| 2026 | CHI | A Taxonomy of Human-MLLM Interaction in Early-Stage Sketch-Based Design Ideation. | Weiyan Shi, Kenny Tsu Wei Choo |
| 2026 | CHI | Towards Aligning Multimodal LLMs with Human Experts: A Focus on Parent-Child Interaction. | Weiyan Shi, Kenny Tsu Wei Choo |
| 2025 | AAAI | Persuasion for Social Good: How to Build and Break AI. | Weiyan Shi |
| 2025 | ACL | Distilling an End-to-End Voice Assistant Without Instruction Training Data. | William Barr Held, Yanzhe Zhang, Weiyan Shi, Minzhi Li, Michael J. Ryan, Diyi Yang |
| 2025 | ACL | NewsInterview: a Dataset and a Playground to Evaluate LLMs' Grounding Gap via Informational Interviews. | Alexander Spangher, Michael Lu, Sriya Kalyan, Hyundong Justin Cho, Tenghao Huang, Weiyan Shi, Jonathan May |
| 2025 | CHI | Proactive Conversational Agents with Inner Thoughts. | Xingyu Bruce Liu, Shitao Fang, Weiyan Shi, Chien-Sheng Wu, Takeo Igarashi, Xiang 'Anthony' Chen |
| 2025 | CHI | Towards Multimodal Large-Language Models for Parent-Child Interaction: A Focus on Joint Attention. | Weiyan Shi, Hai Viet Le, Kenny Tsu Wei Choo |
| 2025 | CSCW | Communication Games to Study Emerging Disinformation Scenarios With LLMs. | Gionnieve Lim, Bryan Chen Zhengyu Tan, Kellie Yu Hui Sim, Weiyan Shi, Ming Hui Chew, Ming Shan Hee, Roy Ka-Wei Lee, Simon T. Perrault, Kenny Tsu Wei Choo |
| 2024 | ACL | How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs. | Yi Zeng, Hongpeng Lin, Jingwen Zhang, Diyi Yang, Ruoxi Jia, Weiyan Shi |
| 2024 | ACL | Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future. | Minzhi Li, Weiyan Shi, Caleb Ziems, Diyi Yang |
| 2024 | ACL | The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation. | Rongwu Xu, Brian S. Lin, Shujian Yang, Tianqi Zhang, Weiyan Shi, Tianwei Zhang, Zhixuan Fang, Wei Xu, Han Qiu |
| 2024 | CVPR | The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes. | Myeongseob Ko, Feiyang Kang, Weiyan Shi, Ming Jin, Zhou Yu, Ruoxi Jia |
| 2024 | EMNLP | Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval. | Kazuaki Furumai, Roberto Legaspi, Julio Romero, Yudai Yamazaki, Yasutaka Nishimura, Sina J. Semnani, Kazushi Ikeda, Weiyan Shi, Monica S. Lam |
| 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 | EMNLP | CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies. | Weiyan Shi, Ryan Li, Yutong Zhang, Caleb Ziems, Sunny Yu, Raya Horesh, Rogrio de Paula, Diyi Yang |
| 2024 | ICML | Position: A Safe Harbor for AI Evaluation and Red Teaming. | Shayne Longpre, Sayash Kapoor, Kevin Klyman, Ashwin Ramaswami, Rishi Bommasani, Borhane Blili-Hamelin, Yangsibo Huang, Aviya Skowron, Zheng Xin Yong, Suhas Kotha, Yi Zeng, Weiyan Shi, Xianjun Yang, Reid Southen, Alexander Robey, Patrick Chao, Diyi Yang, Ruoxi Jia, Daniel Kang, Sandy Pentland, Arvind Narayanan, Percy Liang, Peter Henderson |
