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Li, Songze

  1. InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
    2025/04/14 by Zhu, Jinguo, Wang, Weiyun, Chen, Zhe +48 · 526 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. InternVideo2: Scaling Foundation Models for Multimodal Video Understanding
    2024/03/22 by Yi Wang, Kunchang Li, Wang, Yi +34 · 101 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Analysis and Summarization
  3. InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
    2025/08/25 by Wang, Weiyun, Gao, Zhangwei, Gu, Lixin +72 · 260 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. FedML: A Research Library and Benchmark for Federated Machine Learning
    2020/07/27 by Chaoyang He, He, Chaoyang, Songze Li +34 · 29 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Blockchain Technology Applications and Security
  5. TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning
    2024/10/25 by X. Zeng, Zeng, Xiangyu, Kunchang Li +22 · 37 citations
    Medicine · Computer Science · #COVID-19 diagnosis using AI #Speech Recognition and Synthesis #Video Analysis and Summarization
  6. LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning
    2021/09/29 by Jinhyun So, Chaoyang He, So, Jinhyun +13 · 11 citations
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  7. A Fundamental Tradeoff between Computation and Communication in Distributed Computing
    2016/04/24 by Songze Li, Li, Songze, Mohammad Ali Maddah-Ali +5 · 9 citations
    Computer Science · #Stochastic Gradient Optimization Techniques #Privacy-Preserving Technologies in Data #Caching and Content Delivery
  8. Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy
    2018/06/04 by Qian Yu, Songze Li, Yu, Qian +9 · 8 citations
    Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Privacy-Preserving Technologies in Data #Ferroelectric and Negative Capacitance Devices
  9. Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents
    2024/11/14 by Yuyou Gan, Yong Yang, Gan, Yuyou +23 · 16 citations
    Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Ethics and Social Impacts of AI #FOS: Computer and information sciences
  10. Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning
    2023/04/25 by Yanbo Dai, Dai, Yanbo, Songze Li +1 · 6 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  11. A Unified Coding Framework for Distributed Computing with Straggling Servers
    2016/09/06 by Songze Li, Li, Songze, Mohammad Ali Maddah-Ali +3 · 5 citations
    Computer Science · #Caching and Content Delivery #Cooperative Communication and Network Coding #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  12. SwiftAgg: Communication-Efficient and Dropout-Resistant Secure Aggregation for Federated Learning with Worst-Case Security Guarantees
    2022/02/08 by Tayyebeh Jahani-Nezhad, Jahani-Nezhad, Tayyebeh, Mohammad Ali Maddah-Ali +5 · 4 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Cryptography and Data Security
  13. SwiftAgg+: Achieving Asymptotically Optimal Communication Loads in Secure Aggregation for Federated Learning
    2022/03/24 by Jahani-Nezhad, Tayyebeh, Maddah-Ali, Mohammad Ali, Li, Songze +1 · 4 citations
    #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  14. BackdoorIndicator: Leveraging OOD Data for Proactive Backdoor Detection in Federated Learning
    2024/05/31 by Songze Li, Yanbo Dai, Li, Songze +1 · 5 citations
    Computer Science · Engineering · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques
  15. Agent-Oriented Planning in Multi-Agent Systems
    2024/10/03 by Li, Ao, Xie, Yuexiang, Li, Songze +3 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
  16. Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel
    2024/12/11 by Wang, Zun, Li, Jialu, Hong, Yicong +8 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. InternSpatial: A Comprehensive Dataset for Spatial Reasoning in Vision-Language Models
    2025/06/23 by Deng, Nianchen, Gu, Lixin, Ye, Shenglong +17 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. LLMs Cannot Reliably Judge (Yet?): A Comprehensive Assessment on the Robustness of LLM-as-a-Judge
    2025/06/11 by Songze Li, Li, Songze, Chi Xu +15 · 7 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
  19. FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models
    2023/04/26 by Songze Li, Duanyi Yao, Li, Songze +3 · 2 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  20. Coded MapReduce
    2015/12/05 by Songze Li, Mohammad Ali Maddah-Ali, Li, Songze +3 · 1 citation
    Computer Science · #Cloud Computing and Resource Management #Stochastic Gradient Optimization Techniques #IoT and Edge/Fog Computing
  21. A Scalable Framework for Wireless Distributed Computing
    2016/08/19 by Li, Songze, Yu, Qian, Maddah-Ali, Mohammad Ali +1 · 1 citation
    #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Parallel #and Cluster Computing (cs.DC)
  22. Coding for Distributed Fog Computing
    2017/02/20 by Songze Li, Mohammad Ali Maddah-Ali, Li, Songze +3 · 1 citation
    Computer Science · #Caching and Content Delivery #Cooperative Communication and Network Coding #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Parallel #and Cluster Computing (cs.DC)
  23. Near-Optimal Straggler Mitigation for Distributed Gradient Methods
    2017/10/27 by Songze Li, Seyed Mohammadreza Mousavi Kalan, Li, Songze +5 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  24. VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos
    2025/06/12 by Yu, Jiashuo, Wu, Yue, Chu, Meng +14 · 6 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  25. Pipe-SGD: A Decentralized Pipelined SGD Framework for Distributed Deep Net Training
    2018/11/08 by Youjie Li, Mingchao Yu, Li, Youjie +9 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  26. Coded Merkle Tree: Solving Data Availability Attacks in Blockchains
    2019/10/02 by Yu, Mingchao, Sahraei, Saeid, Li, Songze +3 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT)
  27. TUNI: A Textual Unimodal Detector for Identity Inference in CLIP Models
    2024/05/23 by Songze Li, Ruoxi Cheng, Li, Songze +3 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  28. How to Optimally Allocate Resources for Coded Distributed Computing?
    2017/02/23 by Qian Yu, Yu, Qian, Songze Li +5 · 1 citation
    Computer Science · #Caching and Content Delivery #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  29. Secure Embedding Aggregation for Federated Representation Learning
    2022/06/18 by Tang, Jiaxiang, Zhu, Jinbao, Li, Songze +1 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
  30. Stochastic Coded Federated Learning: Theoretical Analysis and Incentive Mechanism Design
    2022/11/08 by Yuchang Sun, Sun, Yuchang, Jiawei Shao +7 · 1 citation
    Computer Science · #Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  31. DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing
    2022/10/06 by Jiawei Shao, Yuchang Sun, Shao, Jiawei +5 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Cryptography and Data Security
  32. URVFL: Undetectable Data Reconstruction Attack on Vertical Federated Learning
    2024/04/30 by Yao, Duanyi, Li, Songze, Gong, Xueluan +2 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. Manifoldchain: Maximizing Blockchain Throughput via Bandwidth-Clustered Sharding
    2024/07/23 by Chunjiang Che, Che, Chunjiang, Songze Li +3 · 1 citation
    Computer Science · #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  34. Hidden Data Privacy Breaches in Federated Learning
    2024/11/27 by Xueluan Gong, Gong, Xueluan, Shuaike Li +12 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Adversarial Robustness in Machine Learning
  35. PriRoAgg: Achieving Robust Model Aggregation with Minimum Privacy Leakage for Federated Learning
    2024/07/12 by Hou, Sizai, Li, Songze, Jahani-Nezhad, Tayyebeh +1 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  36. ReCIT: Reconstructing Full Private Data from Gradient in Parameter-Efficient Fine-Tuning of Large Language Models
    2025/04/29 by Xie, Jin, He, Ruishi, Li, Songze +2 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences