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Mingchen Li

16 papers at tracked venues · 12 at CORE A* · active 2024–2026

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Venues

AAAI ×3ACL ×3NeurIPS ×3EACL ×1EMNLP ×1ICDM ×1ICLR ×1IJCAI ×1USENIX Security ×1WWW ×1

Frequent coauthors

Yunhe Feng
×4
Junhua Ding
×3
Samet Oymak
×3
Huiqun Yu
×3
Liang Hong
×3
Jiatan Huang
×2
Zonghai Yao
×2
Hong Yu
×2
Heng Fan
×2
Xinzhu Ma
×2
Bozitao Zhong
×2
Wanli Ouyang
×2

Papers

  1. Digital Skin, Digital Bias: Uncovering Tone-Based Biases in LLMs and Emoji Embeddings
    WWW 2026 · Mingchen Li,
    Wajdi Aljedaani
    ,
    Yingjie Liu
    ,
    Navyasri Meka
    ,
    Xuan Lu
    ,
    Xinyue Ye
    ,
    Junhua Ding
    ,
    Yunhe Feng
  2. Efficient and Effective Internal Memory Retrieval for LLM-Based Healthcare Prediction
    ACL 2026 · Mingchen Li,
    Jiatan Huang
    ,
    Zonghai Yao
    ,
    Hong Yu
  3. Harmful Factuality: LLMs Correcting What They Shouldn't
    EACL 2026 · Mingchen Li,
    Hanzhi Zhang
    ,
    Heng Fan
    ,
    Junhua Ding
    ,
    Yunhe Feng
  4. OrgaCast: A Trustworthy Spatiotemporal Diffusion Model for Fluorescence Organoid Forecasting
    AAAI 2026 ·
    Dawei Gao
    ,
    Angello Huerta Gomez
    , Mingchen Li,
    Marcel El-Mokahal
    ,
    Huaxiao Yang
    ,
    Yunhe Feng
  5. RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs in Medicine
    ACL 2026 ·
    Jiatan Huang
    , Mingchen Li,
    Zonghai Yao
    ,
    Dawei Li
    ,
    Yuxin Zhang
    ,
    Zhichao Yang
    ,
    Yongkang Xiao
    ,
    Feiyun Ouyang
    ,
    Xiaohan Li
    ,
    Shuo Han
    ,
    Hong Yu
  6. ContextAware: A Multi-Agent Framework for Detecting Harmful Image-Based Comments on Social Media
    IJCAI 2025 ·
    Zheng Wei
    , Mingchen Li,
    Pu Zhang
    ,
    Xinyu Liu
    ,
    Huamin Qu
    ,
    Pan Hui
  7. DP-GTR: Differentially Private Prompt Protection via Group Text Rewriting
    EMNLP 2025 · Mingchen Li,
    Heng Fan
    ,
    Song Fu
    ,
    Junhua Ding
    ,
    Yunhe Feng
  8. On the Power of Convolution-Augmented Transformer
    AAAI 2025 · Mingchen Li,
    Xuechen Zhang
    ,
    Yixiao Huang
    ,
    Samet Oymak
  9. TVNet: A Novel Time Series Analysis Method Based on Dynamic Convolution and 3D-Variation
    ICLR 2025 ·
    Chenghan Li
    , Mingchen Li,
    Ruisheng Diao
  10. Unsafe LLM-Based Search: Quantitative Analysis and Mitigation of Safety Risks in AI Web Search
    USENIX Security 2025 ·
    Zeren Luo
    ,
    Zifan Peng
    ,
    Yule Liu
    ,
    Zhen Sun
    , Mingchen Li,
    Jingyi Zheng
    ,
    Xinlei He
  11. Venus-MAXWELL: Efficient Learning of Protein-Mutation Stability Landscapes using Protein Language Models
    NeurIPS 2025 ·
    Yuanxi Yu
    ,
    Fan Jiang
    ,
    Xinzhu Ma
    ,
    Liang Zhang
    ,
    Bozitao Zhong
    ,
    Wanli Ouyang
    ,
    Guisheng Fan
    ,
    Huiqun Yu
    ,
    Liang Hong
    , Mingchen Li
  12. VenusFactory: An Integrated System for Protein Engineering with Data Retrieval and Language Model Fine-Tuning
    ACL 2025 ·
    Yang Tan
    ,
    Chen Liu
    ,
    Jingyuan Gao
    ,
    Banghao Wu
    , Mingchen Li,
    Ruilin Wang
    ,
    Lingrong Zhang
    ,
    Huiqun Yu
    ,
    Guisheng Fan
    ,
    Liang Hong
    ,
    Bingxin Zhou
  13. Class-Attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective
    AAAI 2024 ·
    Xuechen Zhang
    , Mingchen Li,
    Jiasi Chen
    ,
    Christos Thrampoulidis
    ,
    Samet Oymak
  14. ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention
    NeurIPS 2024 · Mingchen Li,
    Yang Tan
    ,
    Xinzhu Ma
    ,
    Bozitao Zhong
    ,
    Huiqun Yu
    ,
    Ziyi Zhou
    ,
    Wanli Ouyang
    ,
    Bingxin Zhou
    ,
    Pan Tan
    ,
    Liang Hong
  15. Selective Attention: Enhancing Transformer through Principled Context Control
    NeurIPS 2024 ·
    Xuechen Zhang
    ,
    Xiangyu Chang
    , Mingchen Li,
    Amit K. Roy-Chowdhury
    ,
    Jiasi Chen
    ,
    Samet Oymak
  16. Zero-Shot Link Prediction in Knowledge Graphs with Large Language Models
    ICDM 2024 · Mingchen Li,
    Chen Ling
    ,
    Rui Zhang
    ,
    Liang Zhao