Mingyu Derek Ma

Venues

Frequent coauthors

Papers

1. iSeal: Encrypted Fingerprinting for Reliable LLM Ownership Verification
   AAAI 2026 ·

   Zixun Xiong

   DBLP profile ↗ORCID search ↗
2. GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation
   ICML 2025 ·

   Jiashu He

   DBLP profile ↗ORCID search ↗
3. Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection
   ACL 2025 · Mingyu Derek Ma
4. Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction
   AAAI 2025 · Mingyu Derek Ma
5. MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
   NAACL 2025 ·

   Jingyuan Qi

   DBLP profile ↗ORCID search ↗
6. MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding
   ICLR 2025 ·

   Fei Wang

   DBLP profile ↗ORCID search ↗
7. Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach
   EMNLP 2024 ·

   Yanchen Liu

   DBLP profile ↗ORCID search ↗
8. GraphVis: Boosting LLMs with Visual Knowledge Graph Integration
   NeurIPS 2024 ·

   Yihe Deng

   DBLP profile ↗ORCID search ↗
9. Improving Event Definition Following For Zero-Shot Event Detection
   ACL 2024 ·

   Zefan Cai

   DBLP profile ↗ORCID search ↗
10. Instructional Fingerprinting of Large Language Models
    NAACL 2024 ·

    Jiashu Xu

    DBLP profile ↗ORCID search ↗
11. Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models
    NAACL 2024 ·

    Jiashu Xu

    DBLP profile ↗ORCID search ↗
12. MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways
    AAAI 2024 · Mingyu Derek Ma
13. Mitigating Bias for Question Answering Models by Tracking Bias Influence
    NAACL 2024 · Mingyu Derek Ma
14. STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models
    AAAI 2024 · Mingyu Derek Ma