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Song Guo

  1. PMR: Prototypical Modal Rebalance for Multimodal Learning
    2022/11/14 by Yunfeng Fan, Fan, Yunfeng, Wenchao Xu +7 · 27 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Speech and Audio Processing #Text and Document Classification Technologies
  2. PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models -- Federated Learning in Age of Foundation Model
    2022/08/24 by Tao Guo, Song Guo, Guo, Tao +5 · 22 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  3. Federated Unlearning via Class-Discriminative Pruning
    2021/10/22 by Junxiao Wang, Song Guo, Wang, Junxiao +5 · 14 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  4. Layer-wised Model Aggregation for Personalized Federated Learning
    2022/05/09 by Xiaosong Ma, Jie Zhang, Ma, Xiaosong +5 · 11 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Caching and Content Delivery
  5. Parameterized Knowledge Transfer for Personalized Federated Learning
    2021/11/04 by Song Guo, Zhang, Jie, Guo, Song +7 · 7 citations
    Computer Science · #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #and Cluster Computing (cs.DC)
  6. A Survey on Gradient Inversion: Attacks, Defenses and Future Directions
    2022/06/15 by Rui Zhang, Zhang, Rui, Song Guo +7 · 6 citations
    Computer Science · Engineering · Medicine · #Adversarial Robustness in Machine Learning #Boron Compounds in Chemistry #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG)
  7. IRASim: A Fine-Grained World Model for Robot Manipulation
    2024/06/20 by Fangqi Zhu, Hongtao Wu, Zhu, Fangqi +9 · 7 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Reinforcement Learning in Robotics
  8. A Survey on Trustworthy Edge Intelligence: From Security and Reliability To Transparency and Sustainability
    2023/10/27 by Xiaojie Wang, Wang, Xiaojie, Beibei Wang +9 · 5 citations
    Computer Science · #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #User Authentication and Security Systems
  9. RORem: Training a Robust Object Remover with Human-in-the-Loop
    2025/01/01 by Ruibin Li, Li, Ruibin, Tao Yang +5 · 8 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
  10. FengWu-GHR: Learning the Kilometer-scale Medium-range Global Weather Forecasting
    2024/01/28 by Tao Han, Han, Tao, Song Guo +17 · 6 citations
    Computer Science · Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
  11. Information and Communications Technologies for Sustainable Development Goals: State-of-the-Art, Needs and Perspectives
    2018/02/19 by Jinsong Wu, Song Guo, Wu, Jinsong +7 · 2 citations
    Engineering · Business, Management and Accounting · #Smart Cities and Technologies #Green IT and Sustainability #Innovative Approaches in Technology and Social Development
  12. FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers
    2022/11/15 by Jinyu Chen, Wenchao Xu, Chen, Jinyu +9 · 3 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  13. DRPT: Disentangled and Recurrent Prompt Tuning for Compositional Zero-Shot Learning
    2023/05/02 by Xiaocheng Lu, Lu, Xiaocheng, Ziming Liu +11 · 3 citations
    Computer Science · Dentistry · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Dental Research and COVID-19 #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  14. 6G Communication New Paradigm: The Integration of Unmanned Aerial Vehicles and Intelligent Reflecting Surfaces
    2023/10/31 by Zhaolong Ning, Tengfeng Li, Ning, Zhaolong +11 · 3 citations
    Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Networking and Internet Architecture (cs.NI) #Satellite Communication Systems #Signal Processing (eess.SP) #UAV Applications and Optimization #electronic engineering #information engineering
  15. ProCC: Progressive Cross-primitive Compatibility for Open-World Compositional Zero-Shot Learning
    2022/11/19 by Fushuo Huo, Wenchao Xu, Huo, Fushuo +10 · 2 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  16. Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey
    2024/12/18 by Yichen Li, Li, Yichen, Wang, Haozhao +20 · 5 citations
    Computer Science · Engineering · #Distributed #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #IoT-based Smart Home Systems #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  17. Anchor Sampling for Federated Learning with Partial Client Participation
    2022/06/13 by Feijie Wu, Wu, Feijie, Song Guo +8 · 2 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  18. Compresso: Structured Pruning with Collaborative Prompting Learns Compact Large Language Models
    2023/10/08 by Song Guo, Guo, Song, Jiahang Xu +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  19. Balanced Multi-modal Federated Learning via Cross-Modal Infiltration
    2023/12/31 by Yunfeng Fan, Wenchao Xu, Fan, Yunfeng +7 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Multimedia (cs.MM) #Privacy-Preserving Technologies in Data
  20. A Novel Perspective to Zero-shot Learning: Towards an Alignment of Manifold Structures via Semantic Feature Expansion
    2020/04/30 by Jingcai Guo, Guo, Jingcai, Song Guo +1 · 1 citation
