BlocHIE: A BLOCkchain-Based Platform for Healthcare Information Exchange. - Shan Jiang 005; Jiannong Cao 001; Hanqing Wu; Yanni Yang; Mingyu Ma 001; Jianfei He (SMARTCOMP, 2018)

Dual Memory Network Model for Biased Product Review Classification. - Yunfei Long; Mingyu Ma 001; Qin Lu 001; Rong Xiang; Chu-Ren Huang (WASSA@EMNLP, 2018)

Implicit Discourse Relation Identification for Open-domain Dialogues. - Mingyu Derek Ma; Kevin Bowden; JiaQi Wu; Wen Cui; Marilyn A. Walker (ACL (1), 2019)

Dual memory network model for sentiment analysis of review text. - Jiaxing Shen; Mingyu Derek Ma; Rong Xiang; Qin Lu 001; Elvira Perez Vallejos; Ge Xu; Chu-Ren Huang; Yunfei Long (Knowl. Based Syst., 2020)

HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning. - Mingyu Derek Ma; Muhao Chen 001; Te-Lin Wu; Nanyun Peng 001 (EMNLP (Findings), 2021)

EventPlus: A Temporal Event Understanding Pipeline. - Mingyu Derek Ma; Jiao Sun; Mu Yang; Kung-Hsiang Huang; Nuan Wen; Shikhar Singh; Rujun Han; Nanyun Peng 001 (NAACL-HLT (Demonstrations), 2021)

Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces. - Jihoon Sohn; Mingyu Derek Ma; Muhao Chen 001 (AKBC, 2022)

Summarization as Indirect Supervision for Relation Extraction. - Keming Lu; I-Hung Hsu; Wenxuan Zhou; Mingyu Derek Ma; Muhao Chen 001 (EMNLP (Findings), 2022)

Multi-hop Evidence Retrieval for Cross-document Relation Extraction. - Keming Lu; I-Hung Hsu; Wenxuan Zhou; Mingyu Derek Ma; Muhao Chen 001 (ACL (Findings), 2023)

DICE: Data-Efficient Clinical Event Extraction with Generative Models. - Mingyu Derek Ma; Alexander Taylor 002; Wei Wang 010; Nanyun Peng 001 (ACL (1), 2023)

Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? - Jiashu Xu; Mingyu Derek Ma; Muhao Chen 001 (ACL (1), 2023)

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 001 (INTERSPEECH, 2023)

STAR: Boosting Low-Resource Event Extraction by Structure-to-Text Data Generation with Large Language Models. - Mingyu Derek Ma; Xiaoxuan Wang; Po-Nien Kung; P. Jeffrey Brantingham; Nanyun Peng 001; Wei Wang 010 (CoRR, 2023)

From Scroll to Misbelief: Modeling the Unobservable Susceptibility to Misinformation on Social Media. - Yanchen Liu; Mingyu Derek Ma; Wenna Qin; Azure Zhou; Jiaao Chen; Weiyan Shi; Wei Wang 010; Diyi Yang (CoRR, 2023)

MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways. - Mingyu Derek Ma; Alexander K. Taylor 002; Nuan Wen; Yanchen Liu; Po-Nien Kung; Wenna Qin; Shicheng Wen; Azure Zhou; Diyi Yang; Xuezhe Ma; Nanyun Peng 001; Wei Wang 010 (AAAI, 2024)

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 001; Wei Wang 010 (AAAI, 2024)

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 010; Nanyun Peng 001 (ACL (1), 2024)

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 010; Diyi Yang (EMNLP, 2024)

Mitigating Bias for Question Answering Models by Tracking Bias Influence. - Mingyu Derek Ma; Jiun-Yu Kao; Arpit Gupta; Yu-Hsiang Lin; Wenbo Zhao 006; Tagyoung Chung; Wei Wang 010; Kai-Wei Chang; Nanyun Peng 001 (NAACL-HLT, 2024)

Instructional Fingerprinting of Large Language Models. - Jiashu Xu; Fei Wang 060; Mingyu Derek Ma; Pang Wei Koh; Chaowei Xiao; Muhao Chen 001 (NAACL-HLT, 2024)

Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models. - Jiashu Xu; Mingyu Derek Ma; Fei Wang 060; Chaowei Xiao; Muhao Chen 001 (NAACL-HLT, 2024)

GraphVis: Boosting LLMs with Visual Knowledge Graph Integration. - Yihe Deng; Chenchen Ye 001; Zijie Huang 002; Mingyu Derek Ma; Yiwen Kou; Wei Wang 010 (NeurIPS, 2024)

CliBench: Multifaceted Evaluation of Large Language Models in Clinical Decisions on Diagnoses, Procedures, Lab Tests Orders and Prescriptions. - Mingyu Derek Ma; Chenchen Ye 001; Yu Yan; Xiaoxuan Wang; Peipei Ping; Timothy S. Chang; Wei Wang 010 (CoRR, 2024)

MIRAI: Evaluating LLM Agents for Event Forecasting. - Chenchen Ye 001; Ziniu Hu; Yihe Deng; Zijie Huang 002; Mingyu Derek Ma; Yanqiao Zhu 001; Wei Wang 010 (CoRR, 2024)

CLIMB: A Benchmark of Clinical Bias in Large Language Models. - Yubo Zhang; Shudi Hou; Mingyu Derek Ma; Wei Wang 010; Muhao Chen 001; Jieyu Zhao 001 (CoRR, 2024)

GIVE: Structured Reasoning with Knowledge Graph Inspired Veracity Extrapolation. - Jiashu He; Mingyu Derek Ma; Jinxuan Fan; Dan Roth 001; Wei Wang 010; Alejandro Ribeiro (CoRR, 2024)

Are Large-Language Models Graph Algorithmic Reasoners? - Alexander K. Taylor 002; Anthony Cuturrufo; Vishal Yathish; Mingyu Derek Ma; Wei Wang 010 (CoRR, 2024)

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 010; Mingyu Derek Ma; Bangzheng Li; Haohui Wang; et al. (CoRR, 2024)

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 010 (AAAI, 2025)

Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection. - Mingyu Derek Ma; Yanna Ding; Zijie Huang 002; Jianxi Gao; Yizhou Sun; Wei Wang 010 (ACL (1), 2025)

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding. - Fei Wang 060; Xingyu Fu; James Y. Huang; Zekun Li 007; Qin Liu 010; Xiaogeng Liu; Mingyu Derek Ma; Nan Xu; Wenxuan Zhou; Kai Zhang 008; Tianyi Lorena Yan; Wenjie Jacky Mo; et al. (ICLR, 2025)

Elevating Large Language Models to Expert Intelligence - Mingyu Derek Ma (2025)

Entropy-Based Adaptive Weighting for Self-Training. - Xiaoxuan Wang; Yihe Deng; Mingyu Derek Ma; Wei Wang 010 (CoRR, 2025)

BIASINSPECTOR: Detecting Bias in Structured Data through LLM Agents. - Haoxuan Li; Mingyu Derek Ma; Jen-tse Huang 001; Zhaotian Weng; Wei Wang 010; Jieyu Zhao 001 (CoRR, 2025)