| 2025 | ACL | DavIR: Data Selection via Implicit Reward for Large Language Models. | Haotian Zhou, Tingkai Liu, Qianli Ma, Yufeng Zhang, Jianbo Yuan, Pengfei Liu, Yang You, Hongxia Yang |
| 2025 | IROS | Human-in-the-loop Learning for Adaptive Robot Manipulation using Large Language Models and Behavior Trees. | Haotian Zhou, Yunhan Lin, Longwu Yan, Huasong Min |
| 2024 | ICLR | AutoChunk: Automated Activation Chunk for Memory-Efficient Deep Learning Inference. | Xuanlei Zhao, Shenggan Cheng, Guangyang Lu, Haotian Zhou, Bin Jia, Yang You |
| 2024 | ICRA | LLM-BT: Performing Robotic Adaptive Tasks based on Large Language Models and Behavior Trees. | Haotian Zhou, Yunhan Lin, Longwu Yan, Jihong Zhu, Huasong Min |
| 2023 | MICCAI | Federated Multi-organ Dynamic Attention Segmentation Network with Small CT Dataset. | Li Li, Yunxin Tang, Youjian Zhang, Zezhou Li, Guanqun Zhou, Haotian Zhou, Zhicheng Zhang |
| 2023 | SC | Hanayo: Harnessing Wave-like Pipeline Parallelism for Enhanced Large Model Training Efficiency. | Ziming Liu, Shenggan Cheng, Haotian Zhou, Yang You |
| 2022 | SMC | Generating Manipulation Sequences using Reinforcement Learning and Behavior Trees for Peg-In-Hole Task. | Jiahua Xu, Yunhan Lin, Haotian Zhou, Huasong Min |
| 2018 | IGARSS | Comprehensive Structure Voting Docked Ship Detection from High-Resolution Optical Satellite Images Based on Combined Multi-Orientation Sparse Representation. | Yin Zhuang, He Chen, Haotian Zhou, Liang Chen, Fukun Bi |
| 2018 | TrustCom | Differentially Private Matrix Completion via Distributed Matrix Factorization. | Haotian Zhou, Xiao-Yang Liu, Cai Fu, Chen Shang, Xinyi Chang |
| 2015 | CogSci | No One Left Behind: How Social Distance Affects Life-Saving Decision Making. | Yufeng Zhang, Haotian Zhou, Mo Luan, Hong Li |
| 2015 | CogSci | More Than a Blood Pump: An Experimental Enquiry of the Folk Theory of the Heart. | Haotian Zhou, John T. Cacioppo |
| 2009 | ICNC | A Deeper Look at Gender Difference in Multitasking: Gender-Specific Mechanism of Cognitive Control. | Dongning Ren, Haotian Zhou, Xiaolan Fu |
| 2007 | ACII | Generalized "Stigma": Evidence for Devaluation-by-Inhibition Hypothesis from Implicit Learning. | Haotian Zhou, Lulu Wan, Xiaolan Fu |
| 2007 | HCI | Understanding, Measuring, and Designing User Experience: The Causal Relationship Between the Aesthetic Quality of Products and User Affect. | Haotian Zhou, Xiaolan Fu |
| 2005 | ACII | The Reliability and Validity of the Chinese Version of Abbreviated PAD Emotion Scales. | Xiaoming Li, Haotian Zhou, Shengzun Song, Tian Ran, Xiaolan Fu |