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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
- 2025
[j468]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)- [j467]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) - [j466]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) - [j465]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) - 2024
- [j464]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) - [j463]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) - [j462]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) - [j461]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) - [j460]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) - [j459]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) - [j458]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) - [j457]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) - [j456]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) - [j455]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) - [j454]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) - [j453]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) - [j452]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) - [j451]Yan Hong, Song Guo, Xianyi Zeng, Jie Zhang:
Human Cognition Modeling for the Metaverse-Oriented Design System. IEEE Netw. 38(6): 243-251 (2024) - [j450]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) - [j449]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) - [j448]Song Guo:
Editorial. IEEE Open J. Comput. Soc. 5: 1 (2024) - [j447]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) - [j446]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) - [j445]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) - [j444]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) - [j443]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) - [j442]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) - [j441]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) - [j440]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) - [j439]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) - [j438]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) - [j437]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) - [j436]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) - [j435]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) - [j434]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) - [j433]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) - [j432]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) - [j431]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) - [j430]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) - [j429]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) - [j428]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) - [j427]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) - [j426]Leijie Wu, Song Guo, Zicong Hong, Yi Liu, Wenchao Xu, Yufeng Zhan:
Long-Term Adaptive VCG Auction Mechanism for Sustainable Federated Learning With Periodical Client Shifting. IEEE Trans. Mob. Comput. 23(5): 6060-6073 (2024) - [j425]Jing Li, Song Guo, Weifa Liang, Jianping Wang, Quan Chen, Yue Zeng, Baoliu Ye, Xiaohua Jia:
Digital Twin-Enabled Service Provisioning in Edge Computing via Continual Learning. IEEE Trans. Mob. Comput. 23(6): 7335-7350 (2024) - [j424]Quan Chen, Song Guo, Kaijia Wang, Wenchao Xu, Jing Li, Zhipeng Cai, Hong Gao, Albert Y. Zomaya:
Towards Real-Time Inference Offloading With Distributed Edge Computing: The Framework and Algorithms. IEEE Trans. Mob. Comput. 23(7): 7552-7571 (2024) - [j423]Yalong Xiao, Junfeng Zhu, Shigeng Zhang, Xuan Liu, Song Guo:
