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Huanxuan Liao

9 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

ACL ×5AAAI ×3NeurIPS ×1

Frequent coauthors

Kang Liu
×9
Jun Zhao
×9
Shizhu He
×6
Yupu Hao
×4
Zhuoran Jin
×3
Yequan Wang
×2
Xiangwen Liao
×2
Wenhao Teng
×2
Pengfei Cao
×2
Yubo Chen
×2
Yao Xu
×2
Yuanzhe Zhang
×2

Papers

  1. Harmonizing the Past, Present, and Future: A Null-Space Constrained Region-Specific Method for Continual Learning in LLMs
    ACL 2026 ·
    Jinhui Chen
    ,
    Shizhu He
    ,
    Xingchang Yang
    , Huanxuan Liao,
    Yequan Wang
    ,
    Xiangwen Liao
    ,
    Wenhao Teng
    ,
    Kang Liu
    ,
    Jun Zhao
  2. Pushing the Limits of LLM Tool Calling via Experiential Knowledge Integration and Activation
    ACL 2026 ·
    Yupu Hao
    ,
    Zhuoran Jin
    , Huanxuan Liao,
    Kang Liu
    ,
    Jun Zhao
  3. Shuttle Between Symbolic Instructions and Neural Parameters of Large Language Models
    ACL 2026 ·
    Wangtao Sun
    ,
    Haotian Xu
    , Huanxuan Liao,
    Xuanqing Yu
    ,
    Zhongtao Jiang
    ,
    Shizhu He
    ,
    Jun Zhao
    ,
    Kang Liu
  4. SparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning
    AAAI 2026 · Huanxuan Liao,
    Yixing Xu
    ,
    Shizhu He
    ,
    Guanchen Li
    ,
    Xuanwu Yin
    ,
    Dong Li
    ,
    Emad Barsoum
    ,
    Jun Zhao
    ,
    Kang Liu
  5. Spectral Disentanglement: Rank-Aware Task Adaptation for Rehearsal-free Continual Learning in LLMs
    ACL 2026 · Huanxuan Liao,
    Shizhu He
    ,
    Yupu Hao
    ,
    Yequan Wang
    ,
    Wenhao Teng
    ,
    Xiangwen Liao
    ,
    Jun Zhao
    ,
    Kang Liu
  6. CITI: Enhancing Tool Utilizing Ability in Large Language Models Without Sacrificing General Performance
    AAAI 2025 ·
    Yupu Hao
    ,
    Pengfei Cao
    ,
    Zhuoran Jin
    , Huanxuan Liao,
    Yubo Chen
    ,
    Kang Liu
    ,
    Jun Zhao
  7. Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity
    ACL 2025 ·
    Yupu Hao
    ,
    Pengfei Cao
    ,
    Zhuoran Jin
    , Huanxuan Liao,
    Yubo Chen
    ,
    Kang Liu
    ,
    Jun Zhao
  8. Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks
    AAAI 2025 · Huanxuan Liao,
    Shizhu He
    ,
    Yao Xu
    ,
    Yuanzhe Zhang
    ,
    Kang Liu
    ,
    Jun Zhao
  9. From Instance Training to Instruction Learning: Task Adapters Generation from Instructions
    NeurIPS 2024 · Huanxuan Liao,
    Shizhu He
    ,
    Yao Xu
    ,
    Yuanzhe Zhang
    ,
    Yanchao Hao
    ,
    Shengping Liu
    ,
    Kang Liu
    ,
    Jun Zhao