| 2026 | AAAI | Unsupervised Semantic Discovery via Global and Local Semantic Alignment in Multimodal Clustering. | Zhengzhong Zhu, Pei Zhou, Weihong Du, Shiquan Min, Jiangping Zhu |
| 2026 | AAAI | Online Multi-Relational Clustering with Dominant View Mining. | Zhengzhong Zhu, Pei Zhou, Dongsheng Wang, Li Cheng, Jiangping Zhu |
| 2026 | ACL | ProMediate: A Simulation Testbed for Evaluating Proactive Mediation in Multi-Party Negotiation. | Ziyi Liu, Bahareh Sarrafzadeh, Pei Zhou, Longqi Yang, Jieyu Zhao, Ashish Sharma |
| 2026 | ACL | WildFeedback: Aligning LLMs With In-situ User Interactions And Feedback. | Taiwei Shi, Zhuoer Wang, Longqi Yang, Ying-Chun Lin, Zexue He, Mengting Wan, Pei Zhou, Sujay Kumar Jauhar, Sihao Chen, Shan Xia, Hongfei Zhang, Jieyu Zhao, Xiaofeng Xu, Xia Song, Jennifer Neville |
| 2026 | PAKDD | When SpikeKANFormer Meets Angular Contrastive Learning. | Liangjin Liu, Siwen Deng, Zhengzhong Zhu, Pei Zhou |
| 2025 | ACL | GenTool: Enhancing Tool Generalization in Language Models through Zero-to-One and Weak-to-Strong Simulation. | Jie He, Jennifer Neville, Mengting Wan, Longqi Yang, Hui Liu, Xiaofeng Xu, Xia Song, Jeff Z. Pan, Pei Zhou |
| 2025 | EMNLP | Teaching Language Models To Gather Information Proactively. | Tenghao Huang, Sihao Chen, Muhao Chen, Jonathan May, Longqi Yang, Mengting Wan, Pei Zhou |
| 2025 | ICLR | HyPoGen: Optimization-Biased Hypernetworks for Generalizable Policy Generation. | Hanxiang Ren, Li Sun, Xulong Wang, Pei Zhou, Zewen Wu, Siyan Dong, Difan Zou, Youyi Zheng, Yanchao Yang |
| 2025 | ICLR | AutoCGP: Closed-Loop Concept-Guided Policies from Unlabeled Demonstrations. | Pei Zhou, Ruizhe Liu, Qian Luo, Fan Wang, Yibing Song, Yanchao Yang |
| 2025 | IJCAI | Multi-Label Text Classification with Label Attention Aware and Correlation Aware Contrastive Learning. | Zhengzhong Zhu, Pei Zhou, Zeting Li, Kejiang Chen, Jiangping Zhu |
| 2025 | IJCNN | EAS-YOLOv5: Enhancing YOLOv5's Attention on Small Objects via Large Objects. | Yifan Li, Pei Zhou, Junlin Du, Jiangping Zhu |
| 2025 | IJCNN | Adaptive-Weighted Convolutional Filters: A Depth Discrepancy-Focused Approach to Defocus Estimation. | Yan Siwei, Jiangping Zhu, Pei Zhou, Junlin Du |
| 2024 | ECCV | MaxMI: A Maximal Mutual Information Criterion for Manipulation Concept Discovery. | Pei Zhou, Yanchao Yang |
| 2024 | EMNLP | InterIntent: Investigating Social Intelligence of LLMs via Intention Understanding in an Interactive Game Context. | Ziyi Liu, Abhishek Anand, Pei Zhou, Jen-tse Huang, Jieyu Zhao |
| 2024 | RECOMB | DexDesign: A New OSPREY-Based Algorithm for Designing de novo D-peptide Inhibitors. | Nathan Guerin, Henry Childs, Pei Zhou, Bruce Randall Donald |
| 2023 | ACL | I Cast Detect Thoughts: Learning to Converse and Guide with Intents and Theory-of-Mind in Dungeons and Dragons. | Pei Zhou, Andrew Zhu, Jennifer Hu, Jay Pujara, Xiang Ren, Chris Callison-Burch, Yejin Choi, Prithviraj Ammanabrolu |
| 2023 | EMNLP | SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization. | Hyunwoo Kim, Jack Hessel, Liwei Jiang, Peter West, Ximing Lu, Youngjae Yu, Pei Zhou, Ronan Le Bras, Malihe Alikhani, Gunhee Kim, Maarten Sap, Yejin Choi |