Fall-Attention: An Attention-Based Fall Detection Method for Adjoint Activities. IEEE Trans. Mob. Comput. 23(7): 7895-7909 (2024) - [j422]Kaimin Wei, Guozi Qi, Zhetao Li, Song Guo, Jinpeng Chen:
Group Task Recommendation in Mobile Crowdsensing: An Attention-Based Neural Collaborative Approach. IEEE Trans. Mob. Comput. 23(8): 8066-8076 (2024) - [j421]Duyu Chen, Wenchao Xu, Haozhao Wang, Yining Qi, Ruixuan Li, Pan Zhou, Song Guo:
Caching User-Generated Content in Distributed Autonomous Networks via Contextual Bandit. IEEE Trans. Mob. Comput. 23(8): 8355-8369 (2024) - [j420]Yi Liu, Song Guo, Yufeng Zhan, Leijie Wu, Zicong Hong, Qihua Zhou:
Chiron: A Robustness-Aware Incentive Scheme for Edge Learning via Hierarchical Reinforcement Learning. IEEE Trans. Mob. Comput. 23(8): 8508-8524 (2024) - [j419]Yifan Shi, Kang Wei, Li Shen, Jun Li, Xueqian Wang, Bo Yuan, Song Guo:
Efficient Federated Learning With Enhanced Privacy via Lottery Ticket Pruning in Edge Computing. IEEE Trans. Mob. Comput. 23(10): 9946-9958 (2024) - [j418]Leijie Wu, Song Guo, Yaohong Ding, Junxiao Wang, Wenchao Xu, Yufeng Zhan, Anne-Marie Kermarrec:
Rethinking Personalized Client Collaboration in Federated Learning. IEEE Trans. Mob. Comput. 23(12): 11227-11239 (2024) - [j417]Hao Sun, Yuben Qu, Chao Dong, Haipeng Dai, Zhenhua Li, Lei Zhang, Qihui Wu, Song Guo:
All-Sky Autonomous Computing in UAV Swarm. IEEE Trans. Mob. Comput. 23(12): 13258-13274 (2024) - [j416]Tao Guo, Song Guo, Junxiao Wang:
Explore and Cure: Unveiling Sample Effectiveness With Context-Aware Federated Prompt Tuning. IEEE Trans. Mob. Comput. 23(12): 14044-14054 (2024) - [j415]Jing Li, Song Guo, Weifa Liang, Jianping Wang, Quan Chen, Zicong Hong, Zichuan Xu, Wenzheng Xu, Bin Xiao:
AoI-Aware Service Provisioning in Edge Computing for Digital Twin Network Slicing Requests. IEEE Trans. Mob. Comput. 23(12): 14607-14621 (2024) - [j414]Shenghai Yuan, Jijia Chen, Wenchao Jiang, Zhiming Zhao, Song Guo:
LHNetV2: A Balanced Low-Cost Hybrid Network for Single Image Dehazing. IEEE Trans. Multim. 26: 8197-8209 (2024) - [j413]Tianzheng Nie, Haipeng Yao, Zunliang Wang, Jiawen Guo, Xiaolong Wang, Tianle Mai, Di Wu, Song Guo:
Hierarchical Scheduling Mechanism Based on Relaxed Constraints for Complex Industrial Scenes. IEEE Trans. Netw. Sci. Eng. 11(3): 3237-3249 (2024) - [j412]Fu Wang, Haipeng Yao, Wenji He, Huan Chang, Xiangjun Xin, Song Guo:
Time-Sensitive Scheduling Mechanism Based on End-to-End Collaborative Latency Tolerance for Low-Earth-Orbit Satellite Networks. IEEE Trans. Netw. Sci. Eng. 11(6): 5149-5162 (2024) - [j411]Yongkang Gong, Haipeng Yao, Jingjing Wang, Maozhen Li, Song Guo:
Edge Intelligence-Driven Joint Offloading and Resource Allocation for Future 6G Industrial Internet of Things. IEEE Trans. Netw. Sci. Eng. 11(6): 5644-5655 (2024) - [j410]Quan Chen, Song Guo, Zhipeng Cai, Jing Li, Tuo Shi, Hong Gao:
Peak AoI Minimization at Wireless-Powered Network Edge: From the Perspective of Both Charging and Transmitting. IEEE/ACM Trans. Netw. 32(1): 806-821 (2024) - [j409]Jing Li, Song Guo, Weifa Liang, Jianping Wang, Quan Chen, Zichuan Xu, Wenzheng Xu:
AoI-Aware User Service Satisfaction Enhancement in Digital Twin-Empowered Edge Computing. IEEE/ACM Trans. Netw. 32(2): 1677-1690 (2024) - [j408]Rongxin Han, Jingyu Wang, Qi Qi, Dezhi Chen, Zirui Zhuang, Haifeng Sun, Xiaoyuan Fu, Jianxin Liao, Song Guo:
Dynamic Network Slice for Bursty Edge Traffic. IEEE/ACM Trans. Netw. 32(4): 3142-3157 (2024) - [j407]Jing Li, Song Guo, Weifa Liang, Jie Wu, Quan Chen, Zichuan Xu, Wenzheng Xu, Jianping Wang:
