wei, Li Shen, Jun Li, Xueqian Wang, Bo Yuan, Song Guo (2024). Efficient Federated Learning with Enhanced Privacy via Lottery Ticket Pruning in Edge Computing. IEEE Transactions on Mobile Computers (TMC) (CCF-A).

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Rongxin Han, Jingyu Wang, Qi Qi, Dezhi Chen, Zirui Zhuang, Haifeng Sun, Xiaoyuan Fu, Jianxin Liao, Song Guo (2024). Dynamic Network Slice for Bursty Edge Traffic. IEEE/ACM Transactions on Networking (TON) (CCF-A).

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Yi Liu, Song Guo, Yufeng Zhan, Leijie Wu, Zicong Hong, Qihua Zhou (2024). Chiron: A Robustness-aware Incentive Scheme for Edge Learning via Hierarchical Reinforcement Learning. IEEE Transactions on Mobile Computers (TMC) (CCF-A).

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Duyu Chen, Wenchao Xu, Haozhao Wang, Yining Qi,, Ruixuan Li, Pan Zhou, Song Guo (2024). Caching User-Generated Content in Distributed Autonomous Networks via Contextual Bandit. IEEE Transactions on Mobile Computers (TMC) (CCF-A).

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Jing Li, Song Guo, Weifa Liang, Jie Wu, Quan Chen, Zichuan Xu, Wenzheng Xu, Jianping Wang (2024). AoI-Aware, Digital Twin-Empowered IoT Query Services in Mobile Edge Computing. IEEE/ACM Transactions on Networking (TON) (CCF-A).

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Fuyuan Song, Jinwen Liang, Chuan Zhang, Zhangjie Fu, Zheng Qin, Song Guo (2024). Achieving Efficient and Privacy-Preserving Location-Based Task Recommendation in Spatial Crowdsourcing. IEEE Transactions on Dependable and Secure Computing (TDSC) (CCF-A).

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Peiran Dong, Song Guo, Junxiao Wang, Bingjie Wang, Jiewei Zhang, Ziming Liu (2023). Towards Test-Time Refusals via Concept Negation. In the 37th Annual Conference on Neural Information Processing Systems (NeurIPS) (CCF-A).

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Xiaosong Ma, Jie Zhang, Song Guo, Wenchao Xu (2023). SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models. In the 37th Annual Conference on Neural Information Processing Systems (NeurIPS) (CCF-A).

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Shenghai Yuan, Jijia Chen, Jiaqi Li, Wenchao Jiang, Song Guo (2023). LHNet: A Low-cost Hybrid Network for Single Image Dehazing. In ACM International Conference on Multimedia (MM) (CCF-A).

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Zicong Hong, Song Guo, Enyuan Zhou, Wuhui Chen, Huawei Huang, Albert Zomaya (2023). GriDB: Scaling Blockchain Database via Sharding and Off-Chain Cross-Shard Mechanism. In 49th International Conference on Very Large Data Bases (VLDB) (CCF-A).

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Peiran Dong, Song Guo, Junxiao Wang (2023). Investigating Trojan Attacks on Pre-trained Language Model-powered Database Middleware. In 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) (CCF-A).

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Jie Zhang, Xiaosong Ma, Song Guo, Wenchao Xu (2023). Towards Unbiased Training in Federated Open-world Semi-supervised Learning. In 40th International Conference on Machine Learning (ICML) (CCF-A).

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Feijie Wu, Song Guo, Zhihao Qu, Shiqi He, Ziming Liu, Jing Gao (2023). Anchor Sampling for Federated Learning with Partial Client Participation. In 40th International Conference on Machine Learning (ICML) (CCF-A).

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Shijing Yuan, Hongtao Lv, Hongze Liu, Chentao Wu, Song Guo, Zhi Liu, Hongyang Chen, Jie Li (2023). TradeFL: A Trading Mechanism for Cross-Silo Federated Learning. In 43rd IEEE International Conference on Distributed Computing Systems (ICDCS) (CCF-B).

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Zhenda Xu, Jiahao Hu, Qiang Gao, Donghua Hang, Qihua Zhou, Song Guo, Aiqian Gan (2023). Development of Deep Learning Algorithms for Automated Scoliosis and Abnormal Posture Screening Using 2D Back Image. In IEEE International Conference on Multimedia and Expo (ICME) (CCF-B).

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Quan Chen, Song Guo, Wenchao Xu, Jing Li, Tuo Shi, Zhipeng Cai, Hong Gao (2023). Optimizing Average AoI with Directional Charging for Wireless-Powered Network Edge. In IEEE/ACM International Symposium on Quality of Service (IWQoS) (CCF-B).

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Yunfeng Fan, Wenchao Xu, Haozhao Wang, Junxiao Wang, Song Guo (2023). PMR: Prototypical Modal Rebalance for Multimodal Learning. In IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR) (CCF-A).

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Xiaocheng Lu, Song Guo, Ziming Liu, Jingcai Guo (2023). Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning. In IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR) (CCF-A).

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Ziming Liu, Song Guo, Xiaocheng Lu, Jingcai Guo, Jiewei Zhang, Yue Zeng, Fushuo Huo (2023). (ML)2P-Encoder: On Exploration of Channel-class Correlation for Multi-label Zero-shot Learning. In IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR) (CCF-A).

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Zicong Hong, Song Guo, Enyuan Zhou, Jianting Zhang, Chen Wuhui, Jinwen Liang, Jie Zhang, Albert Zomaya (2023). PROPHET: Conflict-Free Sharding Blockchain via Byzantine-Tolerant Deterministic Ordering. In IEEE Conference on Computer Communications (INFOCOM) (CCF-A).

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Quan Chen, Kaijia Wang, Song Guo, Tuo Shi, Jing Li, Zhipeng Cai, Albert Zomaya (2023). Latency-Optimal Pyramid-based Joint Communication and Computation Scheduling for Distributed Edge Computing. In IEEE Conference on Computer Communications (INFOCOM) (CCF-A).

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Tao Guo, Song Guo, Junxiao Wang (2023). pFedPrompt: Learning Personalized Prompt for Vision-Language Models in Federated Learning. In The ACM Web Conference (WWW) (CCF-A).

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Qihua Zhou, Song Guo, Jun Pan, Jiacheng Liang, Zhenda Xu, Jingren Zhou (2023). PASS: Patch Automatic Skip Scheme for Efficient Real-time Video Perception on Edge Devices. In the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI) (CCF-A).

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Xuan Liu (UG), Siqi Cai, Lin Li, Rui Zhang, Song Guo (2023). MGIA: Mutual Gradient Inversion Attack In Multi-modal Federated Learning. In the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI) (CCF-A, Student Abstract and Poster Program).

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Jingcai Guo, Song Guo, Qihua Zhou, Ziming Liu, Xiaocheng Lu, Fushuo Huo (2023). Graph Knows Unknowns: Reformulate Zero-shot Learning as Sample-level Graph Recognition. In the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI) (CCF-A).

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Chuan Zhang, Mingyang Zhao, Jinwen Liang, Qing Fan, Liehuang Zhu, Song Guo (2023). NANO: Cryptographic Enforcement of Readability and Editability Governance in Blockchain Databases. IEEE Transactions on Dependable and Secure Computing (TDSC) (CCF-A).

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Yue Zeng, Baoliu Ye, Bin Tang, Sanglu Lu, Feng Xu, Song Guo, Zhihao Qu (2023). Mobility-aware Proactive Flow Setup in Software-Defined Mobile Edge Networks. IEEE Transactions on Communications (TCOM) (CCF-B).

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Fushuo Huo, Ziming Liu, Jingcai Guo, Wenchao Xu, Song Guo (2023). UTDNet: A Unified Triplet Decoder Network for Multimodal Salient Object Detection. Neural Networks (CCF-B).

