| 2026 | AAAI | SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication. | Ruijia Zhang, Xinyan Zhao, Ruixiang Wang, Sigen Chen, Guibin Zhang, An Zhang, Kun Wang, Qingsong Wen |
| 2026 | CHI | ATRU: A Stage-based Framework for Designing Ethology-Inspired Social Robots. | Xiaoqing Sun, Yanheng Li, Zhen Yin, Xinyan Zhao, Xipei Ren |
| 2025 | ACL | Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation. | Tharindu Kumarage, Ninareh Mehrabi, Anil Ramakrishna, Xinyan Zhao, Richard S. Zemel, Kai-Wei Chang, Aram Galstyan, Rahul Gupta, Charith Peris |
| 2025 | ACL | SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention. | Chengshuai Zhao, Zhen Tan, Chau-Wai Wong, Xinyan Zhao, Tianlong Chen, Huan Liu |
| 2025 | ICA3PP | Ly-MAPPO: Enhancing Dynamic V2V Communication via Lyapunov-Based MAPPO Under Multi-dimensional Constraints. | Xinyan Zhao, Chaokun Zhang, Feng Li |
| 2024 | EMNLP | FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking. | Zhuoer Wang, Leonardo F. R. Ribeiro, Alexandros Papangelis, Rohan Mukherjee, Tzu-Yen Wang, Xinyan Zhao, Arijit Biswas, James Caverlee, Angeliki Metallinou |
| 2023 | EMNLP | Narrative Style and the Spread of Health Misinformation on Twitter. | Achyutarama R. Ganti, Eslam Ali Hassan Hussein, Steven R. Wilson, Zexin Ma, Xinyan Zhao |
| 2023 | EMNLP | Multi-User MultiWOZ: Task-Oriented Dialogues among Multiple Users. | Yohan Jo, Xinyan Zhao, Arijit Biswas, Nikoletta Basiou, Vincent Auvray, Nikolaos Malandrakis, Angeliki Metallinou, Alexandros Potamianos |
| 2023 | ICAIL | EQUALS: A Real-world Dataset for Legal Question Answering via Reading Chinese Laws. | Andong Chen, Feng Yao, Xinyan Zhao, Yating Zhang, Changlong Sun, Yun Liu, Weixing Shen |
| 2022 | COMAD | Data Science and Natural Language Processing to Extract Information in Clinical Domain. | V. G. Vinod Vydiswaran, Xinyan Zhao, Deahan Yu |
| 2021 | AAAI | LIREx: Augmenting Language Inference with Relevant Explanations. | Xinyan Zhao, V. G. Vinod Vydiswaran |
| 2021 | COMAD | Data Science and Natural Language Processing to Extract Information from Clinical Narratives. | V. G. Vinod Vydiswaran, Xinyan Zhao, Deahan Yu |
| 2021 | EACL | GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition. | Xinyan Zhao, Haibo Ding, Zhe Feng |
| 2020 | EMNLP | PharmMT: A Neural Machine Translation Approach to Simplify Prescription Directions. | Jiazhao Li, Corey A. Lester, Xinyan Zhao, Yuting Ding, Yun Jiang, V. G. Vinod Vydiswaran |
| 2020 | WWW | Condition Aware and Revise Transformer for Question Answering. | Xinyan Zhao, Feng Xiao, Haoming Zhong, Jun Yao, Huanhuan Chen |
| 2018 | ICWSM | "Bacon Bacon Bacon": Food-Related Tweets and Sentiment in Metro Detroit. | V. G. Vinod Vydiswaran, Daniel M. Romero, Xinyan Zhao, Deahan Yu, Iris N. Gomez-Lopez, Jin Xiu Lu, Bradley E. Iott, Ana Baylin, Philippa Clarke, Veronica J. Berrocal, Robert Goodspeed, Tiffany C. Veinot |
| 2017 | AMIA | HyDeXT: A Hybrid De-identification and Extraction Tool for Health Text. | Xinyan Zhao, V. G. Vinod Vydiswaran |
| 2013 | BIBE | Feasibility study on service-based data acquisition for human signal molecule profiling database. | Xinyan Zhao, Tao Dong |