| 2026 | ACL | Eliminating Out-of-Domain Recommendations in LLM-based Recommender Systems: A Unified View. | Hao Liao, Jiwei Zhang, Jianxun Lian, Wensheng Lu, Mingqi Wu, Shuo Wang, Yong Zhang, Yitian Huang, Mingyang Zhou, Rui Mao |
| 2026 | ACL | Knowing-but-Doing: Diagnosing and Defending Role-Play-Driven LLMs Jailbreaks via Moral Disengagement. | Haiming Qin, Jianxun Lian, Qimin Zhong, Mingyang Zhou, Hao Liao, Naipeng Chao |
| 2026 | ACL | PersonaArena: Dynamic Simulation for Evaluating and Enhancing Persona-Level Role-Playing in Large Language Models. | Wenlong Shi, Jianxun Lian, Mingqi Wu, Haiming Qin, Mingyang Zhou, Xing Xie, Naipeng Chao, Hao Liao |
| 2026 | ACL | Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement. | Qimin Zhong, Hao Liao, Haiming Qin, Mingyang Zhou, Rui Mao, Wei Chen, Naipeng Chao |
| 2026 | ICPR | SigRef: Verification-Driven Reflection for Faithful Paper-to-Code Development. | Mingyang Zhou, Quanming Yao, Lun Du, Lanning Wei, Da Zheng |
| 2025 | ACL | Pretraining Context Compressor for Large Language Models with Embedding-Based Memory. | Yuhong Dai, Jianxun Lian, Yitian Huang, Wei Zhang, Mingyang Zhou, Mingqi Wu, Xing Xie, Hao Liao |
| 2025 | ACL | M²-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data. | Mingyang Zhou, Lingyu Zhang, Sophia Horng, Maximillian Chen, Kung-Hsiang Huang, Shih-Fu Chang |
| 2025 | EMNLP | R-CHAR: A Metacognition-Driven Framework for Role-Playing in Large Language Models. | Haiming Qin, Jiwei Zhang, Wei Zhang, Kezhong Lu, Mingyang Zhou, Hao Liao, Rui Mao |
| 2025 | EMNLP | Hierarchical Reward Modeling for Fault Localization in Large Code Repositories. | Jiwei Zhang, Jianxun Lian, Haiming Qin, Mingyang Zhou, Kezhong Lu, Rui Mao, Hao Liao |
| 2025 | IJCAI | Denoising Diffusion Models are Good General Gaze Feature Learners. | Guanzhong Zeng, Jingjing Wang, Pengwei Yin, Zefu Xu, Mingyang Zhou |
| 2025 | WWW | Highly-efficient Minimization of Network Connectivity in Large-scale Graphs. | Mingyang Zhou, Gang Liu, Kezhong Lu, Hao Liao, Rui Mao |
| 2024 | ACL | Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning. | Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan, Yi Fung, Zhenhailong Wang, Lingyu Zhang, Shih-Fu Chang, Heng Ji |
| 2024 | ACL | Aligning Large Language Models for Controllable Recommendations. | Wensheng Lu, Jianxun Lian, Wei Zhang, Guanghua Li, Mingyang Zhou, Hao Liao, Xing Xie |
| 2024 | IJCAI | Modeling Personalized Retweeting Behaviors for Multi-Stage Cascade Popularity Prediction. | Mingyang Zhou, Yanjie Lin, Gang Liu, Zuwen Li, Hao Liao, Rui Mao |
| 2024 | WWW | Accelerating the Decentralized Federated Learning via Manipulating Edges. | Mingyang Zhou, Gang Liu, Kezhong Lu, Rui Mao, Hao Liao |
| 2023 | ACL | Explainable Recommendation with Personalized Review Retrieval and Aspect Learning. | Hao Cheng, Shuo Wang, Wensheng Lu, Wei Zhang, Mingyang Zhou, Kezhong Lu, Hao Liao |
| 2023 | ACL | Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs. | Mingyang Zhou, Yi Ren Fung, Long Chen, Christopher Thomas, Heng Ji, Shih-Fu Chang |
| 2022 | CVPR | Unsupervised Vision-and-Language Pretraining via Retrieval-based Multi-Granular Alignment. | Mingyang Zhou, Licheng Yu, Amanpreet Singh, Mengjiao Wang, Zhou Yu, Ning Zhang |
| 2022 | EMNLP | Focus! Relevant and Sufficient Context Selection for News Image Captioning. | Mingyang Zhou, Grace Luo, Anna Rohrbach, Zhou Yu |
| 2021 | CVPR | UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training. | Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu |
| 2019 | EMNLP | Gunrock: A Social Bot for Complex and Engaging Long Conversations. | Dian Yu, Michelle Cohn, Yi Mang Yang, Chun-Yen Chen, Weiming Wen, Jiaping Zhang, Mingyang Zhou, Kevin Jesse, Austin Chau, Antara Bhowmick, Shreenath Iyer, Giritheja Sreenivasulu, Sam Davidson, Ashwin Bhandare, Zhou Yu |
| 2019 | EMNLP | Building Task-Oriented Visual Dialog Systems Through Alternative Optimization Between Dialog Policy and Language Generation. | Mingyang Zhou, Josh Arnold, Zhou Yu |
| 2018 | EMNLP | A Visual Attention Grounding Neural Model for Multimodal Machine Translation. | Mingyang Zhou, Runxiang Cheng, Yong Jae Lee, Zhou Yu |
| 2017 | AI | Reflexive Regular Equivalence for Bipartite Data. | Aaron Gerow, Mingyang Zhou, Stan Matwin, Feng Shi |