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Mingchen Li

15 papers at tracked venues · 11 at CORE A* · active 2024–2026

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Venues

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

Frequent coauthors

Xuechen Zhang
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Dawei Gao
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Jiatan Huang
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Zheng Wei
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Chenghan Li
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Yuanxi Yu
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Yang Tan
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Papers

  1. Digital Skin, Digital Bias: Uncovering Tone-Based Biases in LLMs and Emoji Embeddings
    WWW 2026 · Mingchen Li
  2. Efficient and Effective Internal Memory Retrieval for LLM-Based Healthcare Prediction
    ACL 2026 · Mingchen Li
  3. Harmful Factuality: LLMs Correcting What They Shouldn't
    EACL 2026 · Mingchen Li
  4. OrgaCast: A Trustworthy Spatiotemporal Diffusion Model for Fluorescence Organoid Forecasting
    AAAI 2026 ·
    Dawei Gao
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  5. RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs in Medicine
    ACL 2026 ·
    Jiatan Huang
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  6. ContextAware: A Multi-Agent Framework for Detecting Harmful Image-Based Comments on Social Media
    IJCAI 2025 ·
    Zheng Wei
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  7. DP-GTR: Differentially Private Prompt Protection via Group Text Rewriting
    EMNLP 2025 · Mingchen Li
  8. On the Power of Convolution-Augmented Transformer
    AAAI 2025 · Mingchen Li
  9. TVNet: A Novel Time Series Analysis Method Based on Dynamic Convolution and 3D-Variation
    ICLR 2025 ·
    Chenghan Li
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  10. Venus-MAXWELL: Efficient Learning of Protein-Mutation Stability Landscapes using Protein Language Models
    NeurIPS 2025 ·
    Yuanxi Yu
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  11. VenusFactory: An Integrated System for Protein Engineering with Data Retrieval and Language Model Fine-Tuning
    ACL 2025 ·
    Yang Tan
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  12. Class-Attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective
    AAAI 2024 ·
    Xuechen Zhang
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  13. ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention
    NeurIPS 2024 · Mingchen Li
  14. Selective Attention: Enhancing Transformer through Principled Context Control
    NeurIPS 2024 ·
    Xuechen Zhang
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  15. Zero-Shot Link Prediction in Knowledge Graphs with Large Language Models
    ICDM 2024 · Mingchen Li