| 2022 | ACL | Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation. | Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur |
| 2022 | EMNLP | Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality. | Pei Zhou, Hyundong Cho, Pegah Jandaghi, Dong-Ho Lee, Bill Yuchen Lin, Jay Pujara, Xiang Ren |
| 2021 | EMNLP | Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources. | Ninareh Mehrabi, Pei Zhou, Fred Morstatter, Jay Pujara, Xiang Ren, Aram Galstyan |
| 2021 | EMNLP | Probing Commonsense Explanation in Dialogue Response Generation. | Pei Zhou, Pegah Jandaghi, Hyundong Cho, Bill Yuchen Lin, Jay Pujara, Xiang Ren |
| 2021 | EMNLP | RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms. | Pei Zhou, Rahul Khanna, Seyeon Lee, Bill Yuchen Lin, Daniel Ho, Jay Pujara, Xiang Ren |
| 2021 | SIGdial | Commonsense-Focused Dialogues for Response Generation: An Empirical Study. | Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tr |
| 2020 | EMNLP | CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning. | Bill Yuchen Lin, Wangchunshu Zhou, Ming Shen, Pei Zhou, Chandra Bhagavatula, Yejin Choi, Xiang Ren |
| 2019 | EMNLP | Retrofitting Contextualized Word Embeddings with Paraphrases. | Weijia Shi, Muhao Chen, Pei Zhou, Kai-Wei Chang |
| 2019 | EMNLP | Examining Gender Bias in Languages with Grammatical Gender. | Pei Zhou, Weijia Shi, Jieyu Zhao, Kuan-Hao Huang, Muhao Chen, Ryan Cotterell, Kai-Wei Chang |
| 2019 | ICDM | Computational Analysis of French Reborrowing Process for English Loanwords. | Zhubo Deng, Weijia Shi, Pei Zhou, Muhao Chen, Kai-Wei Chang |
| 2019 | ICIG | Blending Polyhedral Edge Clusters. | Pei Zhou, Wen-Han Qian |
| 2018 | ICDM | Quantification and Analysis of Scientific Language Variation Across Research Fields. | Pei Zhou, Muhao Chen, Kai-Wei Chang, Carlo Zaniolo |
| 2016 | HCI | Evaluation of Pedal Button Diameter and Travel Length. | Pei Zhou, Yifen Qiu, Songtao Zhu, Hui-min Hu, Chaoyi Zhao |
| 2013 | ICIG | Filling Free-Form n-Sided Holes toward Blending and Decoration. | Pei Zhou, Wen-Han Qian, Jun Luo, Zan Pi |
| 2013 | RECOMB | Extracting Structural Information from Residual Chemical Shift Anisotropy: Analytic Solutions for Peptide Plane Orientations and Applications to Determine Protein Structure. | Chittaranjan Tripathy, Anthony K. Yan, Pei Zhou, Bruce Randall Donald |
| 2011 | RECOMB | A Geometric Arrangement Algorithm for Structure Determination of Symmetric Protein Homo-oligomers from NOEs and RDCs. | Jeffrey W. Martin, Anthony K. Yan, Chris Bailey-Kellogg, Pei Zhou, Bruce Randall Donald |
| 2011 | RECOMB | Protein Loop Closure Using Orientational Restraints from NMR Data. | Chittaranjan Tripathy, Jianyang Zeng, Pei Zhou, Bruce Randall Donald |
| 2011 | RECOMB | A Bayesian Approach for Determining Protein Side-Chain Rotamer Conformations Using Unassigned NOE Data. | Jianyang Zeng, Kyle E. Roberts, Pei Zhou, Bruce Randall Donald |
| 2010 | RECOMB | A Markov Random Field Framework for Protein Side-Chain Resonance Assignment. | Jianyang Zeng, Pei Zhou, Bruce Randall Donald |
| 2010 | WAFR | Algorithms and Analytic Solutions Using Sparse Residual Dipolar Couplings for High-Resolution Automated Protein Backbone Structure Determination by NMR. | Anna Yershova, Chittaranjan Tripathy, Pei Zhou, Bruce Randall Donald |