Mingyu Derek Ma
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
7
Active years
2019–2026
Best venue rank
A*
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | iSeal: Encrypted Fingerprinting for Reliable LLM Ownership Verification. | Zixun Xiong, Gaoyi Wu, Qingyang Yu, Mingyu Derek Ma, Lingfeng Yao, Miao Pan, Xiaojiang Du, Hao Wang |
| 2025 | AAAI | Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction. | Mingyu Derek Ma, Xiaoxuan Wang, Yijia Xiao, Anthony Cuturrufo, Vijay S. Nori, Eran Halperin, Wei Wang |
| 2025 | ACL | Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection. | Mingyu Derek Ma, Yanna Ding, Zijie Huang, Jianxi Gao, Yizhou Sun, Wei Wang |
| 2025 | ICLR | MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding. | 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 |
| 2025 | ICML | GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation. | Jiashu He, Mingyu Derek Ma, Jinxuan Fan, Dan Roth, Wei Wang, Alejandro Ribeiro |
| 2025 | NAACL | MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design. | 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 |
| 2024 | AAAI | MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways. | 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 |
| 2024 | AAAI | STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models. | Mingyu Derek Ma, Xiaoxuan Wang, Po-Nien Kung, P. Jeffrey Brantingham, Nanyun Peng, Wei Wang |
| 2024 | ACL | Improving Event Definition Following For Zero-Shot Event Detection. | Zefan Cai, Po-Nien Kung, Ashima Suvarna, Mingyu Derek Ma, Hritik Bansal, Baobao Chang, P. Jeffrey Brantingham, Wei Wang, Nanyun Peng |
| 2024 | EMNLP | Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach. | Yanchen Liu, Mingyu Derek Ma, Wenna Qin, Azure Zhou, Jiaao Chen, Weiyan Shi, Wei Wang, Diyi Yang |
| 2024 | NAACL | Mitigating Bias for Question Answering Models by Tracking Bias Influence. | Mingyu Derek Ma, Jiun-Yu Kao, Arpit Gupta, Yu-Hsiang Lin, Wenbo Zhao, Tagyoung Chung, Wei Wang, Kai-Wei Chang, Nanyun Peng |
| 2024 | NAACL | Instructional Fingerprinting of Large Language Models. | Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen |
| 2024 | NAACL | Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models. | Jiashu Xu, Mingyu Derek Ma, Fei Wang, Chaowei Xiao, Muhao Chen |
| 2023 | ACL | Multi-hop Evidence Retrieval for Cross-document Relation Extraction. | Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen |
| 2023 | ACL | DICE: Data-Efficient Clinical Event Extraction with Generative Models. | Mingyu Derek Ma, Alexander Taylor, Wei Wang, Nanyun Peng |
| 2023 | ACL | Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? | Jiashu Xu, Mingyu Derek Ma, Muhao Chen |
| 2023 | Interspeech | Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning. | Mingyu Derek Ma, Jiun-Yu Kao, Shuyang Gao, Arpit Gupta, Di Jin, Tagyoung Chung, Nanyun Peng |
| 2022 | EMNLP | Summarization as Indirect Supervision for Relation Extraction. | Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen |
| 2021 | EMNLP | HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning. | Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng |
| 2021 | NAACL | EventPlus: A Temporal Event Understanding Pipeline. | Mingyu Derek Ma, Jiao Sun, Mu Yang, Kung-Hsiang Huang, Nuan Wen, Shikhar Singh, Rujun Han, Nanyun Peng |
| 2019 | ACL | Implicit Discourse Relation Identification for Open-domain Dialogues. | Mingyu Derek Ma, Kevin Bowden, JiaQi Wu, Wen Cui, Marilyn A. Walker |