Siheng Chen

Venues

Frequent coauthors

Papers

1. FedGUI: Benchmarking Federated GUI Agents across Heterogeneous Platforms, Devices, and Operating Systems
   ACL 2026 ·

   Wenhao Wang

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2. LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark
   ACL 2026 ·

   Guangyi Liu

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3. MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools
   ACL 2026 ·

   Wenhao Wang

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4. TeachMaster: Generative Teaching via Code
   ACL 2026 ·

   Yuheng Wang

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5. Text2Mem: A Unified Memory Operation Language for Memory Operating System
   ACL 2026 ·

   Leo Wang

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6. VLMGuard-R1: Proactive Safety Alignment for VLMs via Reasoning-Driven Prompt Optimization
   ACL 2026 ·

   Menglan Chen

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7. AGC-Drive: A Large-Scale Dataset for Real-World Aerial-Ground Collaboration in Driving Scenarios
   NeurIPS 2025 ·

   Yunhao Hou

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8. BeliefMapNav: 3D Voxel-Based Belief Map for Zero-Shot Object Navigation
   NeurIPS 2025 ·

   Zibo Zhou

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9. Colmdriver: Llm-Based Negotiation Benefits Cooperative Autonomous Driving
   ICCV 2025 ·

   Changxing Liu

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10. Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models
    ICLR 2025 ·

    Rui Ye

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11. FedAPT: Federated Adversarial Prompt Tuning for Vision-Language Models
    ACM MM 2025 ·

    Kun Zhai

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12. FedDQC: Data Quality Control in Federated Instruction-tuning of Large Language Models
    ACL 2025 ·

    Yaxin Du

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13. FedMABench: Benchmarking Mobile GUI Agents on Decentralized Heterogeneous User Data
    EMNLP 2025 ·

    Wenhao Wang

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14. InfiniCube: Unbounded and Controllable Dynamic 3D Driving Scene Generation with World-Guided Video Models
    ICCV 2025 ·

    Yifan Lu

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15. Learning to Detect Objects from Multi-Agent LiDAR Scans without Manual Labels
    CVPR 2025 ·

    Qiming Xia

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16. MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems
    ICML 2025 ·

    Rui Ye

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17. OOD-Barrier: Build a Middle-Barrier for Open-Set Single-Image Test Time Adaptation via Vision Language Models
    NeurIPS 2025 ·

    Boyang Peng

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18. One is Plenty: A Polymorphic Feature Interpreter for Immutable Heterogeneous Collaborative Perception
    CVPR 2025 ·

    Yuchen Xia

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19. Optimizing Cross-Client Domain Coverage for Federated Instruction Tuning of Large Language Models
    EMNLP 2025 ·

    Zezhou Wang

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20. Point Cluster: A Compact Message Unit for Communication-Efficient Collaborative Perception
    ICLR 2025 ·

    Zihan Ding

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21. RoCo-Sim: Enhancing Roadside Collaborative Perception through Foreground Simulation
    ICCV 2025 ·

    Yuwen Du

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22. Self-Evolving Multi-Agent Collaboration Networks for Software Development
    ICLR 2025 ·

    Yue Hu

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23. Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation
    ACL 2025 ·

    Shuo Tang

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24. Training-Free Message Passing for Learning on Hypergraphs
    ICLR 2025 ·

    Bohan Tang

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25. Unraveling the Effects of Synthetic Data on End-to-End Autonomous Driving
    ICCV 2025 ·

    Junhao Ge

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26. V2X-R: Cooperative LiDAR-4D Radar Fusion with Denoising Diffusion for 3D Object Detection
    CVPR 2025 ·

    Xun Huang

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27. V2XScenes: A Multiple Challenging Traffic Conditions Dataset for Large-Range Vehicle-Infrastructure Collaborative Perception
    ICCV 2025 ·

    Bowen Wang

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28. An Extensible Framework for Open Heterogeneous Collaborative Perception
    ICLR 2024 ·

    Yifan Lu

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29. Communication-Efficient Collaborative Perception via Information Filling with Codebook
    CVPR 2024 ·

    Yue Hu

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30. Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents
    CVPR 2024 ·

    Yuxi Wei

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31. Fake It Till Make It: Federated Learning with Consensus-Oriented Generation
    ICLR 2024 ·

    Rui Ye

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32. FastMAC: Stochastic Spectral Sampling of Correspondence Graph
    CVPR 2024 ·

    Yifei Zhang

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33. FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models
    NeurIPS 2024 ·

    Rui Ye

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34. KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server
    EMNLP 2024 ·

    Wenhao Wang

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35. Language-Driven Interactive Traffic Trajectory Generation
    NeurIPS 2024 ·

    Junkai Xia

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36. MADE: Malicious Agent Detection for Robust Multi-Agent Collaborative Perception
    IROS 2024 ·

    Yangheng Zhao

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37. On the Vulnerability of Safety Alignment in Open-Access LLMs
    ACL 2024 ·

    Jingwei Yi

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38. OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning
    SIGKDD 2024 ·

    Rui Ye

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39. Robust Collaborative Perception without External Localization and Clock Devices
    ICRA 2024 ·

    Zixing Lei

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40. Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation
    ICML 2024 ·

    Xianghe Pang

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41. Self-Supervised Bird's Eye View Motion Prediction with Cross-Modality Signals
    AAAI 2024 ·

    Shaoheng Fang

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