Publications

2025

  1. extending.png
    Is Extending Modality The Right Path Towards Omni-Modality?
    Tinghui Zhu* ,  Kai Zhang* ,  Muhao Chen ,  and  Yu Su
    arXiv preprint arXiv:2506.01872, 2025
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    Can LLMs Learn to Map the World from Local Descriptions?
    Sirui Xia ,  Aili Chen ,  Xintao Wang ,  Tinghui Zhu ,  Yikai Zhang ,  Jiangjie Chen ,  and  Yanghua Xiao
    arXiv preprint arXiv:2505.20874, 2025
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    MciteBench: A Benchmark for Multimodal Citation Text Generation in MLLMs
    Caiyu Hu ,  Yikai Zhang ,  Tinghui Zhu ,  Yiwei Ye ,  and  Yanghua Xiao
    EMNLP, 2025

2024

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    Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models
    Tinghui Zhu ,  Qin Liu ,  Fei Wang ,  Zhengzhong Tu ,  and  Muhao Chen
    arXiv preprint arXiv:2410.03659, 2024
  2. persona_survey.png
    From Persona to Personalization: A Survey on Role-Playing Language Agents
    Jiangjie Chen ,  Xintao Wang ,  Rui Xu ,  Siyu Yuan ,  Yikai Zhang ,  Wei Shi ,  Jian Xie ,  Shuang Li ,  Ruihan Yang ,  Tinghui Zhu ,  and  others
    TMLR, 2024
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    How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?
    Siye Wu ,  Jian Xie ,  Jiangjie Chen ,  Tinghui Zhu ,  Kai Zhang ,  and  Yanghua Xiao
    COLM, 2024
  4. travelplanner.png
    TravelPlanner: A Benchmark for Real-World Planning with Language Agents
    Jian Xie* ,  Kai Zhang* ,  Jiangjie Chen ,  Tinghui Zhu ,  Renze Lou ,  Yuandong Tian ,  Yanghua Xiao ,  and  Yu Su
    ICML spotlight, 2024
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    Deductive Beam Search: Decoding Deducible Rationale for Chain-of-Thought Reasoning
    Tinghui Zhu* ,  Kai Zhang* ,  Jian Xie ,  and  Yu Su
    COLM, 2024

2023

  1. Towards Visual Taxonomy Expansion.png
    Towards Visual Taxonomy Expansion
    Tinghui Zhu ,  Jingping Liu ,  Haiyun Jiang ,  Yanghua Xiao ,  Zongyu Wang ,  Rui Xie ,  and  Yunsen Xian
    Proceedings of the 31st ACM International Conference on Multimedia, 2023
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    SLR:A Million-Scale Comprehensive Crossword Dataset for Simultaneous Learning and Reasoning
    Chao Wang* ,  Tinghui Zhu* ,  Jingping Liu ,  and  Yanghua Xiao
    2023
  3. End-to-end entity linking with hierarchical reinforcement learning
    Lihan Chen ,  Tinghui Zhu ,  Jingping Liu ,  Jiaqing Liang ,  and  Yanghua Xiao
    Proceedings of the AAAI Conference on Artificial Intelligence, 2023