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Di Liang

14 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

ACL ×4AAAI ×3EMNLP ×2SIGIR ×2ECAI ×1IJCAI ×1WWW ×1

Frequent coauthors

Peiyang Liu
×7
Xianjie Wu
×7
Minlong Peng
×6
Xi Wang
×3
Wei Ye
×3
Chao Xue
×3
Xingsheng Han
×3
Lei Jiang
×3
Yu Lu
×3
Shuang Liang
×3
Yao Wang
×3
Ziqiang Cui
×2

Papers

  1. Beyond Semantic Relevance: Counterfactual Risk Minimization for Robust Retrieval-Augmented Generation
    SIGIR 2026 ·
    Peiyang Liu
    ,
    Qiang Yan
    ,
    Ziqiang Cui
    , Di Liang,
    Xi Wang
    ,
    Wei Ye
  2. Chain of Evidence: Pixel-Level Visual Attribution for Iterative Retrieval-Augmented Generation
    SIGIR 2026 ·
    Peiyang Liu
    ,
    Ziqiang Cui
    ,
    Xi Wang
    , Di Liang,
    Wei Ye
  3. DeCoRL: Decoupling Reasoning Chains via Parallel Sub-Step Generation and Cascaded Reinforcement for Interpretable and Scalable RLHF
    AAAI 2026 ·
    Ziyuan Gao
    , Di Liang,
    Xianjie Wu
    ,
    Philippe Morel
    ,
    Minlong Peng
  4. Learning from Contrasts: Synthesizing Reasoning Paths from Diverse Search Trajectories
    ACL 2026 ·
    Peiyang Liu
    ,
    Zhirui Chen
    ,
    Xi Wang
    , Di Liang,
    Youru Li
    ,
    Zhi Cai
    ,
    Wei Ye
  5. MMTableBench: A Multi-level Multimodal Benchmark for Reasoning and Layout Complexity in Table QA
    WWW 2026 ·
    Xianjie Wu
    ,
    Xiaohang Xu
    ,
    Tingyu Jiang
    ,
    Jian Yang
    , Di Liang,
    Xianfu Cheng
    ,
    Zhenhe Wu
    ,
    Linzheng Chai
    ,
    Wei Zhang
    ,
    Jiaheng Liu
    ,
    Ge Zhang
    ,
    Bob Simons
    ,
    Tongliang Li
    ,
    Zhoujun Li
  6. Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning
    ACL 2026 ·
    Zekai Lin
    ,
    Chao Xue
    , Di Liang,
    Xingsheng Han
    ,
    Peiyang Liu
    ,
    Xianjie Wu
    ,
    Lei Jiang
    ,
    Yu Lu
    ,
    Bob Simons
    ,
    Shuang Liang
    ,
    Minlong Peng
  7. Reason Only When Needed: Efficient Generative Reward Modeling via Model-Internal Uncertainty
    ACL 2026 ·
    Chao Xue
    ,
    Yao Wang
    ,
    Mengqiao Liu
    , Di Liang,
    Xingsheng Han
    ,
    Peiyang Liu
    ,
    Xianjie Wu
    ,
    Chenyao Lu
    ,
    Lei Jiang
    ,
    Yu Lu
    ,
    Haibo Shi
    ,
    Shuang Liang
    ,
    Minlong Peng
    ,
    Flora D. Salim
  8. Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models
    ACL 2026 ·
    Chao Xue
    ,
    Yao Wang
    ,
    Mengqiao Liu
    , Di Liang,
    Xingsheng Han
    ,
    Peiyang Liu
    ,
    Xianjie Wu
    ,
    Chenyao Lu
    ,
    Lei Jiang
    ,
    Yu Lu
    ,
    Haibo Shi
    ,
    Shuang Liang
    ,
    Minlong Peng
    ,
    Flora D. Salim
  9. Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance
    EMNLP 2025 ·
    Yao Wang
    , Di Liang,
    Minlong Peng
  10. Structural Reward Model: Enhancing Interpretability, Efficiency, and Scalability in Reward Modeling
    EMNLP 2025 ·
    Xiaoyu Liu
    , Di Liang,
    Hongyu Shan
    ,
    Peiyang Liu
    ,
    Yonghao Liu
    ,
    Muling Wu
    ,
    Yuntao Li
    ,
    Xianjie Wu
    ,
    Li Miao
    ,
    Jiangrong Shen
    ,
    Minlong Peng
  11. TableBench: A Comprehensive and Complex Benchmark for Table Question Answering
    AAAI 2025 ·
    Xianjie Wu
    ,
    Jian Yang
    ,
    Linzheng Chai
    ,
    Ge Zhang
    ,
    Jiaheng Liu
    ,
    Xeron Du
    , Di Liang,
    Daixin Shu
    ,
    Xianfu Cheng
    ,
    Tianzhen Sun
    ,
    Tongliang Li
    ,
    Zhoujun Li
    ,
    Guanglin Niu
  12. Comateformer: Combined Attention Transformer for Semantic Sentence Matching
    ECAI 2024 ·
    Bo Li
    , Di Liang,
    Zixin Zhang
  13. Question Calibration and Multi-Hop Modeling for Temporal Question Answering
    AAAI 2024 ·
    Chao Xue
    , Di Liang,
    Pengfei Wang
    ,
    Jing Zhang
  14. Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference
    IJCAI 2024 ·
    Yonghao Liu
    ,
    Mengyu Li
    , Di Liang,
    Ximing Li
    ,
    Fausto Giunchiglia
    ,
    Lan Huang
    ,
    Xiaoyue Feng
    ,
    Renchu Guan