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Tao Guo, Song Guo, Feijie Wu, Wenchao Xu, Jiewei Zhang, Qihua Zhou, Quan Chen, Weihua Zhuang (2023). Tree Learning: Towards Promoting Coordination in Scalable Multi-Client Training Acceleration. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Quan Chen, Song Guo, Kaijia Wang, Wenchao Xu, Jing Li, Zhipeng Cai, Hong Gao, Albert Zomaya (2023). Towards Real-Time Inference Offloading with Distributed Edge Computing: the Framework and Algorithms. IEEE Transactions on Mobile Computers (TMC) (CCF-A).

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Jie Zhang, Song Guo, Jingcai Guo, Deze Zeng, Jingren Zhou, Albert Zomaya (2023). Towards Data-independent Knowledge Transfer in Model-heterogeneous Federated Learning. IEEE Transactions on Computers (TC) (CCF-A).

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Yue Zeng, Zhihao Qu, Song Guo, Bin Tang, Baoliu Ye, Jing Li, Jie Zhang (2023). RuleDRL: Reliability-Aware SFC Provisioning with Bounded Approximations in Dynamic Environments. IEEE Transactions on Services Computing (TSC) (CCF-A).

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Tao Guo, Song Guo, Junxiao Wang, Wenchao Xu (2023). PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models - Federated Learning in Age of Foundation Model. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Chuan Zhang, Xingqi Luo, Jinwen Liang, Ximeng Liu, Liehuang Zhu, Song Guo (2023). POTA: Privacy-Preserving Online Multi-Task Assignment With Path Planning. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Peng Yu, Junye Zhang, Honglin Fang, Li Wenjing, Lei Feng, Fanqin Zhou, Pei Xiao, Song Guo (2023). Mobile Collaborative Learning over Opportunistic Internet of Vehicles. IEEE Journal on Selected Areas in Communications (JSAC) (CCF-A).

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Wenchao Xu, Haozhao Wang, Zhaoyi Lu, Cunqing Hua, Nan Cheng, Song Guo (2023). Mobile Collaborative Learning over Opportunistic Internet of Vehicles. Transactions on Mobile Computing (TMC) (CCF-A).

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Leijie Wu, Song Guo, Zicong Hong, Yi Liu, Wenchao Xu, Yufeng Zhan (2023). Long-term Adaptive VCG Auction Mechanism for Sustainable Federated Learning with Periodical Client Shifting. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Hao Dong, Cunqing Hua, Lingya Liu, Wenchao Xu, Song Guo, Rahim Tafazolli (2023). Joint Beamformer Design and User Scheduling for Integrated Terrestrial-Satellite Networks. IEEE Transactions on Wireless Communications (TWC) (CCF-B).

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Feijie Wu, Song Guo, Haozhao Wang, Haobo Zhang, Zhihao Qu, Jie Zhang, Ziming Liu (2023). From Deterioration to Acceleration: A Calibration Approach to Rehabilitating Step Asynchronism in Federated Optimization. IEEE Transactions on Parallel and Distributed Systems (TPDS) (CCF-A).

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Jing Li, Song Guo, Weifa Liang, Jianping Wang, Quan Chen, Yue Zeng, Xiaohua Jia (2023). Digital Twin-Enabled Service Provisioning in Continual Edge Learning. IEEE Transactions on Mobile Computers (TMC) (CCF-A).

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Jiating Ma, Yipeng Zhou, Laizhong Cui, Song Guo (2023). An Optimized Sparse Response Mechanism for Differentially Private Federated Learning. IEEE Transactions on Dependable and Secure Computing (TDSC) (CCF-A).

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Jian Zheng, Huawei Huang, Canlin Li, Zibin Zheng, Song Guo (2023). Adaptive Double-Spending Attacks on PoW-based Blockchains. IEEE Transactions on Dependable and Secure Computing (TDSC) (CCF-A).

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Qihua Zhou, Song Guo, Yi Liu, Jie Zhang, Jiewei Zhang, Tao Guo, Zhenda Xu, Zhihao Qu (2022). Hierarchical Channel-spatial Encoding for Communication-efficient Collaborative Learning. In the 36th Annual Conference on Neural Information Processing Systems (NeurIPS) (CCF-A).

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Canlin Li, Huawei Huang, Yetong Zhao, Xiaowen Peng, Ruijie Yang, Zibin Zheng, Song Guo (2022). Achieving Scalability and Load Balance across Blockchain Shards for State Sharding. In the 41st International Symposium on Reliable Distributed Systems (SRDS) (CCF-B).

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Rongxin Han, Dezhi Chen, Song Guo, Xiaoyuan Fu, Jingyu Wang, Qi Qi, Jianxin Liao (2022). Parallel Network Slicing for Multi-SP Services. In the 51st International Conference on Parallel Processing (ICPP) (CCF-B).

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Xueyang Tang, Song Guo, Jingcai Guo (2022). Personalized Federated Learning with Contextualized Generalization. In the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI) (CCF-A).

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Rui Zhang, Song Guo, Junxiao Wang, Xin Xie, Dacheng Tao (2022). A Survey on Gradient Inversion: Attacks, Defenses and Future Directions. In the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI) (CCF-A).

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Leijie Wu, Song Guo, Yi Liu, Zicong Hong, Yufeng Zhan, Wenchao Xu (2022). Sustainable Federated Learning with Long-term Online VCG Auction Mechanism. In IEEE International Conference on Parallel and Distributed Systems (ICDCS) (CCF-B).

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Feijie Wu, Shiqi He, Song Guo, Zhihao Qu, Haozhao Wang, Weihua Zhuang, Jie Zhang (2022). Sign Bit is Enough: A Learning Synchronization Framework for Multi-hop All-reduce with Ultimate Compression. In The 59th Design Automation Conference (DAC) (CCF-A).

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Quan Chen, Song Guo, Wenchao Xu, Zhipeng Cai, Lianglun Cheng, Hong Gao (2022). AoI Minimization Charging at Wireless-Powered Network Edge. In IEEE International Conference on Parallel and Distributed Systems (ICDCS) (CCF-B).

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Fahao Chen, Peng Li, Celimuge Wu, Song Guo (2022). Hare: Exploiting Inter-job and Intra-job Parallelism of Distributed Machine Learning on Heterogeneous GPUs. In the 31st ACM Symposium 52 on High-Performance Parallel and Distributed Computing (HPDC) (CCF-B).

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Zicong Hong, Song Guo, Rui Zhang, Peng Li, Yufeng Zhan, Wuhui Cheng (2022). CYCLE: Sustainable Off-Chain Payment Channel Network with Asynchronous Rebalancing. In the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) (CCF-B).

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Xiaosong Ma, Jie Zhang, Song Guo, Wenchao Xu (2022). Layer-wised Model Aggregation for Personalized Federated Learning. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (CCF-A).

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Yuepeng Li, Deze Zeng, Lin Gu, Kun Wang, Song Guo (2022). On the Joint Optimization of Function Assignment and Communication Scheduling toward Performance Efficient Serverless Edge Computing. In IEEE/ACM International Symposium on Quality of Service (IWQoS) (CCF-B).

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Yanjie Dong, Haijun Zhang, Jianqiang Li, F. Richard Yu, Song Guo, Victor C. M. Leung (2022). An Online Throughput Maximization for Green Coordinated Multi-piont System. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (CCF-B).

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Junxiao Wang, Song Guo, Xin Xie, Heng Qi (2022). Protect Privacy from Gradient Leakage Attack in Federated Learning. In IEEE Conference on Computer Communications (INFOCOM) (CCF-A).

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Huawei Huang, Xiaowen Peng, Jianzhou Zhan, Shenyang Zhang, Yue Lin, Zibin Zheng, Song Guo (2022). BrokerChain: A Cross-Shard Blockchain Protocol for Account/Balance-based State Sharding. In IEEE Conference on Computer Communications (INFOCOM) (CCF-A).

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Junxiao Wang, Song Guo, Xin Xie, Heng Qi (2022). Federated Unlearning via Class-Discriminative Pruning. In The Web Conference (WWW) (CCF-A).

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Ziming Liu, Song Guo, Jingcai Guo, Yuanyuan Xu, Fushuo Huo (2022). Towards Unbiased Multi-label Zero-Shot Learning with Pyramid and Semantic Attention. IEEE Transactions on Multimedia (TMM) (CCF-B).

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Xiaojie Wang, Zhaolong Ning, Lei Guo, Song Guo, Xinbo Gao (2022). Towards Predictive Forwarding Strategy in Vehicular Named Data Networking. IEEE Transactions on Parallel and Distributed Systems (TPDS) (CCF-A).

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Zicong Hong, Song Guo, Peng Li (2022). Scaling Blockchain via Layered Sharding. IEEE Journal on Selected Areas in Communications (JSAC) (CCF-A).

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Zijing Ma, Shigeng Zhang, Jia Liu, Xuan Liu, Weiping Wang, Jianxin Wang, Song Guo (2022). RF-Siamese: Approaching Accurate RFID Gesture Recognition With One Sample. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Shigeng Zhang, Zijing Ma, Chengwei Yang, Xuan Liu (External), Xiaoyan Kui, Weiping Wang, Jianxin Wang, Song Guo (2022). Real-time and Accurate Gesture Recognition with Commercial RFID Devices. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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A-Long Jin, Wenchao Xu, Song Guo, Bing Hu, Kwan Yeung (2022). PS+: A Simple yet Effective Framework for Fast Training on Parameter Server. IEEE Transactions on Computers (TC) (CCF-A).

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Xianzhi Zhang, Yipeng Zhou, Di Wu, Miao Hu, Xi Zheng, Min Chen, Song Guo (2022). Optimizing Video Caching at the Edge: A Hybrid Multi-Point Process Approach. IEEE Transactions on Parallel and Distributed Systems (TPDS) (CCF-A).

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Zeyu Qin, Haipeng Yao, Tianle Mai, Di Wu, Ni Zhang, Song Guo (2022). Multi-Agent Reinforcement Learning Aided Computation Offloading in Aerial Computing for the Internet-of-Things. IEEE Transactions on Services Computing (TSC) (CCF-A).

Enyuan Zhou, Zicong Hong, Yang Xiao, Dongxiao Zhao, Qingqi Pei, Song Guo (2022). MSTDB- A Hybrid Storage-empowered Scalable Semantic Blockchain Database. IEEE Transactions on Knowledge and Data Engineering (TKDE) (CCF-A).

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Xuan Liu, Xinning Chen, Qiuying Yang, Shigeng Zhang, Song Guo, Juan Luo, Kenli Li (2022). More Than Scheduling: Novel and Efficient Coordination Algorithms for Multiple readers in RFID Systems. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Xiaojie Wang, Zhaolong Ning, Song Guo, Miaowen Wen, Vincent Poor (2022). Minimizing the Age-of-Critical-Information: An Imitation Learning-based Scheduling Approach Under Partial Observations. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Xiaojie Wang, Zhaolong Ning, Lei Guo, Song Guo, Xinbo Gao, Guoyin Wang (2022). Mean-Field Learning for Edge Computing in Mobile Blockchain Networks. IEEE Transactions on Mobile Computin (TMC) (CCF-A).

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Yufeng Zhan, Peng Li, Leijie Wu, Song Guo (2022). L4L: Experience-Driven Computational Resource Control in Federated Learning. IEEE Transactions on Computers (TC) (CCF-A).

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Haozhao Wang, Song Guo, Bin Tang, Ruixuan Li, Yutong Yang, Zhihao Qu, Yi Wang (2022). Heterogeneity-aware Gradient Coding for Tolerating and Leveraging Stragglers. IEEE Transactions on Computers (TC) (CCF-A).

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Shigeng Zhang, Zijing Ma, Kaixuan Lu, Xuan Liu, Jia Liu, Song Guo, Albert Y. Zomaya, Jian Zhang, Jianxin Wang (2022). HearMe: Accurate and Real-time Lip Reading based on Commercial RFID Devices. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Haojun Teng, Zhetao Li, Kun Cao, Saiqin Long, Song Guo, Anfeng Liu (2022). Game Theoretical Task Offloading for Profit Maximization in Mobile Edge Computing. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Huawei Huang, Zhengyu Yue, Xiaowen Peng, Liuding He, Wuhui Chen, Hong-Ning Dai, Zibin Zheng, Song Guo (2022). Elastic Resource Allocation against Imbalanced Transaction Assignments in Sharding-based Permissioned Blockchains. IEEE Transactions on Parallel and Distributed Systems (TPDS) (CCF-A).

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Yuxuan Liang, Chen Li, Jin Zhao, Yangqing Zeng, Hang Hu, Yu Zhang, Fubing Mao, Xiaofei Liao, Ji Zhang, Lin Gu, Song Guo, Hai Jin, Haikun Liu, Biao Wang, (2022). EGraph: Efficient Concurrent GPU-based Large-scale Dynamic Graph Processing. IEEE Transactions on Knowledge and Data Engineering (TKDE) (CCF-A).

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Xin Xie, Xiulong Liu, Junxiao Wang, Song Guo, Heng Qi, Keqiu Li (2022). Efficient Integrity Authentication Scheme for Large-scale RFID Systems. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Yuepeng Li, Deze Zeng, Lin Gu, Quan Chen, Song Guo, Albert Zomaya, Minyi Guo (2022). Efficient and Secure Deep Learning Inference in Trusted Processor enabled Edge Clouds. IEEE Transactions on Parallel and Distributed Systems (TPDS) (CCF-A).

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Jing Li, Song Guo, Weifa Liang, Quan Chen, Zichuan Xu, Wenzheng Xu, Albert Y. Zomaya (2022). Digital Twin-Assisted, SFC-Enabled Service Provisioning in Mobile Edge Computing. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Junbo Wang, Amitangshu Pal, Kaiming Zhu, Krishna Kant, Song Guo (2022). Collaborative Machine Learning: Schemes, Robustness and Privacy. IEEE Transactions on Neural Networks and Learning Systems (TNNLS) (CCF-B).

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Jing Li, Weifa Liang, Wenzheng Xu, Zichuan Xu, Xiaohua Jia, Albert Y. Zomaya, Song Guo (2022). Budget-Aware User Satisfaction Maximization on Service Provisioning in Mobile Edge Computing. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Yanjie Dong, Haijun Zhang, Jianqiang Li, F. Richard Yu, Song Guo, Victor C. M. Leung (2022). An Online Zero-Forcing Precoder for Weighted Sum-Rate Maximization in Green CoMP Systems. IEEE Transactions on Wireless Communications (TWC) (CCF-B).

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Jie Zhang, Song Guo, Zhihao Qu, Deze Zeng, Haozhao Wang, Qifeng Liu, Albert Zomaya (2022). Adaptive Vertical Federated Learning on Unbalanced Features. IEEE Transactions on Parallel and Distributed Systems (TPDS) (CCF-A).

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Xin Xie, Xiulong Liu, Heng Qi, Song Guo, Keqiu Li (2022). A Tag-correlation-based Approach to Fast Identification of Group Tags. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Chuntao Ding, Yidong Li, Zhichao Lu, Shangguang Wang, Song Guo (2022). A Resource-Efficient Feature Extraction Framework for Image Processing in IoT Devices. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Jie Zhang, Song Guo, Xiaosong Ma, Haozhao Wang, Wenchao Xu, Feijie Wu (2021). Parameterized Knowledge Transfer for Personalized Federated Learning. In Conference on Neural Information Processing Systems (NeurIPS) (CCF-A).

Yuepeng Li, Deze Zeng, Lin Gu, Quan Chen, Song Guo, Albert Zomaya, Minyi Guo (2021). Lasagna: Accelerating Secure Deep Learning Inference in SGX-enabled Edge Cloud. In ACM Symposium on Cloud Computing (SoCC) (CCF-B).

Qihua Zhou, Song Guo, Zhihao Qu, Jingcai Guo, Zhenda Xu, Jiewei Zhang, Tao Guo, Boyuan Luo, Jingren Zhou (2021). Octo: INT8 Training with Loss-aware Compensation and Backward Quantization for Tiny On-device Learning. In USENIX Annual Technical Conference (ATC) (CCF-A).

