| 2026 | EACL | Reasoning or Knowledge: Stratified Evaluation of Biomedical LLMs. | Rahul Thapa, Qingyang Wu, Kevin Wu, Harrison Zhang, Angela Zhang, Eric Wu, Haotian Ye, James Zou |
| 2025 | ADMA | Mamba-Enhanced Text-Audio-Video Alignment Network for Emotion Recognition in Conversations. | Xinran Li, Xiaomao Fan, Qingyang Wu, Xiaojiang Peng, Ye Li |
| 2025 | NAACL | CausalEval: Towards Better Causal Reasoning in Language Models. | Longxuan Yu, Delin Chen, Siheng Xiong, Qingyang Wu, Dawei Li, Zhikai Chen, Xiaoze Liu, Liangming Pan |
| 2024 | EACL | Stateful Memory-Augmented Transformers for Efficient Dialogue Modeling. | Qingyang Wu, Zhou Yu |
| 2024 | EMNLP | LIONs: An Empirically Optimized Approach to Align Language Models. | Xiao Yu, Qingyang Wu, Yu Li, Zhou Yu |
| 2024 | EMNLP | DECOR: Improving Coherence in L2 English Writing with a Novel Benchmark for Incoherence Detection, Reasoning, and Rewriting. | Xuanming Zhang, Anthony Diaz, Zixun Chen, Qingyang Wu, Kun Qian, Erik Voss, Zhou Yu |
| 2024 | NAACL | kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning. | Wenting Zhao, Ye Liu, Yao Wan, Yibo Wang, Qingyang Wu, Zhongfen Deng, Jiangshu Du, Shuaiqi Liu, Yunlong Xu, Philip S. Yu |
| 2023 | CGI | Large GAN Is All You Need. | Kai Liu, Qingyang Wu, Mengkun Xie |
| 2023 | CVPR | GLIGEN: Open-Set Grounded Text-to-Image Generation. | Yuheng Li, Haotian Liu, Qingyang Wu, Fangzhou Mu, Jianwei Yang, Jianfeng Gao, Chunyuan Li, Yong Jae Lee |
| 2023 | EMNLP | KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning. | Xiao Yu, Qingyang Wu, Kun Qian, Zhou Yu |
| 2023 | ICCV | ARNOLD: A Benchmark for Language-Grounded Task Learning With Continuous States in Realistic 3D Scenes. | Ran Gong, Jiangyong Huang, Yizhou Zhao, Haoran Geng, Xiaofeng Gao, Qingyang Wu, Wensi Ai, Ziheng Zhou, Demetri Terzopoulos, Song-Chun Zhu, Baoxiong Jia, Siyuan Huang |
| 2023 | MICCAI | A General Computationally-Efficient 3D Reconstruction Pipeline for Multiple Images with Point Clouds. | Qingyang Wu, Yiqing Shen, Jing Ke |
| 2023 | SIGdial | DiactTOD: Learning Generalizable Latent Dialogue Acts for Controllable Task-Oriented Dialogue Systems. | Qingyang Wu, James Gung, Raphael Shu, Yi Zhang |
| 2022 | IJCNLP | Memformer: A Memory-Augmented Transformer for Sequence Modeling. | Qingyang Wu, Zhenzhong Lan, Kun Qian, Jing Gu, Alborz Geramifard, Zhou Yu |
| 2022 | SIGdial | DG2: Data Augmentation Through Document Grounded Dialogue Generation. | Qingyang Wu, Song Feng, Derek Chen, Sachindra Joshi, Luis A. Lastras, Zhou Yu |
| 2021 | AAAI | Perception Score: A Learned Metric for Open-ended Text Generation Evaluation. | Jing Gu, Qingyang Wu, Zhou Yu |
| 2021 | AAAI | TextGAIL: Generative Adversarial Imitation Learning for Text Generation. | Qingyang Wu, Lei Li, Zhou Yu |
| 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 | On the Generation of Medical Dialogs for COVID-19. | Meng Zhou, Zechen Li, Bowen Tan, Guangtao Zeng, Wenmian Yang, Xuehai He, Zeqian Ju, Subrato Chakravorty, Shu Chen, Xingyi Yang, Yichen Zhang, Qingyang Wu, Zhou Yu, Kun Xu, Eric P. Xing, Pengtao Xie |
| 2021 | EACL | Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models. | Qingyang Wu, Yichi Zhang, Yu Li, Zhou Yu |
| 2020 | AAAI | Importance-Aware Learning for Neural Headline Editing. | Qingyang Wu, Lei Li, Hao Zhou, Ying Zeng, Zhou Yu |