publications

Selected publications in reverse chronological order. (* denotes first author or core contribution.)

2026

  1. ECCV’26*
    ReGRPO: Reflection-Augmented Policy Optimization for Tool-Using Agents
    Binjie Zhang* and others
    In European Conference on Computer Vision (ECCV), 2026
    Accepted
  2. NeurIPS’26*
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    PathComp: Path-Anchored Compatibility for Lifelong Vision–Language–Action Adaptation
    Binjie Zhang* and others
    In Conference on Neural Information Processing Systems (NeurIPS), 2026
    Under review
  3. NeurIPS’26*
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    Ego-centric Predictive Model Conditioned on Hand Trajectories
    Binjie Zhang* and others
    In Conference on Neural Information Processing Systems (NeurIPS), 2026
    Under review
    HTML
  4. NeurIPS’26*
    Conflict-Aware Leave-One-Out for Multi-Hop RAG Attribution
    Binjie Zhang* and others
    In Conference on Neural Information Processing Systems (NeurIPS), 2026
    Under review
  5. AAAI*
    Training-Free Optimization of Agent Memory for Long-Horizon Tool Use
    Binjie Zhang* and others
    2026
    In preparation
  6. AAAI*
    Answer Evaluation for Tool-Using Agents
    Binjie Zhang* and others
    2026
    In preparation

2023

  1. arXiv’23*
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    TaCA: Upgrading Your Visual Foundation Model with a Task-Agnostic Compatible Adapter
    Binjie Zhang*, Yixiao Ge, Xuyuan Xu, and 1 more author
    arXiv preprint arXiv:2306.12642, 2023
    HTML
  2. AAAI’23*
    Darwinian Model Upgrades: Model Evolving with Selective Compatibility
    Binjie Zhang*, Yixiao Ge, Xuyuan Xu, and 1 more author
    In AAAI Conference on Artificial Intelligence (AAAI), 2023
    HTML

2022

  1. IJCAI’22*
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    Towards Universal Backward-Compatible Representation Learning
    Binjie Zhang*, Yixiao Ge, Yantao Shen, and 2 more authors
    In International Joint Conference on Artificial Intelligence (IJCAI), 2022
    Long oral
    HTML
  2. ICLR’22*
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    Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image Retrieval
    Binjie Zhang*, Yixiao Ge, Yantao Shen, and 3 more authors
    In International Conference on Learning Representations (ICLR), 2022
    HTML