publications

Conference publications, preprints, and current submissions. (* denotes first or co-first author; submissions are explicitly marked under review.)

2026

  1. Under review
    Selective Partition Repair for Group-Relative Policy Optimization
    Binjie Zhang* and others
    2026
    Under review at ICLR 2027
  2. Under review
    StateTrackBench: Executable Trajectories for Locating Where Language Models Lose Track of Evolving State
    Binjie Zhang* and others
    2026
    Under review at ICLR 2027
  3. Under review
    Path Compatibility: Persistent Anchors for Continual VLA Fine-Tuning
    Binjie Zhang* and others
    2026
    Under review at ICLR 2027
  4. Under review
    Keep or Reset? Measuring Update Utility for On-Policy Distillation of Coding Agents
    Binjie Zhang* and others
    2026
    Under review at AAAI
  5. ECCV’26
    ReGRPO: Reflection-Augmented Policy Optimization for Tool-Using Agents
    Binjie Zhang* and Mike Zheng Shou
    In European Conference on Computer Vision (ECCV), 2026
    Accepted
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2023

  1. Preprint
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    TaCA: Upgrading Your Visual Foundation Model with Task-agnostic Compatible Adapter
    Binjie Zhang*, Yixiao Ge, Xuyuan Xu, and 2 more authors
    arXiv preprint arXiv:2306.12642, 2023
    Preprint
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  2. AAAI’23
    Darwinian Model Upgrades: Model Evolving with Selective Compatibility
    Binjie Zhang*, Shupeng Su*, Yixiao Ge, and 5 more authors
    In AAAI Conference on Artificial Intelligence (AAAI), 2023
    Co-first author
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2022

  1. IJCAI’22
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    Towards Universal Backward-Compatible Representation Learning
    Binjie Zhang*, Yixiao Ge, Yantao Shen, and 6 more authors
    In International Joint Conference on Artificial Intelligence (IJCAI), 2022
    Long oral
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  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 5 more authors
    In International Conference on Learning Representations (ICLR), 2022
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