| 2024 | NAACL | When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels. | Weiyan Shi, Emily Dinan, Kurt Shuster, Jason Weston, Jing Xu |
| 2023 | ACL | Controllable Mixed-Initiative Dialogue Generation through Prompting. | Maximillian Chen, Xiao Yu, Weiyan Shi, Urvi Awasthi, Zhou Yu |
| 2023 | EACL | Social Influence Dialogue Systems: A Survey of Datasets and Models For Social Influence Tasks. | Kushal Chawla, Weiyan Shi, Jingwen Zhang, Gale M. Lucas, Zhou Yu, Jonathan Gratch |
| 2023 | EMNLP | AutoReply: Detecting Nonsense in Dialogue with Discriminative Replies. | Weiyan Shi, Emily Dinan, Adi Renduchintala, Daniel Fried, Athul Paul Jacob, Zhou Yu, Mike Lewis |
| 2022 | EMNLP | Just Fine-tune Twice: Selective Differential Privacy for Large Language Models. | Weiyan Shi, Ryan Shea, Si Chen, Chiyuan Zhang, Ruoxi Jia, Zhou Yu |
| 2022 | IJCNLP | Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue. | Maximillian Chen, Weiyan Shi, Feifan Yan, Ryan Hou, Jingwen Zhang, Saurav Sahay, Zhou Yu |
| 2022 | NAACL | Selective Differential Privacy for Language Modeling. | Weiyan Shi, Aiqi Cui, Evan Li, Ruoxi Jia, Zhou Yu |
| 2022 | SIGdial | Towards Socially Intelligent Agents with Mental State Transition and Human Value. | Liang Qiu, Yizhou Zhao, Yuan Liang, Pan Lu, Weiyan Shi, Zhou Yu, Song-Chun Zhu |
| 2021 | ACL | PRAL: A Tailored Pre-Training Model for Task-Oriented Dialog Generation. | Jing Gu, Qingyang Wu, Chongruo Wu, Weiyan Shi, Zhou Yu |
| 2021 | ACL | LEGOEval: An Open-Source Toolkit for Dialogue System Evaluation via Crowdsourcing. | Yu Li, Josh Arnold, Feifan Yan, Weiyan Shi, Zhou Yu |
| 2021 | EMNLP | Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration. | Weiyan Shi, Yu Li, Saurav Sahay, Zhou Yu |
| 2020 | AAAI | End-to-End Trainable Non-Collaborative Dialog System. | Yu Li, Kun Qian, Weiyan Shi, Zhou Yu |
| 2020 | CHI | Effects of Persuasive Dialogues: Testing Bot Identities and Inquiry Strategies. | Weiyan Shi, Xuewei Wang, Yoojung Oh, Jingwen Zhang, Saurav Sahay, Zhou Yu |
| 2020 | EMNLP | INSPIRED: Toward Sociable Recommendation Dialog Systems. | Shirley Anugrah Hayati, Dongyeop Kang, Qingxiaoyang Zhu, Weiyan Shi, Zhou Yu |
| 2020 | EMNLP | Structured Attention for Unsupervised Dialogue Structure Induction. | Liang Qiu, Yizhou Zhao, Weiyan Shi, Yuan Liang, Feng Shi, Tao Yuan, Zhou Yu, Song-Chun Zhu |
| 2020 | EMNLP | Understanding User Resistance Strategies in Persuasive Conversations. | Youzhi Tian, Weiyan Shi, Chen Li, Zhou Yu |
| 2019 | ACL | Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good. | Xuewei Wang, Weiyan Shi, Richard Kim, Yoojung Oh, Sijia Yang, Jingwen Zhang, Zhou Yu |
| 2019 | EMNLP | How to Build User Simulators to Train RL-based Dialog Systems. | Weiyan Shi, Kun Qian, Xuewei Wang, Zhou Yu |
| 2019 | NAACL | Unsupervised Dialog Structure Learning. | Weiyan Shi, Tiancheng Zhao, Zhou Yu |
| 2018 | ACL | Sentiment Adaptive End-to-End Dialog Systems. | Weiyan Shi, Zhou Yu |