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Xiang Yang, Qi Qi, Jingyu Wang, Song Guo, Jianxin Liao (2021). Towards Efficient Inference: Adaptively Cooperate in Heterogeneous IoT Edge Cluster. In IEEE International Conference on Parallel and Distributed Systems (ICDCS) (CCF-B).

Huawei Huang, Zhenyi Huang, Xiaowen Peng, Zibin Zheng, Song Guo (2021). MVCom: Scheduling Most Valuable Committees for the Large-Scale Sharded Blockchain. In IEEE International Conference on Parallel and Distributed Systems (ICDCS) (CCF-B).

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Yi Liu, Leijie Wu, Yufen Zhan, Song Guo, Zicong Hong (2021). Incentive-Driven Long-term Optimization for Edge Learning by Hierarchical Reinforcement Mechanism. In IEEE International Conference on Parallel and Distributed Systems (ICDCS) (CCF-B).

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Jian Zheng, Huawei Huang, Canlin Li, Zibin Zheng, Song Guo (2021). Revisiting Double-Spending Attacks on the Bitcoin Blockchain: New Findings. In IEEE/ACM International Symposium on Quality of Service (IWQoS) (CCF-B).

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Qiuying Yang, Xuan Liu, Song Guo (2021). No Wait, No Waste: A Novel and Efficient Coordination Algorithm for Multiple readers in RFID Systems. In IEEE/ACM International Symposium on Quality of Service (IWQoS) (CCF-B).

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Zicong Hong, Song Guo, Peng Li, Wuhui Chen (2021). Pyramid: A Layered Sharding Blockchain System. In IEEE Conference on Computer Communications (INFOCOM) (CCF-A).

Lin Gu, Deze Zeng, Jie Hu, Hai Jin, Song Guo, Albert Zomaya (2021). Exploring Layered Container Structure for Cost Efficient Microservice Deployment. In IEEE Conference on Computer Communications (INFOCOM) (CCF-A).

Xin Xie, Xiulong Liu, Song Guo, Heng Qi, Keqiu Li (2021). A Lightweight Integrity Authentication Approach for RFID-enabled Supply Chains. In IEEE Conference on Computer Communications (INFOCOM) (CCF-A).

Jing Li, Weifa Liang, Yuchen Li, Zichuan Xu, Xiaohua Jia, Song Guo (2021). Throughput Maximization of Delay-Aware DNN Inference in Edge Computing by Exploring DNN Model Partitioning and Inference Parallelism. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Yuben Qu, Lihao Wang, Haipeng Dai, Weijun Wang, Chao Dong, Fan Wu, Song Guo (2021). Server Placement for Edge Computing: A Robust Submodular Maximization Approach. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Xuan Liu, Jiangjin Yin, Shigeng Zhang, Kenli Li, Song Guo (2021). Receive Only Necessary: Efficient Tag Category Identification in Large-scale RFID Systems. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Zhihao Qu, Song Guo, Haozhao Wang, Baoliu Ye, Yi Wang, Albert Zomaya, Bin Tang (2021). Partial Synchronization to Accelerate Federated Learning over Relay-Assisted Edge Networks. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Xiaojie Wang, Zhaolong Ning, Song Guo, Miaowen Wen, Lei Guo, Vincent Poor (2021). Dynamic UAV Deployment for Differentiated Services: A Multi-Agent Imitation Learning Based Approach. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Zhaolong Ning, Yuxuan Yang, Xiaojie Wang, Lei Guo, Xinbo Gao, Song Guo, Guoyin Wang (2021). Dynamic Computation Offloading and Server Deployment for UAV-Enabled Multi-Access Edge Computing. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Jingcai Guo, Song Guo, Shiheng Ma, Yuxia Sun, and Yuanyuan Xu, (2021). Conservative Novelty Synthesizing Network for Malware Recognition in an Open-set Scenario. IEEE Transactions on Neural Networks and Learning Systems (TNNLS) (CCF-B).

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Tao Huang, Baoliu Ye, Bin Tang, Lei Xie, Sanglu Lu, Song Guo (2021). Boost Sum-Product Performance for Multiuser Detection in mMTC at Millimeter Wave. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

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Zhaolong Ning, Shouming Sun, Xiaojie Wang, Lei Guo, Song Guo, Xiping Hu, Bin Hu, Ricky Y. K. Kwok (2021). Blockchain-enabled Intelligent Transportation Systems: A Distributed Crowdsensing Framework. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

DOI

Jie Zhang, Song Guo, Zhihao Qu, Deze Zeng, Yufeng Zhan, Qifeng Liu, Rajendra Akerkar (2021). Adaptive Federated Learning on Non-IID Data with Resource Constraint. IEEE Transactions on Computers (TC) (CCF-A).

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Zhaolong Ning, Peiran Dong, Xiaojie Wang, Shupeng Wang, Xiping Hu, Song Guo, Tie Qiu, Bin Hu, Ricky Y. K. Kwok (2020). Distributed and Dynamic Service Placement in Pervasive Edge Computing Networks. TPDS (CCF-A).

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Yu Ma, Weifa Liang, Meitian Huang, Wenzheng Xu, Song Guo (2020). Virtual Network Function Service Provisioning in MEC via Trading Off the Usages between Computing and Communication Resources. TCC.

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Haozhao Wang, Zhihao Qu, Song Guo, Xin Gao, Ruixuan Li, Baoliu Ye (2020). Intermittent Pulling with Local Compensation for Communication-Efficient Distributed Learning. TETC.

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Qihua Zhou, Song Guo, Zhihao Qu, Peng Li, Li Li, Minyi Guo, Kun Wang (2020). Petrel: Heterogeneity- aware Distributed Deep Learning via Hybrid Synchronization. TPDS (CCF-A).

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Qihua Zhou, Kun Wang, Haodong Lu, Wenyao Xu, Yanfei Sun, Song Guo (2020). Canary: Decentralized Distributed Deep Learning via Gradient Sketch and Partition in Multi-interface Networks. TPDS (CCF-A).

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Sicong Zhou, Huawei Huang, Wuhui Chen, Pan Zhou, Zibin Zheng, Song Guo (2020). PIRATE: A Blockchain- based Secure Framework of Distributed Machine Learning in 5G Networks. MNET (JCR-Q1).

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Haozhao Wang, Zhihao Qu, Song Guo, Xin Gao, Ruixuan Li, Baoliu Ye (2020). A Graph Learning based Approach for Identity Inference in DApp Platform Blockchain. TETC.

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Xiaojie Wang, Zhaolong Ning, Song Guo (2020). Multi-agent Imitation Learning for Pervasive Edge Computing: A Decentralized Computation Offloading Algorithm. IEEE Transactions on Parallel and Distributed Systems (TPDS) (CCF-A).

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Shigeng Zhang, Xuan Liu, Yangyang Liu, Bo Ding, Song Guo, Jianxin Wang (2020). Accurate Respiration Monitoring for Mobile Users with Commercial RFID Devices. JSAC.

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Jinlong Sun, Fan Liu, Yuzhi Zhou, Guan Gui, Tomoaki Ohtsuki, Song Guo, Fumiyuki Adachi (2020). Surveillance Plane Aided Air-Ground Integrated Vehicular Networks: Architectures, Applications, and Potential. MWC.

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Xuan Liu, Zhong Xi, Juan Luo, Shigeng Zhang, Song Guo (2020). Fast and Reliable Dynamic Tag Estimation in Large-Scale RFID Systems. JIOT.

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Song Guo, Deze Zeng, Shifu Dong (2020). Pedagogical Data Analysis via Federated Learning Toward Education 4.0. American Journal of Education and Information Technology.

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Xiaojie Wang, Zhaolong Ning, Song Guo, Lei Wang (2020). Imitation Learning Enabled Task Scheduling for Online Vehicular Edge Computing. TMC (CCF-A).

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Xiaoming He, Kun Wang, Haodong Lu, Wenyao Xu, Song Guo (2020). Edge QoE: Intelligent Big Data Caching via Deep Reinforcement Learning. MNET (JCR-Q1).

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Huawei Huang, Wei Kong, Sicong Zhou, Zibin Zheng, Song Guo (2020). A Survey of State-of-the-Art on Blockchains: Theories, Modelings, and Tools. ACM Computing Surveys.

