Tinghui Zhu

School of Computer Science, Fudan University

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I am a second year Master student at School of Computer Science, Fudan University, a member of Knowledge Works Research Laboratory, supervised by Professor Yanghua Xiao.

Currently, I am lucky to be a research intern at LUKA Group, working with Professor Muhao Chen. Previously, I was a research intern at OSU NLP Group, working with Professor Yu Su.

My research interests are broadly in Natural Language Processing and Multimodality, focusing on Reasoning, Planning, and RAG across different modalities.

Besides research, I enjoy swimming🏊‍♂️, basketball🏀, bowling🎳, tennis🎾 and piano🎹.

News

Oct 04, 2024 :bulb: New paper on cross-modality parametric knowledge conflicts in LVLMs!
Sep 21, 2024 :tada: Our survey on role-playing language agents is accepted to TMLR!
Jul 10, 2024 :tada: Our papers Deductive Beam Search: Decoding Deducible Rationale for Chain-of-Thought Reasoning and How Easily do Irrelevant Inputs Skew the Responses of Large Language Models? are accepted to COLM 2024!
Jun 07, 2024 :tada: Our paper TravelPlanner: A Benchmark for Real-World Planning with Language Agents is accepted to ICML 2024 as a spotlight!
Apr 28, 2024 :bulb: New survey From Persona to Personalization: A Survey on Role-Playing Language Agents!

Selected Publications

  1. mmkc.png
    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. DBS.png
    Deductive Beam Search: Decoding Deducible Rationale for Chain-of-Thought Reasoning
    Tinghui Zhu* ,  Kai Zhang* ,  Jian Xie ,  and  Yu Su
    COLM, 2024
  3. 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