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
  21. Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition
    2024/11/18 by Yang Chen, Chen, Yang, Jingcai Guo +5 · 3 citations
    Computer Science · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications
  22. CaDM: Codec-aware Diffusion Modeling for Neural-enhanced Video Streaming
    2022/11/15 by Qihua Zhou, Ruibin Li, Zhou, Qihua +10 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimedia (cs.MM) #electronic engineering #information engineering
  23. GriDB: Scaling Blockchain Database via Sharding and Off-Chain Cross-Shard Mechanism
    2024/07/04 by Zicong Hong, Hong, Zicong, Song Guo +9 · 2 citations
    Computer Science · #Blockchain Technology Applications and Security #Databases (cs.DB) #FOS: Computer and information sciences
  24. A Coalition Formation Game Approach for Personalized Federated Learning
    2022/02/05 by Leijie Wu, Song Guo, Wu, Leijie +7 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data
  25. Generative AI-enabled Mobile Tactical Multimedia Networks: Distribution, Generation, and Perception
    2024/01/12 by Minrui Xu, Xu, Minrui, Dusit Niyato +11 · 2 citations
    Computer Science · Engineering · #Advanced Data and IoT Technologies #Caching and Content Delivery #FOS: Computer and information sciences #Multimedia (cs.MM)
  26. From Deterioration to Acceleration: A Calibration Approach to Rehabilitating Step Asynchronism in Federated Optimization
    2021/12/17 by Feijie Wu, Song Guo, Wu, Feijie +11 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Distributed #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  27. On the Element-Wise Representation and Reasoning in Zero-Shot Image Recognition: A Systematic Survey
    2024/08/09 by Jingcai Guo, Zhijie Rao, Guo, Jingcai +9 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. Prophet: Conflict-Free Sharding Blockchain via Byzantine-Tolerant Deterministic Ordering
    2023/04/17 by Zicong Hong, Song Guo, Hong, Zicong +13 · 1 citation
    Computer Science · #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  29. Efficient Multi-user Offloading of Personalized Diffusion Models: A DRL-Convex Hybrid Solution
    2024/11/24 by Wanting Yang, Zehui Xiong, Yang, Wanting +9 · 2 citations
    Computer Science · #Caching and Content Delivery #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Peer-to-Peer Network Technologies
  30. Spider: Any-to-Many Multimodal LLM
    2024/11/14 by Jinxiang Lai, Lai, Jinxiang, Jie Zhang +8 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
  31. A Survey on Off-chain Networks: Frameworks, Technologies, Solutions and Challenges
    2023/11/17 by Xiaojie Wang, Hanxue Li, Wang, Xiaojie +9 · 1 citation
    Computer Science · #Blockchain Technology Applications and Security #Software-Defined Networks and 5G #IoT and Edge/Fog Computing
  32. EBFT: Effective and Block-Wise Fine-Tuning for Sparse LLMs
    2024/02/19 by Song Guo, Fan Wu, Guo, Song +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Network Packet Processing and Optimization
  33. United Minds or Isolated Agents? Exploring Coordination of LLMs under Cognitive Load Theory
    2025/06/07 by Haoyang Shang, Xuan Liu, Shang, HaoYang +9 · 3 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  34. EmInspector: Combating Backdoor Attacks in Federated Self-Supervised Learning Through Embedding Inspection
    2024/05/21 by Yuwen Qian, Qian, Yuwen, Shuchi Wu +12 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  35. Mjolnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion
    2024/07/07 by Xuan Liu, Siqi Cai, Liu, Xuan +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Security in Wireless Sensor Networks
  36. Dynamic Network Slice for Bursty Edge Traffic
    2024/08/01 by Rongxin Han, Jingyu Wang, Qi Qi +6 · 1 citation
  37. Collaborative Neural Architecture Search for Personalized Federated Learning
    2024/10/10 by Yi Liu, Song Guo, Jie Zhang +3 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
  38. BrokerChain: A Blockchain Sharding Protocol by Exploiting Broker Accounts
    2024/12/10 by Huawei Huang, Huang, Huawei, Zhaokang Yin +13 · 1 citation
    Computer Science · #Blockchain Technology Applications and Security #Cryptography and Data Security
  39. Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges
    2025/07/22 by Senyang Li, Li, Senyao, Wenchao Xu +14 · 4 citations
    Computer Science · #IoT and Edge/Fog Computing #Big Data and Digital Economy #Advanced Neural Network Applications
  40. DiEP: Adaptive Mixture-of-Experts Compression through Differentiable Expert Pruning
    2025/09/19 by Sikai Bai, Bai, Sikai, H. J. Li +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing
  41. OrderMoE: An expert similarity driven distributed edge MoE inference
    2026/07/19 by Xin Yuan, Ning Li, Quan Chen +4
    #cs.NI #cs.DC #cs.LG
  42. RedFlow: Redirect Failure into Action-Level Corrections for Flow-matching VLA Policy
    2026/07/30 by Zhengyang Yan, Junhao Li, Fangqi Zhu +6
    Computer Science · #cs.RO #cs.AI