AoI-Aware, Digital Twin-Empowered IoT Query Services in Mobile Edge Computing. IEEE/ACM Trans. Netw. 32(4): 3636-3650 (2024) - [j406]Yichen Li, Wenchao Xu, Yining Qi, Haozhao Wang, Ruixuan Li, Song Guo:
SR-FDIL: Synergistic Replay for Federated Domain-Incremental Learning. IEEE Trans. Parallel Distributed Syst. 35(11): 1879-1890 (2024) - [j405]Gepeng Zhu, Haipeng Yao, Tianle Mai, Zunliang Wang, Di Wu, Song Guo:
Fission Spectral Clustering Strategy for UAV Swarm Networks. IEEE Trans. Serv. Comput. 17(2): 537-548 (2024) - [j404]Meiling Dai, Shaoyong Guo, Song Guo, Sujie Shao, Xuesong Qiu:
Trusted Sharing of Computing Power Resources: Benefit-Driven Heterogeneous Network Service Provision Mechanism. IEEE Trans. Serv. Comput. 17(3): 1265-1278 (2024) - [j403]Quan Chen, Song Guo, Wenchao Xu, Jing Li, Kang Wei, Zhipeng Cai, Hong Gao:
Peak AoI Minimization With Directional Charging for Data Collection at Wireless-Powered Network Edge. IEEE Trans. Serv. Comput. 17(5): 2747-2761 (2024) - [j402]Hao Dong, Cunqing Hua, Lingya Liu, Wenchao Xu, Song Guo:
Optimization-Driven DRL-Based Joint Beamformer Design for IRS-Aided ITSN Against Smart Jamming Attacks. IEEE Trans. Wirel. Commun. 23(1): 667-682 (2024) - [j401]Gaochang Xie, Zehui Xiong, Xinyuan Zhang, Renchao Xie, Song Guo, Mohsen Guizani, H. Vincent Poor:
GAI-IoV: Bridging Generative AI and Vehicular Networks for Ubiquitous Edge Intelligence. IEEE Trans. Wirel. Commun. 23(10): 12799-12814 (2024) - [j400]Chao Fang, Hang Xu, Tianyi Zhang, Yingshan Li, Wei Ni, Zhu Han, Song Guo:
Joint Task Offloading and Content Caching for NOMA-Aided Cloud-Edge-Terminal Cooperation Networks. IEEE Trans. Wirel. Commun. 23(10): 15586-15600 (2024) - [j399]Xin Yuan, Ning Li, Tuo Zhang, Muqing Li, Yuwen Chen, José-Fernán Martínez-Ortega, Song Guo:
High Efficiency Inference Accelerating Algorithm for NOMA-Based Edge Intelligence. IEEE Trans. Wirel. Commun. 23(11): 17539-17556 (2024) - [j398]Jiaqi Xu, Haipeng Yao, Ru Zhang, Tianle Mai, Shan Huang, Song Guo:
Federated Learning Powered Semantic Communication for UAV Swarm Cooperation. IEEE Wirel. Commun. 31(4): 140-146 (2024) - [c278]Fushuo Huo, Wenchao Xu, Song Guo, Jingcai Guo, Haozhao Wang, Ziming Liu, Xiaocheng Lu:
ProCC: Progressive Cross-Primitive Compatibility for Open-World Compositional Zero-Shot Learning. AAAI 2024: 12689-12697 - [c277]Qihua Zhou, Jingcai Guo, Song Guo, Ruibin Li, Jie Zhang, Bingjie Wang, Zhenda Xu:
On the Robustness of Neural-Enhanced Video Streaming against Adversarial Attacks. AAAI 2024: 17123-17131 - [c276]Fushuo Huo, Wenchao Xu, Jingcai Guo, Haozhao Wang, Song Guo:
C2KD: Bridging the Modality Gap for Cross-Modal Knowledge Distillation. CVPR 2024: 16006-16015 - [c275]Sikai Bai, Jie Zhang, Song Guo, Shuaicheng Li, Jingcai Guo, Jun Hou, Tao Han, Xiaocheng Lu:
DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning. CVPR 2024: 27274-27283 - [c274]Yitian Chen, Xuan Liu, Shigeng Zhang, Xinning Chen, Song Guo:
Matching Gains with Pays: Effective and Fair Learning in Multi-Agent Public Goods Dilemmas. ECAI 2024: 3220-3227 - [c273]Yunfeng Fan, Wenchao Xu, Haozhao Wang, Fushuo Huo, Jinyu Chen, Song Guo:
Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality Selection. ECCV (81) 2024: 178-195 - [c272]Ruibin Li, Ruihuang Li, Song Guo, Lei Zhang:
Source Prompt Disentangled Inversion for Boosting Image Editability with Diffusion Models. ECCV (26) 2024: 404-421 - [c271]Zicong Hong, Jian Lin, Song Guo, Sifu Luo, Wuhui Chen, Roger Wattenhofer, Yue Yu:
Optimus: Warming Serverless ML Inference via Inter-Function Model Transformation. EuroSys 2024: 1039-1053 - [c270]Yuepeng Li, Deze Zeng, Lin Gut, Song Guo, Albert Y. Zomaya:
