| 2026 | ACL | Sparse Feature Coactivation Reveals Causal Semantic Modules in Large Language Models. | Ruixuan Deng, Xiaoyang Hu, Miles Gilberti, Shane Storks, Aman Taxali, Mike Angstadt, Chandra Sekhar Sripada, Joyce Chai |
| 2026 | ACL | SafetyALFRED: Evaluating Safety-Conscious Planning of Vision Language Models. | Josue Torres-Fonseca, Naihao Deng, Yinpei Dai, Shane Storks, Yichi Zhang, Rada Mihalcea, Casey Kennington, Joyce Chai |
| 2025 | ACL | Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutors. | Jian Wang, Yinpei Dai, Yichi Zhang, Ziqiao Ma, Wenjie Li, Joyce Chai |
| 2025 | CIKM | LinkGPT: Leveraging Large Language Models for Enhanced Link Prediction in Text-Attributed Graphs. | Zhongmou He, Jing Zhu, Shengyi Qian, Joyce Chai, Danai Koutra |
| 2025 | CogSci | Flexible Physical Problem Solving with Strategy Acquisition and Composition. | Jung-Chun Liu, Jiayuan Mao, Joyce Chai, Joshua B. Tenenbaum |
| 2025 | CVPR | 3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination. | Jianing Yang, Xuweiyi Chen, Nikhil Madaan, Madhavan Iyengar, Shengyi Qian, David F. Fouhey, Joyce Chai |
| 2025 | CVPR | Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass. | Jianing Yang, Alexander Sax, Kevin J. Liang, Mikael Henaff, Hao Tang, Ang Cao, Joyce Chai, Franziska Meier, Matt Feiszli |
| 2025 | EMNLP | Benchmarking and Improving LLM Robustness for Personalized Generation. | Chimaobi Okite, Naihao Deng, Kiran Bodipati, Huaidian Hou, Joyce Chai, Rada Mihalcea |
| 2025 | EMNLP | Transparent and Coherent Procedural Mistake Detection. | Shane Storks, Itamar Bar-Yossef, Yayuan Li, Zheyuan Zhang, Jason J. Corso, Joyce Chai |
| 2025 | EMNLP | Proactive Assistant Dialogue Generation from Streaming Egocentric Videos. | Yichi Zhang, Xin Luna Dong, Zhaojiang Lin, Andrea Madotto, Anuj Kumar, Babak Damavandi, Joyce Chai, Seungwhan Moon |
| 2025 | ICCV | VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation. | Shoubin Yu, Difan Liu, Ziqiao Ma, Yicong Hong, Yang Zhou, Hao Tan, Joyce Chai, Mohit Bansal |
| 2025 | ICLR | Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference under Ambiguities. | Zheyuan Zhang, Fengyuan Hu, Jayjun Lee, Freda Shi, Parisa Kordjamshidi, Joyce Chai, Ziqiao Ma |
| 2025 | ICRA | RACER: Rich Language-Guided Failure Recovery Policies for Imitation Learning. | Yinpei Dai, Jayjun Lee, Nima Fazeli, Joyce Chai |
| 2025 | NAACL | Babysit A Language Model From Scratch: Interactive Language Learning by Trials and Demonstrations. | Ziqiao Ma, Zekun Wang, Joyce Chai |
| 2024 | CVPR | Inversion-Free Image Editing with Language-Guided Diffusion Models. | Sihan Xu, Yidong Huang, Jiayi Pan, Ziqiao Ma, Joyce Chai |
| 2024 | CVPR | Groundhog Grounding Large Language Models to Holistic Segmentation. | Yichi Zhang, Ziqiao Ma, Xiaofeng Gao, Suhaila Shakiah, Qiaozi Gao, Joyce Chai |
| 2024 | EMNLP | Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language Use. | Jiajun Xi, Yinong He, Jianing Yang, Yinpei Dai, Joyce Chai |
| 2024 | EMNLP | Eliciting In-Context Learning in Vision-Language Models for Videos Through Curated Data Distributional Properties. | Keunwoo Peter Yu, Zheyuan Zhang, Fengyuan Hu, Shane Storks, Joyce Chai |
| 2024 | ICRA | Think, Act, and Ask: Open-World Interactive Personalized Robot Navigation. | Yinpei Dai, Run Peng, Sikai Li, Joyce Chai |
| 2024 | IROS | DriVLMe: Enhancing LLM-based Autonomous Driving Agents with Embodied and Social Experiences. | Yidong Huang, Jacob Sansom, Ziqiao Ma, Felix Gervits, Joyce Chai |
