PPaperPicks

Mingyu Derek Ma

14 papers at tracked venues · 9 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×4NAACL ×4ACL ×2EMNLP ×1ICLR ×1ICML ×1NeurIPS ×1

Frequent coauthors

Wei Wang
×10
Muhao Chen
×4
Nanyun Peng
×4
Fei Wang
×3
Chaowei Xiao
×3
Po-Nien Kung
×3
Dan Roth
×2
Zijie Huang
×2
Xiaoxuan Wang
×2
Qin Liu
×2
Kai-Wei Chang
×2
Yanchen Liu
×2

Papers

  1. iSeal: Encrypted Fingerprinting for Reliable LLM Ownership Verification
    AAAI 2026 ·
    Zixun Xiong
    ,
    Gaoyi Wu
    ,
    Qingyang Yu
    , Mingyu Derek Ma,
    Lingfeng Yao
    ,
    Miao Pan
    ,
    Xiaojiang Du
    ,
    Hao Wang
  2. GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation
    ICML 2025 ·
    Jiashu He
    , Mingyu Derek Ma,
    Jinxuan Fan
    ,
    Dan Roth
    ,
    Wei Wang
    ,
    Alejandro Ribeiro
  3. Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection
    ACL 2025 · Mingyu Derek Ma,
    Yanna Ding
    ,
    Zijie Huang
    ,
    Jianxi Gao
    ,
    Yizhou Sun
    ,
    Wei Wang
  4. Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction
    AAAI 2025 · Mingyu Derek Ma,
    Xiaoxuan Wang
    ,
    Yijia Xiao
    ,
    Anthony Cuturrufo
    ,
    Vijay S. Nori
    ,
    Eran Halperin
    ,
    Wei Wang
  5. MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
    NAACL 2025 ·
    Jingyuan Qi
    ,
    Zian Jia
    ,
    Minqian Liu
    ,
    Wangzhi Zhan
    ,
    Junkai Zhang
    ,
    Xiaofei Wen
    ,
    Jingru Gan
    ,
    Jianpeng Chen
    ,
    Qin Liu
    , Mingyu Derek Ma,
    Bangzheng Li
    ,
    Haohui Wang
    ,
    Adithya Kulkarni
    ,
    Muhao Chen
    ,
    Dawei Zhou
    ,
    Ling Li
    ,
    Wei Wang
    ,
    Lifu Huang
  6. MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding
    ICLR 2025 ·
    Fei Wang
    ,
    Xingyu Fu
    ,
    James Y. Huang
    ,
    Zekun Li
    ,
    Qin Liu
    ,
    Xiaogeng Liu
    , Mingyu Derek Ma,
    Nan Xu
    ,
    Wenxuan Zhou
    ,
    Kai Zhang
    ,
    Tianyi Lorena Yan
    ,
    Wenjie Jacky Mo
    ,
    Hsiang-Hui Liu
    ,
    Pan Lu
    ,
    Chunyuan Li
    ,
    Chaowei Xiao
    ,
    Kai-Wei Chang
    ,
    Dan Roth
    ,
    Sheng Zhang
    ,
    Hoifung Poon
    ,
    Muhao Chen
  7. Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach
    EMNLP 2024 ·
    Yanchen Liu
    , Mingyu Derek Ma,
    Wenna Qin
    ,
    Azure Zhou
    ,
    Jiaao Chen
    ,
    Weiyan Shi
    ,
    Wei Wang
    ,
    Diyi Yang
  8. GraphVis: Boosting LLMs with Visual Knowledge Graph Integration
    NeurIPS 2024 ·
    Yihe Deng
    ,
    Chenchen Ye
    ,
    Zijie Huang
    , Mingyu Derek Ma,
    Yiwen Kou
    ,
    Wei Wang
  9. Improving Event Definition Following For Zero-Shot Event Detection
    ACL 2024 ·
    Zefan Cai
    ,
    Po-Nien Kung
    ,
    Ashima Suvarna
    , Mingyu Derek Ma,
    Hritik Bansal
    ,
    Baobao Chang
    ,
    P. Jeffrey Brantingham
    ,
    Wei Wang
    ,
    Nanyun Peng
  10. Instructional Fingerprinting of Large Language Models
    NAACL 2024 ·
    Jiashu Xu
    ,
    Fei Wang
    , Mingyu Derek Ma,
    Pang Wei Koh
    ,
    Chaowei Xiao
    ,
    Muhao Chen
  11. Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models
    NAACL 2024 ·
    Jiashu Xu
    , Mingyu Derek Ma,
    Fei Wang
    ,
    Chaowei Xiao
    ,
    Muhao Chen
  12. MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways
    AAAI 2024 · Mingyu Derek Ma,
    Alexander K. Taylor
    ,
    Nuan Wen
    ,
    Yanchen Liu
    ,
    Po-Nien Kung
    ,
    Wenna Qin
    ,
    Shicheng Wen
    ,
    Azure Zhou
    ,
    Diyi Yang
    ,
    Xuezhe Ma
    ,
    Nanyun Peng
    ,
    Wei Wang
  13. Mitigating Bias for Question Answering Models by Tracking Bias Influence
    NAACL 2024 · Mingyu Derek Ma,
    Jiun-Yu Kao
    ,
    Arpit Gupta
    ,
    Yu-Hsiang Lin
    ,
    Wenbo Zhao
    ,
    Tagyoung Chung
    ,
    Wei Wang
    ,
    Kai-Wei Chang
    ,
    Nanyun Peng
  14. STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models
    AAAI 2024 · Mingyu Derek Ma,
    Xiaoxuan Wang
    ,
    Po-Nien Kung
    ,
    P. Jeffrey Brantingham
    ,
    Nanyun Peng
    ,
    Wei Wang