DNN Partitioning and Assignment for Distributed Inference in SGX Empowered Edge Cloud. ICDCS 2024: 635-644 - [c269]Xueyang Tang, Song Guo, Jie Zhang, Jingcai Guo:
Learning Personalized Causally Invariant Representations for Heterogeneous Federated Clients. ICLR 2024 - [c268]Jie Zhang, Xiaosong Ma, Song Guo, Peng Li, Wenchao Xu, Xueyang Tang, Zicong Hong:
Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models. ICML 2024 - [c267]Xueyang Tang, Song Guo, Jingcai Guo, Jie Zhang, Yue Yu:
Causally Motivated Personalized Federated Invariant Learning with Shortcut-Averse Information-Theoretic Regularization. ICML 2024 - [c266]Jiewei Zhang, Song Guo, Peiran Dong, Jie Zhang, Ziming Liu, Yue Yu, Xiao-Ming Wu:
Easing Concept Bleeding in Diffusion via Entity Localization and Anchoring. ICML 2024 - [c265]Jingcai Guo, Qihua Zhou, Xiaocheng Lu, Ruibin Li, Ziming Liu, Jie Zhang, Bo Han, Junyang Chen, Xin Xie, Song Guo:
ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning. IJCAI 2024: 4062-4070 - [c264]Jinyu Chen, Wenchao Xu, Zicong Hong, Song Guo, Haozhao Wang, Jie Zhang, Deze Zeng:
OTAS: An Elastic Transformer Serving System via Token Adaptation. INFOCOM 2024: 1021-1030 - [c263]Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Song Guo:
Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression. INFOCOM 2024: 1271-1280 - [c262]Chonghe Zhao, Yipeng Zhou, Shengli Zhang, Taotao Wang, Quan Z. Sheng, Song Guo:
DEthna: Accurate Ethereum Network Topology Discovery with Marked Transactions. INFOCOM 2024: 1711-1720 - [c261]Akash Dhasade, Yaohong Ding, Song Guo, Anne-Marie Kermarrec, Martijn de Vos, Leijie Wu:
QuickDrop: Efficient Federated Unlearning via Synthetic Data Generation. Middleware 2024: 266-278 - [c260]Yunfeng Fan, Wenchao Xu, Haozhao Wang, Junhong Liu, Song Guo:
Detached and Interactive Multimodal Learning. ACM Multimedia 2024: 5470-5478 - [c259]Ruibin Li, Jingcai Guo, Qihua Zhou, Song Guo:
FreePIH: Training-Free Painterly Image Harmonization with Diffusion Model. ACM Multimedia 2024: 7464-7473 - [c258]Yingchun Wang, Jingcai Guo, Song Guo, Yi Liu, Jie Zhang, Weizhan Zhang:
SFP: Spurious Feature-Targeted Pruning for Out-of-Distribution Generalization. ACM Multimedia 2024: 8412-8420 - [c257]Rui Zhang, Song Guo, Ping Li:
GradFilt: Class-wise Targeted Data Reconstruction from Gradients in Federated Learning. WWW (Companion Volume) 2024: 698-701 - [c256]Enyuan Zhou, Song Guo, Zhixiu Ma, Zicong Hong, Tao Guo, Peiran Dong:
Poisoning Attack on Federated Knowledge Graph Embedding. WWW 2024: 1998-2008 - [i98]Yunfeng Fan, Wenchao Xu, Haozhao Wang, Penghui Ruan, Song Guo:
Client-wise Modality Selection for Balanced Multi-modal Federated Learning. CoRR abs/2401.00403 (2024) - [i97]Yunfeng Fan, Wenchao Xu, Haozhao Wang, Jiaqi Zhu, Song Guo:
Balanced Multi-modal Federated Learning via Cross-Modal Infiltration. CoRR abs/2401.00894 (2024) - [i96]Jinyu Chen, Wenchao Xu, Zicong Hong, Song Guo, Haozhao Wang, Jie Zhang, Deze Zeng:
OTAS: An Elastic Transformer Serving System via Token Adaptation. CoRR abs/2401.05031 (2024) - [i95]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. CoRR abs/2401.06386 (2024) - [i94]Jingcai Guo, Zhijie Rao, Song Guo, Jingren Zhou, Dacheng Tao:
Fine-Grained Zero-Shot Learning: Advances, Challenges, and Prospects. CoRR abs/2401.17766 (2024) - [i93]Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Song Guo:
Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression. CoRR abs/2402.03815 (2024) - [i92]Chonghe Zhao, Yipeng Zhou, Shengli Zhang,