| 2024 | ICRA | LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent. | Jianing Yang, Xuweiyi Chen, Shengyi Qian, Nikhil Madaan, Madhavan Iyengar, David F. Fouhey, Joyce Chai |
| 2024 | WACV | GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning. | Guangyue Xu, Joyce Chai, Parisa Kordjamshidi |
| 2023 | ACL | Human Inspired Progressive Alignment and Comparative Learning for Grounded Word Acquisition. | Yuwei Bao, Barrett Martin Lattimer, Joyce Chai |
| 2023 | ACL | In-Context Analogical Reasoning with Pre-Trained Language Models. | Xiaoyang Hu, Shane Storks, Richard L. Lewis, Joyce Chai |
| 2023 | ACL | World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Language Models. | Ziqiao Ma, Jiayi Pan, Joyce Chai |
| 2023 | ACL | NLP Reproducibility For All: Understanding Experiences of Beginners. | Shane Storks, Keunwoo Peter Yu, Ziqiao Ma, Joyce Chai |
| 2023 | EMNLP | Can Foundation Models Watch, Talk and Guide You Step by Step to Make a Cake? | Yuwei Bao, Keunwoo Peter Yu, Yichi Zhang, Shane Storks, Itamar Bar-Yossef, Alexander De La Iglesia, Megan Su, Xiao-Lin Zheng, Joyce Chai |
| 2023 | EMNLP | Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models. | Ziqiao Ma, Jacob Sansom, Run Peng, Joyce Chai |
| 2023 | EMNLP | MetaReVision: Meta-Learning with Retrieval for Visually Grounded Compositional Concept Acquisition. | Guangyue Xu, Parisa Kordjamshidi, Joyce Chai |
| 2023 | EMNLP | Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans? | Yichi Zhang, Jiayi Pan, Yuchen Zhou, Rui Pan, Joyce Chai |
| 2023 | EMNLP | From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning. | Zheyuan Zhang, Shane Storks, Fengyuan Hu, Sungryull Sohn, Moontae Lee, Honglak Lee, Joyce Chai |
| 2023 | IJCAI | Towards Collaborative Plan Acquisition through Theory of Mind Modeling in Situated Dialogue. | Cristian-Paul Bara, Ziqiao Ma, Yingzhuo Yu, Julie Shah, Joyce Chai |
| 2023 | IUI | Pragmatic Communication with Embodied Agents. | Joyce Chai |
| 2022 | ACL | Learning to Mediate Disparities Towards Pragmatic Communication. | Yuwei Bao, Sayan Ghosh, Joyce Chai |
| 2022 | EMNLP | DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving Agents. | Ziqiao Ma, Benjamin VanDerPloeg, Cristian-Paul Bara, Yidong Huang, Eui-In Kim, Felix Gervits, Matthew Marge, Joyce Chai |
| 2022 | EMNLP | DANLI: Deliberative Agent for Following Natural Language Instructions. | Yichi Zhang, Jianing Yang, Jiayi Pan, Shane Storks, Nikhil Devraj, Ziqiao Ma, Keunwoo Peter Yu, Yuwei Bao, Joyce Chai |
| 2021 | ACL | Hierarchical Task Learning from Language Instructions with Unified Transformers and Self-Monitoring. | Yichi Zhang, Joyce Chai |
| 2021 | EMNLP | MindCraft: Theory of Mind Modeling for Situated Dialogue in Collaborative Tasks. | Cristian-Paul Bara, Sky CH-Wang, Joyce Chai |
| 2021 | EMNLP | Beyond the Tip of the Iceberg: Assessing Coherence of Text Classifiers. | Shane Storks, Joyce Chai |
| 2021 | EMNLP | Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding. | Shane Storks, Qiaozi Gao, Yichi Zhang, Joyce Chai |
| 2020 | EMNLP | Experience Grounds Language. | Yonatan Bisk, Ari Holtzman, Jesse Thomason, Jacob Andreas, Yoshua Bengio, Joyce Chai, Mirella Lapata, Angeliki Lazaridou, Jonathan May, Aleksandr Nisnevich, Nicolas Pinto, Joseph P. Turian |
| 2015 | AMIA | Question Types in Online Health Communities. | Shaheen Kanthawala, Courtland VanDam, Barbara Given, Joyce Chai, Amber Vermeesch, Marianne Huebner, John Crowley, Jina Huh |
| 2000 | SIGdial | Dynamic User Level and Utility Measurement for Adaptive Dialog in a Help-Desk System. | Preetam Maloor, Joyce Chai |