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Chao Qiu, Xiaofei Wang, Haipeng Yao, Jianbo Du, Richard F. Yu, Song Guo (2020). Networking Integrated Cloud-Edge-End in IoT: A Blockchain-Assisted Collective Learning Approach. JIOT.

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Yu Ma, Weifa Liang, Jing Li, Xiaohua Jia, Song Guo (2020). Mobility-Aware and Delay-Sensitive Service Provisioning in Mobile Edge-Cloud Networks. TMC (CCF-A).

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Chao Fang, Changtong Liu, Zhuwei Wang, Yang Sun, Wei Ni, Peng Li, Song Guo (2020). Cache-Assisted Content Delivery in Wireless Networks: A New Game Theoretic Models. JSYST.

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Miao Du, Kun Wang, Yinqiu Liu, Kai Qian, Yanfei Sun, Wenyao Xu, Song Guo (2020). Spacechain: A Three-Dimensional Blockchain Architecture for IoT Security. MWC (JCR-Q1).

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Lin Gu, Jie Hu, Deze Zeng, Song Guo, Hai Jin (2020). Service Function Chain Deployment and Network Flow Scheduling in Geo-Distributed Data Centers. TNSE (JCR-Q1).

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Xiangming Zhu, Chunxiao Jiang, Linling Kuang, Zhifeng Zhao, Song Guo (2020). Two-Layer Game Based Resource Allocation in Cloud Based Integrated Terrestrial-Satellite Networks. TCCN (JCR-Q1).

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Baichuan Liu, Weikun Zhang, Wuhui Chen, Huawei Huang, Song Guo (2020). Online Computation Offloading and Traffic Routing for UAV Swarms in Edge-Cloud Computing. TVT.

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Zhe Quan, Zhi-Jie Wang, Ting Ye, Song Guo (2020). Task Scheduling for Energy Consumption Constrained Parallel Applications on Heterogeneous Computing Systems. TPDS (CCF-A).

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Xiaoming He, Haodong Lu, Huawei Huang, Yingchi Mao, Kun Wang, Song Guo (2020). QoE-Based Cooperative Task Offloading with Deep Reinforcement Learning in Mobile Edge Networks. MWC (JCR-Q1).

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Yufeng Zhan, Peng Li, Kun Wang, Song Guo, Yuanqing Xia (2020). Big Data Analytics by CrowdLearning: Architecture and Mechanism Design. MNET (JCR-Q1).

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Haipeng Yao, Huiwen Liu, Peiying Zhang, Sheng Wu, Chunxiao Jiang, Song Guo (2020). A Learning-Based Approach to Intra-Domain QoS Routing. TVT.

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Wenchao Xu, Song Guo, Shiheng Ma, Haibo Zhou, Mingli Wu, Weihua Zhuang (2020). Augmenting Drive-Thru Internet via Reinforcement Learning-Based Rate Adaptation. IOT (JCR-Q1).

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Jingcai Guo, Song Guo (2020). A Novel Perspective to Zero-Shot Learning: Towards an Alignment of Manifold Structures via Semantic Feature Expansion. TM.

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Huawei Huang, Peng Li, Song Guo, Weifa Liang, Kun Wang (2020). Near-Optimal Deployment of Service Chains by Exploiting Correlations Between Network Functions. TCC (JCR-Q1).

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Peng Li, Song Guo, Shui Yu, Weihua Zhuang (2020). Cross-Cloud MapReduce for Big Data. TCC (JCR-Q1).

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Shaoyong Guo, Yao Dai, Song Guo, Xuesong Qiu, Feng Qi (2020). Blockchain Meets Edge Computing: Stackelberg Game and Double Auction Based Task Offloading for Mobile Blockchain. TVT (JCR-Q1).

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Wenchen He, Shaoyong Guo, Song Guo, Xuesong Qiu, Feng Qi (2020). Joint DNN Partition Deployment and Resource Allocation for Delay-Sensitive Deep Learning Inference in IoT. IoTJ (JCR-Q1).

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Shaoyong Guo, Xing Hu, Song Guo, Xuesong Qiu, Feng Qi (2020). Blockchain Meets Edge Computing: A Distributed and Trusted Authentication System. (JCR-Q1).

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Chao Qiu, Haipeng Yao, F. Richard Yu, Chunxiao Jiang, Song Guo (2020). A Service-Oriented Permissioned Blockchain for the Internet of Things. TSC (JCR-Q1).

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Qihua Zhou, Song Guo, Haodong Lu, Li Li, inyi Guo, Yanfei Sun, Kun Wang (2020). Falcon: Addressing Stragglers in Heterogeneous Parameter Server via Multiple Parallelism. TC.

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Xuan Song, Haoran Zhang, Rajendra Akerkar, Huawei Huang, Song Guo, Lei Zhong, Yusheng Ji, Andreas L. Opdahl, Hemant Purohit, Andre Skupin, Akshay Pottathil, Aron Culotta (2020). A Novel Perspective to Zero-Shot Learning: Towards an Alignment of Manifold Structures via Semantic Feature Expansion. TBD.

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Haipeng Yao, Sihan Ma, Jingjing Wang, Peiying Zhang, Chunxiao Jiang, Song Guo (2020). A Continuous-Decision Virtual Network Embedding Scheme Relying on Reinforcement Learning. TNSM.

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Yinqiu Liu, Kun Wang, Kai Qian, Miao Du, Song Guo (2020). Tornado: Enabling Blockchain in Heterogeneous Internet of Things Through a Space-Structured Approach. IOT (JCR-Q1).

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Lin Gu, Deze Zeng, Wei Li, Song Guo, Albert Y. Zomaya, Hai Jin (2020). Intelligent VNF Orchestration and Flow Scheduling via Model-Assisted Deep Reinforcement Learning. JSAC (CCF-A).

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Hongji Huang, Song Guo, Guan Gui, Zhen Yang, Jianhua Zhang, Hikmet Sari, Fumiyuki Adachi (2020). Deep Learning for Physical-Layer 5G Wireless Techniques: Opportunities, Challenges and Solutions. (JCR-Q1).

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Huakun Huang, Lingjun Zhao, Huawei Huang, Song Guo (2020). Machine fault detection for intelligent self-driving networks. MCOM.

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Yufeng Zhan, Song Guo, Peng Li, Jiang Zhang (2020). A Deep Reinforcement Learning Based Offloading Game in Edge Computing. TC (CCF-A).

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Yufeng Zhan, Peng Li, Zhihao Qu, Zeng Zeng, Song Guo (2020). A Learning-Based Incentive Mechanism for Federated Learning. IoTJ (JCR-Q1).

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Shiheng Ma, Song Guo, Kun Wang, Weijia Jia, Minyi Guo (2020). A Cyclic Game for Service-Oriented Resource Allocation in Edge Computing. TSC (CCF-B, JCR-Q1).

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Shigeng Zhang, Xuan Liu, Song Guo, Albert Zomaya, Jianxin Wang (2020). Why Queue Up? Fast Parallel Search of RFID Tags for Multiple Users. In MobiHoc (CCF-B).

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Jianting Zhang, Zicong Hong, Xiaoyu Qiu, Yufeng Zhan, Song Guo, Wuhui Chen (2020). SkyChain: A Deep Reinforcement Learning-Empowered Dynamic Blockchain Sharding System. In ICPP (CCF-B).

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Kang Jiawen, Xiong Zehui, Jiang Chunxiao, Liu Yi, Guo Song, Zhang Yang, Niyato Dusit, Cyril Leung, Miao Chunyan (2020). Scalable and Communication-efficient Decentralized Federated Edge Learning with Multi-blockchain Framework. In BlockSys.

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Chenhan Xu, Kun Wang, Peng Li, Rui Xia, Song Guo, Minyi Guo (2020). Renewable Energy-Aware Big Data Analytics in Geo-Distributed Data Centers with Reinforcement Learning. TNSE (JCR-Q1).

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Chenhan Xu, Kun Wang, Yanfei Sun, Song Guo, Albert Y. Zomaya (2020). Redundancy Avoidance for Big Data in Data Centers: A Conventional Neural Network Approach. TNSE (JCR-Q1).

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Shifu Dong, Deze Zeng, Lin Gu, Song Guo (2020). Offloading Federated Learning Task to Edge Computing with Trust Execution Environment. In MASS.

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Tianle Mai, Haipeng Yao, Zehui Xiong, Song Guo, Dusit Niyato (2020). Multi-agent Actor-Critic Reinforcement Learning Based In-network Load Balance. In Globecom.

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Shengli Pan, Peng Li, Deze Zeng, Zhiyong Zhang, Song Guo, Ying-Chang Liang (2020). Learning-Based Network Boolean Tomography for Identifying Congested Links with Correlations. In Globecom.

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Zhou Su, Qifan Qi, Qichao Xu, Song Guo, Xiaowei Wang (2020). Incentive Scheme for Cyber Physical Social Systems Based on User Behaviors. (JCR-Q1).

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Wei Yang Lim, Jer Shyuan Ng, Zehui Xiong, Dusit Niyato, Song Guo, Cyril Leung, Chunyan Miao (2020). Dynamic Resource Allocation for Hierarchical Federated Learning. In MSN.

Jingcai Guo, Shiheng Ma, Jie Zhang, Qihua Zhou, Song Guo (2020). Dual-view Attention Networks for Single Image Super-Resolution. In MM (CCF-A).

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Xiaofei Luo, Huawei Huang, Peng Li, Song Guo (2020). Cost-Efficient Service Provisioning for Mobile Applications in Cloudlet Networks.

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Keshan Zhang, Huawei Huang, Song Guo, Xiaocong Zhou (2020). Blockchain-based Participant Selection for Federated Learning. In BlockSys.

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Wenchao Xu, Haibo Zhou, Nan Cheng, Ning Lu, Lijuan Xu, Meng Qin, Song Guo (2020). Autonomous Rate Control for Mobile Internet of Things: A Deep Reinforcement Learning Approach. In VTC.

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Zhou Su, Tianxin Lin, Qichao Xu, Nan Chen, Sui Yu, Song Guo (2020). An Online Pricing Strategy of EV Charging and Data Caching in Highway Service Stations. In MSN.

Kun Wang, Yun Shao, Lei Xie, Jie Wu, Song Guo (2020). Adaptive and Fault-Tolerant Data Processing in Healthcare IoT Based on Fog Computing. TNSE (JCR-Q1).

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Zitong Wang, Deze Zeng, Lin Gu, Song Guo (2020). A Game-based Network Slicing and Resource Scheduling for Compute First Networking. In Globecom.

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Hui Lei, Chao Qiu, Haipeng Yao, Song Guo (2019). When Blockchain-Enabled Internet of Things Meets Cloud Computing. MC.

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Shiheng Ma, Song Guo, Kun Wang, Minyi Guo (2019). Service Demand Prediction with Incomplete Historical Data. In ICDCS (CCF-B).

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Haozhao Wang, Song Guo, Bin Tang, Ruixuan Li, Chengjie Li (2019). Heterogeneity-aware gradient coding for straggler tolerance. In ICDCS (CCF-B).

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Qihua Zhou, Kun Wang, Song Guo, Xiaodong Lu, Li Li, Minyi Guo, Yanfei Sun (2019). Falcon: Towards computation-parallel deep learning in heterogeneous parameter server. In ICDCS (CCF-B).

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Lin Gu, Deze Zeng, Wei Li, Song Guo, Albert Zomaya, Hai Jin (2019). Deep reinforcement learning based VNF management in geo-distributed edge computing. In ICDCS (CCF-B).

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Shiheng Ma, Song Guo, Kun Wang, Weijie Jia, Minyi Guo (2019). A cyclic game for joint cooperation and competition of edge resource allocation. In ICDCS (CCF-B).

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Haipeng Yao, Tianle Mai, Chunxiao Jiang, Linling Kuang, Song Guo (2019). AI routers network mind: A hybrid machine learning paradigm for packet routing. MCI.

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Boyu Deng, Chunxiao Jiang, Song Guo (2019). Energy Minimization of Resource Allocation in Cloud-Based Satellite Communication Networks. LCOMM.

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Huawei Huang, Song Guo, Weifa Liang, Kun Wang, Yasuo Okabe (2019). Coflow-like Online Data Acquisition from Low-Earth-Orbit Datacenters. TMC (CCF-A).

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Junchao Yang, Jiangtao Luo, Junxia Wang, Song Guo (2019). CMU-VP: cooperative multicast and unicast with viewport prediction for VR video streaming in 5G H-CRAN. ACCESS.

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Shigeng Zhang, Chengwei Yang, Xiaoyan Kui, Jianxin Wang, Xuan Liu, Song Guo (2019). Reactor: Real-time and accurate contactless gesture recognition with RFID. In SECON (CCF-B).

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Zhuwei Wang, Yu Gao, Chao Fang, Song Guo, Peng Li (2019). Optimal Connected Cruise Control With Arbitrary Communication Delays. JSYST (JCR-Q1).

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Haozhao Wang, Song Guo, Ruixuan Li (2019). Osp: Overlapping computation and communication in parameter server for fast machine learning. In ICPP (CCF-B).

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Jingcai Guo, Song Guo (2019). AMS-SFE: Towards an Alignment of Manifold Structures via Semantic Feature Expansion for Zero-shot Learning. In ICME (CCF-B).

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Xuan Liu, Jiangjin Yin, Yangyang Liu, Shigeng Zhang, Song Guo, Kun Wang (2019). Vital Signs Monitoring with RFID: Opportunities and Challenges. IEEE Network.

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Peng Li, Xing Wu, Wenfeng Shen, Weiqin Tong, Song Guo (2019). Collaboration of Heterogeneous Unmanned Vehicles for Smart Cities. IEEE Network.

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Qihua Zhou, Kun Wang, Peng Li, Deze Zeng, Song Guo, Baoliu Ye, Minyi Guo (2019). Fast coflow scheduling via traffic compression and stage pipelining in datacenter networks. TC (CCF-A).

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Chao Qiu, Haipeng Yao, Chunxiao Jiang, Song Guo, Fangmin Xu (2019). Cloud Computing Assisted Blockchain-Enabled Internet of Things. TCC.

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Shengli Pan, Peng Li, Deze Zeng, Song Guo, Guangmin Hu (2019). A Q-Learning Based Framework for Congested Link Identification. JIOT (JCR-Q1).

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An Xie, Huawei Huang, Xiaoliang Wang, Song Guo, Zhuzhong Qian, Sanglu Lu (2019). Dual: Deploy stateful virtual network function chains by jointly allocating data-control traffic. CN (CCF-B).

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Chao Fang, Song Guo, Zhuwei Wang, Huawei Huang, Haipeng Yao, Yunjie Liu (2019). Data-driven intelligent future network: Architecture, use cases, and challenges. IEEE COMMUN MAG (JCR-Q1).

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Boyu Deng, Chunxiao Jiang, Linling Kuang, Ning Ge, Song Guo, Shanghong Zhao (2019). Resource Allocation of Multibeam Communication Satellite Systems in Sparse Networks. In ICC.

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Haipeng Yao, Huiwen Liu, Peiying Zhang, Sheng Wu, Chunxiao Jiang, Song Guo (2019). An intelligent approach to energy efficient transportation and QoS routing. In ICC.

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Zicong Hong, Wuhui Chen, Huawei Huang, Song Guo, Zibin Zheng (2019). Multi-hop cooperative computation offloading for industrial IoT--edge--cloud computing environments. TPDS (CCF-A).

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Yuxia Sun, Shing-Chi Cheung, Song Guo, Ming Cheng (2019). Disclosing and Locating Concurrency Bugs of Interrupt-Driven IoT Programs. JIOT (JCR-Q1).

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Boyu Deng, Chunxiao Jiang, Jian Yan, Ning Ge, Song Guo, Shanghong Zhao (2019). Joint multigroup precoding and resource allocation in integrated terrestrial-satellite networks. TVT (JCR-Q1).

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Mingli Wu, Kun Wang, Xiaoqin Cai, Song Guo, Minyi Guo, Chunming Rong (2019). A comprehensive survey of blockchain: From theory to IoT applications and beyond. JIOT (JCR-Q1).

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Qiufen Xia, Zichuan Xu, Weifa Liang, Shui Yu, Song Guo, Albert Y. Zomaya (2019). Efficient data placement and replication for QoS-aware approximate query evaluation of big data analytics. TPDS (CCF-A).

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Yilong Hui, Zhou Su, Song Guo (2019). Utility Based Data Computing Scheme to Provide Sensing Service in Internet of Things. TETC(JCR-Q1).

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Miao Du, Kun Wang, Xiulong Liu, Song Guo, Yan Zhang (2019). A Differential Privacy-based Query Model for Sustainable Fog Data Centers. TSUSC(JCR-Q1).

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Meitian Huang, Weifa Liang, Yu Ma, Song Guo (2019). Maximizing Throughput of Delay-Sensitive NFV- Enabled Request Admissions via Virtualized Network Function Placement. TCC.

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Yu Ma, Weifa Liang, Zichuan Xu, Song Guo (2019). Profit Maximization for Admitting Requests with Network Function Services in Distributed Clouds. TPDS(CCF-A).

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Huawei Huang, Song Guo, Kun Wang (2019). Proactive Failover for NFV in Edge Networks. IEEE COMMUN MAG (JCR-Q1).

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Jingcai Guo, Song Guo (2019). Adaptive adjustment with semantic feature space for zero-shot recognition. In ICASSP (CCF-B).

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Jingcai Guo, Song Guo (2019). EE-AE: An Exclusivity Enhanced Unsupervised Feature Learning Approach. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (CCF-B).

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Huining Li, Kun Wang, Toshiaki Miyazaki, Chenhan Xu, Song Guo, Yanfei Sun (2019). Trust-enhanced content delivery in blockchain-based information-centric networking. MNET.

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Huawei Huang, Song Guo, Weifa Liang, Kun Wang, Albert Y Zomaya (2019). Green data-collection from geo-distributed IoT networks through low-earth-orbit satellites. TGCN.

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Chenhan Xu, Kun Wang, Peng Li, Song Guo, Jiang Luo, Baoliu Ye, Minyi Guo (2019). Making Big Data Open in Edges: A Resource-Efficient Blockchain-based Approach. TPDS(CCF-A).

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Lin Cui, Fung Po Tso, Song Guo, Weijia Jia, Kaimin Wei, Wei Zhao (2019). Enabling Heterogeneous Network Function Chaining. TPDS(CCF-A).

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Junbo Wang, Koichi sato, Song Guo, Wuhui Chen, Jie Wu (2019). Big Data Processing with Minimal Delay and Guaranteed Data Resolution in Disaster Areas. TVT(JCR-Q1).

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Wuhui Chen, Baichuan Liu, Huawei Huang, Song Guo, Zibin Zheng (2019). When UAV Swarm Meets EdgeCloud Computing: The QoS Perspective. MNET (JCR-Q1).

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Shigeng Zhang, Chengwei Yang, Danming Jiang, Xiaoyan Kui, Song Guo, Albert Zomaya, Jianxin Wang (2019). Nothing blocks me: Precise and real-time LOS/NLOS path recognition in RFID systems. IoTJ (JCR-Q1).

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Lin Gu, Deze Zeng, Sheng Tao, Song Guo, Hai Jin, Albert Zomaya, Weihua Zhuang (2019). Fairness-aware Dynamic Rate Control and Flow Scheduling for Network Utility Maximization in Network Service Chain. JSAC(JCR-Q1).

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Feng Wang, Wenjun Jiang, Guojun Wang, Song Guo (2019). Influence maximization by leveraging the crowdsensing data in information diffusion network. JNCA (CCF-C/JCR-Q1).

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Chi Zhang, Chunxiao Jiang, Jin Jin, Sheng Wu, Linling Kuang, Song Guo (2019). Spectrum Sensing and Recognition in Satellite Systems. TVT(JCR-Q1).

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Kun Wang, Chenhan Xu, Yan Zhang, Song Guo, Albert Y. Zomaya (2019). Robust Big Data Analytics for Electricity Price Forecasting in the Smart Grid. TBDATA(CCF-C).

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Zichuan Xu, Weifa Liang, Meitian Huang, Mike Jia, Song Guo, Alex Galis (2019). Efficient NFV-Enabled Multicasting in SDNs. TCOMM(JCR-Q1).

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Haoge Jia, Zuyao Ni, Chunxiao Jiang, Linling Kuang, Song Guo, Jianhua Lu (2019). Enhanced Irregular Repetition Slotted ALOHA with Degree Distribution Adjustment in Satellite Network. In GLOBECOM.

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Wenchao Xu, Chao Ma, Song Guo, Haibo Zhou (2019). Efficient Rate Adaptation for 802.11af TVWS Vehicular Access via Deep Learning. In GLOBECOM.

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Wenchao Xu, Song Guo, Haibo Zhou, Shiheng Ma, Mingli Wu (2019). A Queueing Analysis of the Opportunistic Vehicle-to-Vehicle Communication. In GLOBECOM.

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Zicong Hong, Huawei Huang, Song Guo, Wuhui Chen, Zibin Zheng (2019). QoS-Aware Cooperative Computation Offloading for Robot Swarms in Cloud Robotics. TVT(JCR-Q1).

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Yuxia Sun, Song Guo, Shing-Chi Cheung, Yong Tang (2019). Analyzing and disentangling interleaved interrupt-driven IoT programs. IoTJ (JCR-Q1).

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Song Guo, Deze Zeng, Lin Gu, Jiangtao Luo (2019). When green energy meets cloud radio access network: Joint optimization towards brown energy minimization. MONET.

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Yixuan Wang, Kun Wang, Huawei Huang, Toshiaki Miyazaki, Song Guo (2019). Traffic and Computation Co-Offloading with Reinforcement Learning in Fog Computing for Industrial Applications. TII(JCR-Q1).

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Xuan Liu, Jiangjin Yin, Shigeng Zhang, Bo Ding, Song Guo, Kun Wang (2019). Range-based Localization for Sparse 3-D Sensor Networks. JIOT(JCR-Q1).

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Xiaoxuan Hu, Peng Li, Kun Wang, Yanfei Sun, Deze Zeng, Xiaoyan Wang, Song Guo (2019). Joint workload scheduling and energy management for green data centers powered by fuel cells. TGCN.

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Xiangming Zhu, Chunxiao Jiang, Linling Kuang, Ning Ge, Song Guo, Jianhua Lu (2019). Cooperative transmission in integrated terrestrial-satellite networks. IEEE Network.

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Feixiang Li, Xiaobin Xu, Haipeng Yao, Jingjing Wang, Chunxiao Jiang, Song Guo (2019). Multi-Controller Resource Management for Software-Defined Wireless Networks. LCOMM(JCR-Q2).

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Yu Ma, Weifa Liang, Meitian Huang, Yang Liu, Song Guo (2019). Virtual Network Function Service Provisioning for Offloading Tasks in MEC by Trading off Computing and Communication Resource Usages. In IEEE Conference on Computer Communications Workshops.

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Davide Aguiari, Andrea Ferlini, Jiannong Cao, Song Guo, Giovanni Pau (2019). Poster Abstract: C-Continuum: Edge-to-Cloud Computing for Distributed AI. In IEEE Conference on Computer Communications Workshops.

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Yu Ma, Weifa Liang, Song Guo (2019). Mobility-Aware Delay-Sensitive Service Provisioning for Mobile Edge Computing. In IEEE Conference on Computer Communications Workshops.

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Zhihao Qu, Baoliu Ye, Bin Tang, Song Guo, Sanglu Lu, Zhuang Weihua (2019). Cooperative caching for multiple bitrate videos in small cell edges. TMC (CCF-A).

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Yuben Qu, Shaojie Tang, Chao Dong, Peng Li, Song Guo, Haipeng Dai, Fan Wu (2018). Posted pricing for chance constrained robust crowdsensing. TMC (CCF-A).

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Zhang Jingyu, Wang Zhi-Jie, Guo Song, Yang Dingyu, Fang Gan, Peng Chunyi, Guo Minyi (2018). Power consumption analysis of video streaming in 4G LTE networks. WN.

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Dong Chao, Qu Yuben, Dai Haipeng, Guo Song, Wu Qihui (2018). Multicast in multi-channel cognitive radio ad hoc networks: Challenges and research aspects. CC.

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Yushu Zhang, Yong Xiang, Leo Zhang, Yue Rong, Song Guo (2018). Secure wireless communications based on compressive sensing: a survey. IEEE CST (JCR-Q1).

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Zeng Deze, Zhang Jie, Gu Lin, Guo Song, Luo Jiangtao (2018). Energy-efficient coordinated multipoint scheduling in green cloud radio access network. TVT.

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Fawaz AL-Hazemi, Peng Yuyang, Youn Chan-Hyun, Lorincz Josip, Li Chao, Song Guo, Boutaba Raouf (2018). Dynamic allocation of power delivery paths in consolidated data centers based on adaptive UPS switching. CN.

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Haipeng Yao, Bo Zhang, Peiying Zhang, Sheng Wu, Chunxiao Jiang, Song Guo (2018). RDAM: A Reinforcement Learning Based Dynamic Attribute Matrix Representation for Virtual Network Embedding. TETC.

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Yu Jiahui, Wang, Kun and Zeng, Deze and Zhu, Chunsheng and Guo, Song (2018). Privacy-preserving data aggregation computing in cyber-physical social systems. TCPS.

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Liu Xiulong, Xie Xin, Zhao Xibin, Wang Kun, Li Keqiu, Liu Alex X, Guo Song, Wu Jie (2018). Fast identification of blocked RFID tags. TMC (CCF-A).

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Wang Kun, Zhou Qihua, Guo Song, Luo Jiangtao (2018). Cluster frameworks for efficient scheduling and resource allocation in data center networks: A survey. CST.

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Wang Kun, Yu Jun, Yu Yan, Qian Yirou, Zeng Deze, Guo Song, Xiang Yong, Wu Jinsong (2018). A survey on energy internet: Architecture, approach, and emerging technologies. ISJ.

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Wu Jinsong, Guo Song, Huang Huawei, Liu William, Xiang Yong (2018). Information and communications technologies for sustainable development goals: state-of-the-art, needs and perspectives. CST.

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Wang Kun, Li Huining, Maharjan Sabita, Zhang Yan, Guo Song (2018). Green energy scheduling for demand side management in the smart grid. TGCN.

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Li Wenxin, Guo Deke, Liu Alex X, Li Keqiu, Qi Heng, Guo Song, Munir Ali, Tao Xiaoyi (2018). CoMan: Managing bandwidth across computing frameworks in multiplexed datacenters. TPDS.

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Zhang Zeqi, Jiang Chunxiao, Guo Song, Qian Yi, Ren Yong (2018). Temporal centrality-balanced traffic management for space satellite networks. TVT.

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Mi Jun, Wang Kun, Li Peng, Guo Song, Sun Yanfei (2018). Software-defined green 5G system for big data. ICM.

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Baojun Zhou, Jie Li, Jinsong Wu, Song Guo, Yu Gu, Zhetao Li (2018). Machine-Learning-Based Online Distributed Denial-of-Service Attack Detection Using Spark Streaming. In ICC.

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Hu Xiaoxuan, Wang Kun, Liu Xiulong, Sun Yanfei, Li Peng, Guo Song (2018). Energy management for EV charging in software-defined green vehicle-to-grid network. ICM.

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Hongwei Wang, Song Guo, Jiannong Cao, Minyi Guo (2018). MeLoDy: A Long-term Dynamic Qualityaware Incentive Mechanism for Crowdsourcing. TPDS (CCF-A).

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Jun Huang, Qiang Duan, Song Guo, Yuhong Yan, Shui Yu (2018). Converged Network-Cloud Service Composition with End-to-End Performance Guarantee. TCC (JCR-Q1).

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Hua-Yuan Shih, Song Guo, Rung-Ching Chen, Chen-Yeng Peng (2018). Enhanced Passcode Recognition Based on Press Force and Time Interval. In ACIIDS.

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Xiaoming He, Kun Wang, Huawei Huang, Yixuan Wang, Song Guo (2018). Green Resource Allocation Based on Deep Reinforcement Learning in Content-Centric IoT. TETC.

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Boyu Deng, Chunxiao Jiang, Linling Kuang, Song Guo, Jianhua Lu, Shanghong Zhao (2018). Two-Phase Task Scheduling in Data Relay Satellite Systems. TVT (JCR-Q1).

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Meitian Huang, Weifa Liang, Zichuan Xu, Wenzheng Xu, Song Guo, Yinlong Xu (2018). Online Unicasting and Multicasting in Software-Defined Networks. COMNET (JCR-Q2).

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Huawei Huang, Song Guo, Kun Wang (2018). Envisioned Wireless Big Data Storage for Low-Earth-Orbit Satellite-based Cloud. MWC (JCR-Q1).

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Chengyu Hu, Ming Li, Deze Zeng, Song Guo (2018). A Survey on Sensor Placement for Contamination Detection in Water Distribution Systems. Wireless Networks.

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Meitian Huang, Weifa Liang, Yu Ma, Song Guo (2018). Throughput Maximization of Delay-Sensitive Request Admissions via Virtualized Network Function Placements and Migrations. In ICC.

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Qihua Zhou, Peng Li, Kun Wang, Deze Zeng, Song Guo, Minyi Guo (2018). Swallow: Joint Online Scheduling and Coflow Compression in Datacenter Networks. In IPDPS.

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Deze Zeng, Jie Zhang, Lin Gu, Song Guo (2018). Stochastic Scheduling Towards Cost Efficient Network Function Virtualization in Edge Cloud. In SECON.

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Chi Zhang, Chunxiao Jiang, Jin Jin, Sheng Wu, Linling Kuang, Song Guo (2018). Spatial Angular Spectrum Sensing for Non-Geostationary Satellite Systems. In GLOBECOM.

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Yibo Jin, Zhuzhong Qian, Song Guo, Sheng Zhang, Xiaoliang Wang, Sanglu Lu (2018). ran-GJS: Orchestrating Data Analytics for Heterogeneous Geo-distributed Edges. In International Conference on Parallel Processing.

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Yu Ma, Weifa Liang, Meitian Huang, Song Guo (2018). Profit Maximization of NFV-Enabled Request Admissions in SDNs. In GLOBECOM.

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Huawei Huang, Song Guo, Weifa Liang, Kun Wang (2018). Online Green Data Gathering from Geo-Distributed IoT Networks via LEO Satellites. In ICC.

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Chenhan Xu, Kun Wang, Guoliang Xu, Peng Li, Song Guo, Jiangtao Luo (2018). Making Big Data Open in Collaborative Edges: {A} Blockchain-Based Framework with Reduced Resource Requirements. In ICC.

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Baichuan Liu, Huawei Huang, Song Guo, Wuhui Chen, Zibin Zheng (2018). Joint Computation Offloading and Routing Optimization for UAV-Edge-Cloud Computing Environments. In IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation.

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Ting Ye, Zhi-Jie Wang, Zhe Quan, Song Guo, Kenli Li, Keqin Li (2018). ISAECC: An Improved Scheduling Approach for Energy Consumption Constrained Parallel Applications on Heterogeneous Distributed Systems. In ICPADS.

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Xiaoxuan Hu, Peng Li, Kun Wang, Yanfei Sun, Deze Zeng, Song Guo (2018). Energy Management of Data Centers Powered by Fuel Cells and Heterogeneous Energy Storage. In ICC.

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Letian Kang, Zhi-Jie Wang, Zhe Quan, Weigang Wu, Song Guo, Kenli Li, Keqin Li (2018). An Efficient Method for Optimizing PETSc on the Sunway TaihuLight System. In IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation.

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