| 2025 | AAAI | Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation. | Wei Chen, Guo Ye, Yakun Wang, Zhao Zhang, Libang Zhang, Daixin Wang, Zhiqiang Zhang, Fuzhen Zhuang |
| 2025 | ICML | Fast and Low-Cost Genomic Foundation Models via Outlier Removal. | