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ORCIDSong Guo 0001
Person information
- affiliation: Hong Kong Polytechnic University, Department of Computing, Hong Kong
- affiliation (2007 - 2016): University of Aizu, Department of Computer Science and Engineering, Japan
- affiliation (PhD 2005): University of Ottawa, Department of Computer Science, ON, Canada
Other persons with the same name
- Song Guo — disambiguation page
- Song Guo 0002
![[0000-0001-6841-753X]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-6841-753X")
— Xi'an University of Architecture and Technology, China (and 1 more) - Song Guo 0003 — National University of Defense Technology, National Laboratory for Parallel and Distributed Processing, Changsha, China
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2020 – today
- 2026
[j514]Zixuan Shangguan, Yanjie Dong, Song Guo, Victor C. M. Leung, M. Jamal Deen, Xiping Hu:
Facial Expression Analysis and Its Potentials in IoT Systems: A Contemporary Survey. ACM Comput. Surv. 58(2): 43:1-43:39 (2026)- [j513]Yikun Zhao, Lei Feng, Fanqin Zhou, Wenjing Li, Zehui Xiong, Hongyang Du, Celimuge Wu, Song Guo, Tony Q. S. Quek, Zhu Han:
Energy-Efficient Over-the-Air Computation for Federated Generative Model Fine-Tuning in Unmanned Vehicle-Assisted Disaster Relief. IEEE Trans. Cogn. Commun. Netw. 12: 56-73 (2026) - [j512]Gaochang Xie, Zehui Xiong, Renchao Xie, Xiumei Deng, Song Guo, Mohsen Guizani, Zhu Han:
Mixture of Experts-Enabled Parallel Scheduling and Processing for Vehicular Generative AI Services. IEEE Trans. Cogn. Commun. Netw. 12: 994-1011 (2026) - [e5]Xiaobo Zhou, Chen Yu, Song Guo, Jianping Wang, Xianhua Song, Zeguang Lu:
Green, Pervasive, and Cloud Computing - 19th International Conference, GPC 2024, Macao, China, September 27-30, 2024, Proceedings. Lecture Notes in Computer Science 15225, Springer 2026, ISBN 978-981-95-1345-1 [contents] - 2025
- [j511]Ning Li, Song Guo, Tuo Zhang, Muqing Li, Zicong Hong, Qihua Zhou, Xin Yuan, Haijun Zhang:
The MoE-Empowered Edge LLMS Deployment: Architecture, Challenges, and Opportunities. IEEE Commun. Mag. 63(12): 164-171 (2025) - [j510]Yue Zeng, Pan Li, Shanshan Lin, Bin Tang, Xiaoliang Wang, Zhihao Qu, Baoliu Ye, Song Guo, Junlong Zhou:
Reliability-aware hybrid SFC backup and deployment in edge computing. Comput. Networks 271: 111641 (2025) - [j509]Xiaojie Wang, Beibei Wang, Yu Wu, Zhaolong Ning, Song Guo, Fei Richard Yu:
A Survey on Trustworthy Edge Intelligence: From Security and Reliability to Transparency and Sustainability. IEEE Commun. Surv. Tutorials 27(3): 1729-1757 (2025) - [j508]Zhaolong Ning, Tengfeng Li, Yu Wu, Xiaojie Wang, Qingqing Wu, Fei Richard Yu, Song Guo:
6G Communication New Paradigm: The Integration of Autonomous Aerial Vehicles and Intelligent Reflecting Surfaces. IEEE Commun. Surv. Tutorials 27(6): 3382-3416 (2025) - [j507]Ninghui Jia, Zhihao Qu, Baoliu Ye, Yanyan Wang, Shihong Hu, Song Guo:
A Comprehensive Survey on Communication-Efficient Federated Learning in Mobile Edge Environments. IEEE Commun. Surv. Tutorials 27(6): 3710-3741 (2025) - [j506]Xiaojie Wang, Zhonghui Zhao, Ling Yi, Zhaolong Ning, Lei Guo, F. Richard Yu, Song Guo:
A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures. ACM Comput. Surv. 57(3): 74:1-74:37 (2025) - [j505]Xiaojie Wang, Hanxue Li, Ling Yi, Zhaolong Ning, Xiaoming Tao, Song Guo, Yan Zhang:
A Survey on Off-chain Networks: Frameworks, Technologies, Solutions and Challenges. ACM Comput. Surv. 57(12): 313:1-313:35 (2025) - [j504]Mengsi Li, Jie Zhang, Yan Hong, Xiangpeng Xie, Meng Zhang, Song Guo:
Advanced Product Personalization in Blockchain-Enabled Metaverse: A Diffusion Model for Automatic Style Generation. IEEE Internet Things J. 12(8): 10304-10315 (2025) - [j503]Yuqian Jing, Yuben Qu, Zhen Qin, Chao Dong, Fuhui Zhou, Xinyao Wang, Song Guo, Qihui Wu:
Joint AAV Location and Training Optimization for Air-Ground Integrated Online Federated Learning. IEEE Internet Things J. 12(22): 47241-47258 (2025) - [j502]Yan Hong, Ru Rao, Xinping Li, Jie Zhang, Xiaoqun Dai, Meng Zhang, Song Guo:
Metaverse-Oriented User Preference Recommendation Systems Based on DSD-Transformer. IEEE Internet Things J. 12(23): 49754-49767 (2025) - [j501]Jiachen Sun, Xu Chen, Chunxiao Jiang, Song Guo:
Distributionally Robust Optimization of On-Orbit Resource Scheduling for Remote Sensing in Space-Air-Ground Integrated 6G Networks. IEEE J. Sel. Areas Commun. 43(1): 382-395 (2025) - [j500]Xinping Li, Yan Hong, Meng Zhang, Xiangpeng Xie, Jie Zhang, Song Guo:
Social Group Oriented Recommendation Systems in Wireless Edge-Empowered Metaverse. IEEE Netw. 39(3): 270-276 (2025) - [j499]Enyuan Zhou, Song Guo, Zicong Hong, Christian S. Jensen, Yang Xiao, Jinwen Liang, Dalin Zhang:
Pistis: A Decentralized Knowledge Graph Platform Enabling Ownership-Preserving SPARQL Querying. Proc. VLDB Endow. 18(11): 4602-4615 (2025) - [j498]Jingyu Wang, Ruilong Ma, Xiang Yang, Qi Qi, Zirui Zhuang, Jing Wang, Jianxin Liao, Song Guo:
DeepZoning: Re-accelerate CNN Inference with Zoning Graph for Heterogeneous Edge Cluster. ACM Trans. Archit. Code Optim. 22(1): 10:1-10:26 (2025) - [j497]Yi Liu, Song Guo, Jie Zhang, Zicong Hong, Yufeng Zhan, Qihua Zhou:
Collaborative Neural Architecture Search for Personalized Federated Learning. IEEE Trans. Computers 74(1): 250-262 (2025) - [j496]Zhihao Qu, Ninghui Jia, Baoliu Ye, Shihong Hu, Song Guo:
FedQClip: Accelerating Federated Learning via Quantized Clipped SGD. IEEE Trans. Computers 74(2): 717-730 (2025) - [j495]Shijing Yuan, Beiyu Dong, Jie Li, Song Guo, Hongyang Chen, Chentao Wu, Jie Wu, Wei Zhao:
Adaptive Incentivize for Federated Learning With Cloud-Edge Collaboration Under Multi-Level Information Sharing. IEEE Trans. Computers 74(7): 2445-2460 (2025) - [j494]Junpeng Ke, Junlong Zhou, Dan Meng, Yue Zeng, Yizhou Shi, Xiangmou Qu, Song Guo:
JCSRC: Joint Client Selection and Resource Configuration for Energy-Efficient Multi-Task Federated Learning. IEEE Trans. Computers 74(12): 4094-4108 (2025) - [j493]Shijing Yuan, Yuxin Liu, Song Guo, Jie Li, Hongyang Chen, Chentao Wu, Yang Yang:
Efficient Online Computing Offloading for Budget- Constrained Cloud-Edge Collaborative Video Streaming Systems. IEEE Trans. Cloud Comput. 13(1): 273-287 (2025) - [j492]Chao Dong, Feiyu Wu, Yuben Qu, Rajendra Akerkar, Tao Wu, Fuhui Zhou, Qihui Wu, Song Guo:
Joint Data Retransmission and Client Selection Optimization for Error-Tolerant Federated Learning in AAV Networks. IEEE Trans. Cogn. Commun. Netw. 11(4): 2275-2288 (2025) - [j491]Yuqian Jing, Yuben Qu, Tao Wu, Chao Dong, Song Guo, Qihui Wu:
Air-Ground Integrated Online Federated Learning Under Unreliable Communication. IEEE Trans. Cogn. Commun. Netw. 11(6): 4110-4125 (2025) - [j490]Kai Liu, Song Guo, Penglin Dai, Rui Tan, Shan Du:
Guest Editorial of the Special section on Edge Intelligence and Its Applications to Consumer Electronics. IEEE Trans. Consumer Electron. 71(2): 4656-4659 (2025) - [j489]Jinwen Liang, Song Guo, Zicong Hong, Enyuan Zhou, Chuan Zhang, Bin Xiao:
SecPQ: Secure Prediction Queries on Encrypted Outsourced Databases. IEEE Trans. Dependable Secur. Comput. 22(5): 4534-4548 (2025) - [j488]Runze Wang, Yipeng Zhou, Jiahao Liu, Xuezheng Liu, Miao Hu, Di Wu, Quan Z. Sheng, Song Guo:
CODP: Improving Differentially Private Federated Learning by Cascading and Offsetting Noises Between Iterations. IEEE Trans. Dependable Secur. Comput. 22(6): 5943-5955 (2025) - [j487]Zirui Zhuang, Jianan Chen, Wenchao Xu, Qi Qi, Song Guo, Jingyu Wang, Lu Lu, Hongwei Yang, Jianxin Liao:
DECC: Delay-Aware Edge-Cloud Collaboration for Accelerating DNN Inference. IEEE Trans. Emerg. Top. Comput. 13(2): 438-450 (2025) - [j486]Qihua Hu, Weiping Wang, Hong Song, Song Guo, Jian Zhang, Shigeng Zhang:
ASDroid: Resisting Evolving Android Malware With API Clusters Derived From Source Code. IEEE Trans. Inf. Forensics Secur. 20: 1822-1835 (2025) - [j485]Jie Zhang, Song Guo, Xiaosong Ma, Wenchao Xu, Qihua Zhou, Jingcai Guo, Zicong Hong, Jun Shan:
Model Decomposition and Reassembly for Purified Knowledge Transfer in Personalized Federated Learning. IEEE Trans. Mob. Comput. 24(1): 379-393 (2025) - [j484]Shijing Yuan, Qingshi Zhou, Jie Li, Song Guo, Hongyang Chen, Chentao Wu, Yang Yang:
Adaptive Incentive and Resource Allocation for Blockchain-Supported Edge Video Streaming Systems: A Cooperative Learning Approach. IEEE Trans. Mob. Comput. 24(2): 539-556 (2025) - [j483]Xin Yuan, Ning Li, Kang Wei, Wenchao Xu, Quan Chen, Hao Chen, Song Guo:
Mobility and Cost Aware Inference Accelerating Algorithm for Edge Intelligence. IEEE Trans. Mob. Comput. 24(3): 1530-1549 (2025) - [j482]Jiangjin Yin, Xin Xie, Hangyu Mao, Song Guo:
Efficient Missing Key Tag Identification in Large-Scale RFID Systems: An Iterative Verification and Selection Method. IEEE Trans. Mob. Comput. 24(3): 2253-2269 (2025) - [j481]Qinglong Zhang, Rui Han, Chi Harold Liu, Guoren Wang, Song Guo, Lydia Y. Chen:
EdgeTA: Neuron-Grained Scaling of Foundation Models in Edge-Side Retraining. IEEE Trans. Mob. Comput. 24(4): 2690-2707 (2025) - [j480]Quan Chen, Song Guo, Wenchao Xu, Jing Li, Tuo Shi, Hong Gao, Zhipeng Cai:
Average AoI Minimization With Directional Charging for Wireless-Powered Network Edge. IEEE Trans. Mob. Comput. 24(6): 4889-4906 (2025) - [j479]Yao Zhang, Yuyi Mao, Hui Wang, Zhiwen Yu, Song Guo, Jun Zhang, Liang Wang, Bin Guo:
Orchestrating Joint Offloading and Scheduling for Low-Latency Edge SLAM. IEEE Trans. Mob. Comput. 24(8): 6901-6917 (2025) - [j478]Yue Zeng, Junlong Zhou, Baoliu Ye, Zhihao Qu, Song Guo, Tianjian Gong, Pan Li:
ExpertDRL: Request Dispatching and Instance Configuration for Serverless Edge Inference With Foundation Models. IEEE Trans. Mob. Comput. 24(9): 8089-8104 (2025) - [j477]Wanting Yang, Zehui Xiong, Song Guo, Shiwen Mao, Dong In Kim, Mérouane Debbah:
Efficient Multi-User Offloading of Personalized Diffusion Models: A DRL-Convex Hybrid Solution. IEEE Trans. Mob. Comput. 24(9): 9092-9109 (2025) - [j476]Jingcai Guo, Han Wang, Yuanyuan Xu, Wenchao Xu, Yufeng Zhan, Yuxia Sun, Song Guo:
Multimodal Dual-Embedding Networks for Malware Open-Set Recognition. IEEE Trans. Neural Networks Learn. Syst. 36(3): 4545-4559 (2025) - [j475]Yingchun Wang, Song Guo, Jingcai Guo, Yuanhong Zhang, Weizhan Zhang, Qinghua Zheng, Jie Zhang:
Data Quality-Aware Mixed-Precision Quantization via Hybrid Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 36(5): 9018-9031 (2025) - [j474]Yi Liu, Song Guo, Jie Zhang, Yufeng Zhan, Qihua Zhou, Yingchun Wang:
Feature Correlation-Guided Knowledge Transfer for Federated Self-Supervised Learning. IEEE Trans. Neural Networks Learn. Syst. 36(6): 10544-10557 (2025) - [j473]Zhijie Rao, Jingcai Guo, Luyao Tang, Yue Huang, Xinghao Ding, Song Guo:
SRCD: Semantic Reasoning With Compound Domains for Single-Domain Generalized Object Detection. IEEE Trans. Neural Networks Learn. Syst. 36(7): 12497-12506 (2025) - [j472]Shan Huang, Haipeng Yao, Xiaoman Wang, Tianle Mai, Zunliang Wang, Song Guo:
Graph Attentional Based Agglomerative Cluster for UAV Swarm Networks. IEEE Trans. Netw. Sci. Eng. 12(4): 3311-3327 (2025) - [j471]Huawei Huang, Zhaokang Yin, Qinde Chen, Jian Zheng, Xiaofei Luo, Guang Ye, Xiaowen Peng, Zibin Zheng, Song Guo:
BrokerChain: A Blockchain Sharding Protocol by Exploiting Broker Accounts. IEEE Trans. Netw. 33(4): 1930-1945 (2025) - [j470]Fahao Chen, Peng Li, Zicong Hong, Zhou Su, Song Guo:
Communication-Efficient Sparsely-Activated Model Training via Sequence Migration and Token Condensation. IEEE Trans. Netw. 33(6): 2869-2880 (2025) - [j469]Quan Chen, Zhipeng Cai, Jing Li, Ning Li, Lianglun Cheng, Hong Gao, Song Guo:
Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks. ACM Trans. Sens. Networks 21(1): 4:1-4:32 (2025) - [j468]Junlong Zhou, Xiangpeng Hou, Yue Zeng, Peijin Cong, Weiming Jiang, Song Guo:
Quality of Experience and Reliability-Aware Task Offloading and Scheduling for Multi-User Mobile-Edge Computing Systems. IEEE Trans. Serv. Comput. 18(3): 1683-1696 (2025) - [c297]Qihua Zhou, Ruibin Li, Jingcai Guo, Yaodong Huang, Zhenda Xu, Laizhong Cui, Song Guo:
DeNC: Unleash Neural Codecs in Video Streaming with Diffusion Enhancement. AAAI 2025: 1192-1200 - [c296]Ziming Liu, Jingcai Guo, Song Guo, Xiaocheng Lu:
Epsilon: Exploring Comprehensive Visual-Semantic Projection for Multi-Label Zero-Shot Learning. AAAI 2025: 19059-19067 - [c295]Xuan Liu, Siqi Cai, Qihua Zhou, Song Guo, Ruibin Li, Kaiwei Lin:
Mjölnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion. AAAI 2025: 26308-26316 - [c294]Yang Chen, Jingcai Guo, Song Guo, Dacheng Tao:
Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition. CVPR 2025: 8721-8730 - [c293]Ruibin Li, Tao Yang, Song Guo, Lei Zhang:
RORem: Training a Robust Object Remover with Human-in-the-Loop. CVPR 2025: 14024-14035 - [c292]Ke Xing, Yanjie Dong, Xiping Hu, Victor C. M. Leung, M. Jamal Deen, Song Guo:
Privacy-Aware Federated Fine-Tuning of Large Pretrained Models With Just Forward Propagation. ICASSP 2025: 1-5 - [c291]Pengyu Liu, Enyuan Zhou, Song Guo, Zicong Hong, Wuhui Chen, Bin Xiao:
Regulated Blockchain Enabled Market for Internet of Things. ICBC 2025: 59-73 - [c290]Peiran Dong, Haowei Li, Song Guo:
Durable Quantization Conditioned Misalignment Attack on Large Language Models. ICLR 2025 - [c289]Haoxi Li, Xueyang Tang, Jie Zhang, Song Guo, Sikai Bai, Peiran Dong, Yue Yu:
Causally Motivated Sycophancy Mitigation for Large Language Models. ICLR 2025 - [c288]Xuan Liu, Jie Zhang, Haoyang Shang, Song Guo, Chengxu Yang, Quanyan Zhu:
Exploring Prosocial Irrationality for LLM Agents: A Social Cognition View. ICLR 2025 - [c287]Jian Liu, Haohan Weng, Biwen Lei, Xianghui Yang, Zibo Zhao, Zhuo Chen, Song Guo, Tao Han, Chunchao Guo:
FreeMesh: Boosting Mesh Generation with Coordinates Merging. ICML 2025 - [c286]Miaoge Li, Jingcai Guo, Richard Yi Da Xu, Dongsheng Wang, Xiaofeng Cao, Zhijie Rao, Song Guo:
TsCA: On the Semantic Consistency Alignment via Conditional Transport for Compositional Zero-Shot Learning. IJCAI 2025: 5607-5615 - [c285]Qianli Liu, Zicong Hong, Peng Li, Fahao Chen, Song Guo:
Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management. INFOCOM 2025: 1-10 - [c284]Shijing Yuan, Yiwen Xu, Mingyuan Liu, Gang Liu, Jie Li, Song Guo, Peng Li:
LANA: Lightweight AI-driven High-Fidelity Voice Services over 6G Narrowband Non-Terrestrial Networks. INFOCOM WKSHPS 2025: 1-2 - [c283]Jinxiang Lai, Wenlong Wu, Jiawei Zhan, Jian Li, Bin-Bin Gao, Jun Liu, Jie Zhang, Song Guo:
BoxSeg: Quality-Aware and Peer-Assisted Learning for Box-supervised Instance Segmentation. ACM Multimedia 2025: 238-246 - [c282]Haodong Wang, Qihua Zhou, Zicong Hong, Song Guo:
D2MoE: Dual Routing and Dynamic Scheduling for Efficient On-Device MoE-based LLM Serving. MobiCom 2025: 574-588 - [i132]Ruibin Li, Tao Yang, Song Guo, Lei Zhang:
RORem: Training a Robust Object Remover with Human-in-the-Loop. CoRR abs/2501.00740 (2025) - [i131]Liu Qianli, Zicong Hong, Fahao Chen, Peng Li, Song Guo:
Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management. CoRR abs/2501.06709 (2025) - [i130]Yang Chen, Jingcai Guo, Song Guo, Jingren Zhou, Dacheng Tao:
Towards Robust and Realistic Human Pose Estimation via WiFi Signals. CoRR abs/2501.09411 (2025) - [i129]Ning Li, Song Guo, Tuo Zhang, Muqing Li, Zicong Hong, Qihua Zhou, Xin Yuan, Haijun Zhang:
The MoE-Empowered Edge LLMs Deployment: Architecture, Challenges, and Opportunities. CoRR abs/2502.08381 (2025) - [i128]Yao Zhang, Yuyi Mao, Hui Wang, Zhiwen Yu, Song Guo, Jun Zhang, Liang Wang, Bin Guo:
Orchestrating Joint Offloading and Scheduling for Low-Latency Edge SLAM. CoRR abs/2502.16495 (2025) - [i127]Jinxiang Lai, Wenlong Wu, Jiawei Zhan, Jian Li, Bin-Bin Gao, Jun Liu, Jie Zhang, Song Guo:
BoxSeg: Quality-Aware and Peer-Assisted Learning for Box-supervised Instance Segmentation. CoRR abs/2504.05137 (2025) - [i126]Haodong Wang, Qihua Zhou, Zicong Hong, Song Guo:
D2MoE: Dual Routing and Dynamic Scheduling for Efficient On-Device MoE-based LLM Serving. CoRR abs/2504.15299 (2025) - [i125]Jian Liu, Haohan Weng, Biwen Lei, Xianghui Yang, Zibo Zhao, Zhuo Chen, Song Guo, Tao Han, Chunchao Guo:
FreeMesh: Boosting Mesh Generation with Coordinates Merging. CoRR abs/2505.13573 (2025) - [i124]Jian Liu, Jing Xu, Song Guo, Jing Li, Jingfeng Guo, Jiaao Yu, Haohan Weng, Biwen Lei, Xianghui Yang, Zhuo Chen, Fangqi Zhu, Tao Han, Chunchao Guo:
Mesh-RFT: Enhancing Mesh Generation via Fine-grained Reinforcement Fine-Tuning. CoRR abs/2505.16761 (2025) - [i123]Haoyang Shang, Xuan Liu, Zi Liang, Jie Zhang, Haibo Hu, Song Guo:
United Minds or Isolated Agents? Exploring Coordination of LLMs under Cognitive Load Theory. CoRR abs/2506.06843 (2025) - [i122]Weijie Wang, Jinwen Liang, Chuan Zhang, Ximeng Liu, Liehuang Zhu, Song Guo:
Epass: Efficient and Privacy-Preserving Asynchronous Payment on Blockchain. CoRR abs/2506.09387 (2025) - [i121]Haoyue Zhang, Hualei Zhang, Xiaosong Ma, Jie Zhang, Song Guo:
LazyEviction: Lagged KV Eviction with Attention Pattern Observation for Efficient Long Reasoning. CoRR abs/2506.15969 (2025) - [i120]Yongjiang Liu, Haoxi Li, Xiaosong Ma, Jie Zhang, Song Guo:
Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning Models. CoRR abs/2507.02663 (2025) - [i119]Haoxi Li, Sikai Bai, Jie Zhang, Song Guo:
CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs. CoRR abs/2507.06087 (2025) - [i118]Haoyue Zhang, Jie Zhang, Song Guo:
ToFe: Lagged Token Freezing and Reusing for Efficient Vision Transformer Inference. CoRR abs/2507.16260 (2025) - [i117]Senyao Li, Haozhao Wang, Wenchao Xu, Rui Zhang, Song Guo, Jingling Yuan, Xian Zhong, Tianwei Zhang, Ruixuan Li:
Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges. CoRR abs/2507.16731 (2025) - [i116]Tuo Zhang, Ning Li, Xin Yuan, Wenchao Xu, Quan Chen, Song Guo, Haijun Zhang:
Efficient Edge LLMs Deployment via HessianAware Quantization and CPU GPU Collaborative. CoRR abs/2508.07329 (2025) - [i115]Muqing Li, Ning Li, Xin Yuan, Wenchao Xu, Quan Chen, Song Guo, Haijun Zhang:
CoMoE: Collaborative Optimization of Expert Aggregation and Offloading for MoE-based LLMs at Edge. CoRR abs/2508.09208 (2025) - [i114]Tao Guo, Junxiao Wang, Fushuo Huo, Laizhong Cui, Song Guo, Jie Gui, Dacheng Tao:
On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View. CoRR abs/2508.16261 (2025) - [i113]Tao Han, Wanghan Xu, Junchao Gong, Xiaoyu Yue, Song Guo, Luping Zhou, Lei Bai:
InfGen: A Resolution-Agnostic Paradigm for Scalable Image Synthesis. CoRR abs/2509.10441 (2025) - [i112]Sikai Bai, Haoxi Li, Jie Zhang, Zicong Hong, Song Guo:
DiEP: Adaptive Mixture-of-Experts Compression through Differentiable Expert Pruning. CoRR abs/2509.16105 (2025) - [i111]Jian Liu, Chunshi Wang, Song Guo, Haohan Weng, Zhen Zhou, Zhiqi Li, Jiaao Yu, Yiling Zhu, Jing Xu, Biwen Lei, Zhuo Chen, Chunchao Guo:
QuadGPT: Native Quadrilateral Mesh Generation with Autoregressive Models. CoRR abs/2509.21420 (2025) - [i110]Hao Chen, Tao Han, Jie Zhang, Song Guo, Lei Bai:
STCast: Adaptive Boundary Alignment for Global and Regional Weather Forecasting. CoRR abs/2509.25210 (2025) - [i109]Yuni Lai, Xiaoyu Xue, Linghui Shen, Yulun Wu, Gaolei Li, Song Guo, Kai Zhou, Bin Xiao:
Provably Robust Adaptation for Language-Empowered Foundation Models. CoRR abs/2510.08659 (2025) - [i108]Yang Chen, Miaoge Li, Zhijie Rao, Deze Zeng, Song Guo, Jingcai Guo:
Learning by Neighbor-Aware Semantics, Deciding by Open-form Flows: Towards Robust Zero-Shot Skeleton Action Recognition. CoRR abs/2511.09388 (2025) - [i107]Fangqi Zhu, Zhengyang Yan, Zicong Hong, Quanxin Shou, Xiao Ma, Song Guo:
WMPO: World Model-based Policy Optimization for Vision-Language-Action Models. CoRR abs/2511.09515 (2025) - 2024
- [j467]Yuben Qu, Hao Sun, Chao Dong, Jiawen Kang, Haipeng Dai, Qihui Wu, Song Guo:
Elastic Collaborative Edge Intelligence for UAV Swarm: Architecture, Challenges, and Opportunities. IEEE Commun. Mag. 62(1): 62-68 (2024) - [j466]Minrui Xu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Song Guo, Yuguang Fang, Dong In Kim:
Generative AI-Enabled Mobile Tactical Multimedia Networks: Distribution, Generation, and Perception. IEEE Commun. Mag. 62(10): 96-102 (2024) - [j465]Shujiong Tang, Yue Yu, Hui Wang, Guiliang Wang, Wuhui Chen, Zenglin Xu, Song Guo, Wen Gao:
A Survey on Scheduling Techniques in Computing and Network Convergence. IEEE Commun. Surv. Tutorials 26(1): 160-195 (2024) - [j464]Zhaolong Ning, Hao Hu, Xiaojie Wang, Lei Guo, Song Guo, Guoyin Wang, Xinbo Gao:
Mobile Edge Computing and Machine Learning in the Internet of Unmanned Aerial Vehicles: A Survey. ACM Comput. Surv. 56(1): 13:1-13:31 (2024) - [j463]Dian Lei, Jinwen Liang, Chuan Zhang, Ximeng Liu, Daojing He, Liehuang Zhu, Song Guo:
Publicly Verifiable and Secure SVM Classification for Cloud-Based Health Monitoring Services. IEEE Internet Things J. 11(6): 9829-9842 (2024) - [j462]Shijing Yuan, Beiyu Dong, Hongtao Lv, Hongze Liu, Hongyang Chen, Chentao Wu, Song Guo, Yue Ding, Jie Li:
Adaptive Incentive for Cross-Silo Federated Learning in IIoT: A Multiagent Reinforcement Learning Approach. IEEE Internet Things J. 11(9): 15048-15058 (2024) - [j461]Zhuo Li, Sailan Zou, Song Guo:
On Energy Optimization for Hierarchical Federated Learning With Delay Constraint Through Node Cooperation. IEEE Internet Things J. 11(9): 15299-15309 (2024) - [j460]Feiyu Wu, Yuben Qu, Tao Wu, Chao Dong, Kefeng Guo, Qihui Wu, Song Guo:
Participant and Sample Selection for Efficient Online Federated Learning in UAV Swarms. IEEE Internet Things J. 11(12): 21202-21214 (2024) - [j459]Peng Li, Song Guo, Lin Cai, Mehrdad Dianati, Nirwan Ansari:
Guest Editorial Human-Centric Communication and Networking for Metaverse Over 5G and Beyond Networks - Part I. IEEE J. Sel. Areas Commun. 42(3): 509-513 (2024) - [j458]Peng Li, Song Guo, Lin Cai, Mehrdad Dianati, Nirwan Ansari:
Guest Editorial Human-Centric Communication and Networking for Metaverse Over 5G and Beyond Networks - Part II. IEEE J. Sel. Areas Commun. 42(4): 813-816 (2024) - [j457]Weiting Zhang, Mingyang Zhao, Zhuoyu Sun, Chuan Zhang, Jinwen Liang, Liehuang Zhu, Song Guo:
VSpatial: Enabling Private and Verifiable Spatial Keyword-Based Positioning in 6G-Oriented IoT. IEEE J. Sel. Areas Commun. 42(10): 2954-2969 (2024) - [j456]Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Quan Z. Sheng, Yinggui Wang, Song Guo:
Fast-Convergent Wireless Federated Learning: A Voting-Based TopK Model Compression Approach. IEEE J. Sel. Areas Commun. 42(11): 3048-3063 (2024) - [j455]Zicong Hong, Xiaoyu Qiu, Jian Lin, Wuhui Chen, Yue Yu, Hui Wang, Song Guo, Wen Gao:
Intelligence-Endogenous Management Platform for Computing and Network Convergence. IEEE Netw. 38(4): 166-173 (2024) - [j454]Yan Hong, Song Guo, Xianyi Zeng, Jie Zhang:
Human Cognition Modeling for the Metaverse-Oriented Design System. IEEE Netw. 38(6): 243-251 (2024) - [j453]Fushuo Huo, Ziming Liu, Jingcai Guo, Wenchao Xu, Song Guo:
UTDNet: A unified triplet decoder network for multimodal salient object detection. Neural Networks 170: 521-534 (2024) - [j452]Yingchun Wang, Song Guo, Jingcai Guo, Jie Zhang, Weizhan Zhang, Caixia Yan, Yuanhong Zhang:
Towards performance-maximizing neural network pruning via global channel attention. Neural Networks 171: 104-113 (2024) - [j451]Song Guo:
Editorial. IEEE Open J. Comput. Soc. 5: 1 (2024) - [j450]Qihua Zhou, Song Guo, Jun Pan, Jiacheng Liang, Jingcai Guo, Zhenda Xu, Jingren Zhou:
PASS: Patch Automatic Skip Scheme for Efficient On-Device Video Perception. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3938-3954 (2024) - [j449]Yiming Guo, Shiyu Jiang, Huiling Miao, Zhenghua Song, Junru Yu, Song Guo, Qingrui Chang:
Ground-Based Hyperspectral Estimation of Maize Leaf Chlorophyll Content Considering Phenological Characteristics. Remote. Sens. 16(12): 2133 (2024) - [j448]Tian Gao, Lei Zhang, Zechang Wang, Zhengjin Shi, Yuhan Ying, Andi Li, Chen Wu, Song Guo:
X-CTCANet: 3D spinal CT reconstruction directly from 2D X-ray images. Signal Image Video Process. 18(8-9): 6521-6528 (2024) - [j447]Yue Zeng, Zhihao Qu, Song Guo, Baoliu Ye, Jie Zhang, Jing Li, Bin Tang:
SafeDRL: Dynamic Microservice Provisioning With Reliability and Latency Guarantees in Edge Environments. IEEE Trans. Computers 73(1): 235-248 (2024) - [j446]Jing Li, Song Guo, Weifa Liang, Jianping Wang, Quan Chen, Wenchao Xu, Kang Wei, Xiaohua Jia:
Mobility-Aware Utility Maximization in Digital Twin-Enabled Serverless Edge Computing. IEEE Trans. Computers 73(7): 1837-1851 (2024) - [j445]Haotian Deng, Jinwen Liang, Chuan Zhang, Ximeng Liu, Liehuang Zhu, Song Guo:
