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Chengzhi Liu

8 papers at tracked venues · 6 at CORE A* · active 2024–2025

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Venues

ICLR ×2AAAI ×1ACL ×1CVPR ×1ICDM ×1MICCAI ×1NeurIPS ×1

Frequent coauthors

Feilong Tang
×5
Zhongxing Xu
×4
Zile Huang
×3
Haochen Xue
×3
Ming Hu
×3
Imran Razzak
×3
Zongyuan Ge
×3
Yulong Li
×2
Chong Zhang
×2
Jionglong Su
×2
Junjun He
×2
Xin Eric Wang
×2

Papers

  1. Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis
    AAAI 2025 · Chengzhi Liu,
    Zile Huang
    ,
    Zhe Chen
    ,
    Feilong Tang
    ,
    Yu Tian
    ,
    Zhongxing Xu
    ,
    Zihong Luo
    ,
    Yalin Zheng
    ,
    Yanda Meng
  2. Intervening Anchor Token: Decoding Strategy in Alleviating Hallucinations for MLLMs
    ICLR 2025 ·
    Feilong Tang
    ,
    Zile Huang
    , Chengzhi Liu,
    Qiang Sun
    ,
    Harry Yang
    ,
    Ser-Nam Lim
  3. MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation
    ACL 2025 ·
    Haochen Xue
    ,
    Feilong Tang
    ,
    Ming Hu
    ,
    Yexin Liu
    ,
    Qidong Huang
    ,
    Yulong Li
    , Chengzhi Liu,
    Zhongxing Xu
    ,
    Chong Zhang
    ,
    Chun-Mei Feng
    ,
    Yutong Xie
    ,
    Imran Razzak
    ,
    Zongyuan Ge
    ,
    Jionglong Su
    ,
    Junjun He
    ,
    Yu Qiao
  4. More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
    NeurIPS 2025 ·
    Zhongxing Xu
    , Chengzhi Liu,
    Qingyue Wei
    ,
    Juncheng Wu
    ,
    James Y. Zou
    ,
    Xin Wang
    ,
    Yuyin Zhou
    ,
    Sheng Liu
  5. Multimodal Situational Safety
    ICLR 2025 ·
    Kaiwen Zhou
    , Chengzhi Liu,
    Xuandong Zhao
    ,
    Anderson Compalas
    ,
    Dawn Song
    ,
    Xin Eric Wang
  6. Robust Multimodal Learning for Ophthalmic Disease Grading via Disentangled Representation
    MICCAI 2025 ·
    Xinkun Wang
    ,
    Yifang Wang
    ,
    Senwei Liang
    ,
    Feilong Tang
    , Chengzhi Liu,
    Ming Hu
    ,
    Chao Hu
    ,
    Junjun He
    ,
    Zongyuan Ge
    ,
    Imran Razzak
  7. Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding
    CVPR 2025 ·
    Feilong Tang
    , Chengzhi Liu,
    Zhongxing Xu
    ,
    Ming Hu
    ,
    Zile Huang
    ,
    Haochen Xue
    ,
    Ziyang Chen
    ,
    Zelin Peng
    ,
    Zhiwei Yang
    ,
    Sijin Zhou
    ,
    Wenxue Li
    ,
    Yulong Li
    ,
    Wenxuan Song
    ,
    Shiyan Su
    ,
    Wei Feng
    ,
    Jionglong Su
    ,
    Mingquan Lin
    ,
    Yifan Peng
    ,
    Xuelian Cheng
    ,
    Imran Razzak
    ,
    Zongyuan Ge
  8. Goal-Guided Generative Prompt Injection Attack on Large Language Models
    ICDM 2024 ·
    Chong Zhang
    ,
    Mingyu Jin
    ,
    Qinkai Yu
    , Chengzhi Liu,
    Haochen Xue
    ,
    Xiaobo Jin