FutureDID: A Fully Decentralized Identity System With Multi-Party Verification. IEEE Trans. Computers 73(8): 2051-2065 (2024) - [j444]Fahao Chen, Peng Li, Celimuge Wu, Song Guo:
Non-Clairvoyant Scheduling of Distributed Machine Learning With Inter-Job and Intra-Job Parallelism on Heterogeneous GPUs. IEEE Trans. Cloud Comput. 12(4): 1011-1025 (2024) - [j443]Jian Zheng, Huawei Huang, Zibin Zheng, Song Guo:
Adaptive Double-Spending Attacks on PoW-Based Blockchains. IEEE Trans. Dependable Secur. Comput. 21(3): 1098-1110 (2024) - [j442]Jiating Ma, Yipeng Zhou, Laizhong Cui, Song Guo:
An Optimized Sparse Response Mechanism for Differentially Private Federated Learning. IEEE Trans. Dependable Secur. Comput. 21(4): 2285-2295 (2024) - [j441]Chuan Zhang, Mingyang Zhao, Jinwen Liang, Qing Fan, Liehuang Zhu, Song Guo:
NANO: Cryptographic Enforcement of Readability and Editability Governance in Blockchain Databases. IEEE Trans. Dependable Secur. Comput. 21(4): 3439-3452 (2024) - [j440]Fuyuan Song, Jinwen Liang, Chuan Zhang, Zhangjie Fu, Zheng Qin, Song Guo:
Achieving Efficient and Privacy-Preserving Location-Based Task Recommendation in Spatial Crowdsourcing. IEEE Trans. Dependable Secur. Comput. 21(4): 4006-4023 (2024) - [j439]Xingyuan Wang, Yufei Xue, Jie Zhang, Yan Hong, Song Guo, Xianyi Zeng:
A Sustainable Supply Chain Design for Personalized Customization in Industry 5.0 Era. IEEE Trans. Ind. Informatics 20(6): 8786-8797 (2024) - [j438]Chuntao Ding, Yidong Li, Zhichao Lu, Shangguang Wang, Song Guo:
A Resource-Efficient Feature Extraction Framework for Image Processing in IoT Devices. IEEE Trans. Mob. Comput. 23(1): 42-55 (2024) - [j437]Jing Li, Song Guo, Weifa Liang, Quan Chen, Zichuan Xu, Wenzheng Xu, Albert Y. Zomaya:
Digital Twin-Assisted, SFC-Enabled Service Provisioning in Mobile Edge Computing. IEEE Trans. Mob. Comput. 23(1): 393-408 (2024) - [j436]Zijing Ma, Shigeng Zhang, Jia Liu, Xuan Liu, Weiping Wang, Jianxin Wang, Song Guo:
RF-Siamese: Approaching Accurate RFID Gesture Recognition With One Sample. IEEE Trans. Mob. Comput. 23(1): 797-811 (2024) - [j435]Tao Guo, Song Guo, Feijie Wu, Wenchao Xu, Jiewei Zhang, Qihua Zhou, Quan Chen, Weihua Zhuang:
Tree Learning: Towards Promoting Coordination in Scalable Multi-Client Training Acceleration. IEEE Trans. Mob. Comput. 23(3): 2382-2394 (2024) - [j434]Xiang Yang, Zikang Xu, Qi Qi, Jingyu Wang, Haifeng Sun, Jianxin Liao, Song Guo:
PICO: Pipeline Inference Framework for Versatile CNNs on Diverse Mobile Devices. IEEE Trans. Mob. Comput. 23(4): 2712-2730 (2024) - [j433]Wenchao Xu, Haozhao Wang, Zhaoyi Lu, Cunqing Hua, Nan Cheng, Song Guo:
Mobile Collaborative Learning Over Opportunistic Internet of Vehicles. IEEE Trans. Mob. Comput. 23(4): 3187-3199 (2024) - [j432]Wenchao Xu, Haodong Wan, Haozhao Wang, Nan Cheng, Quan Chen, Haibo Zhou, Song Guo:
Fast Packet Loss Inferring via Personalized Simulation-Reality Distillation. IEEE Trans. Mob. Comput. 23(5): 3696-3706 (2024) - [j431]Tao Guo, Song Guo, Junxiao Wang, Xueyang Tang, Wenchao Xu:
PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models - Federated Learning in Age of Foundation Model. IEEE Trans. Mob. Comput. 23(5): 5179-5194 (2024) - [j430]Chuan Zhang, Xingqi Luo, Jinwen Liang, Ximeng Liu, Liehuang Zhu, Song Guo:
POTA: Privacy-Preserving Online Multi-Task Assignment With Path Planning. IEEE Trans. Mob. Comput. 23(5): 5999-6011 (2024) - [j429]Leijie Wu,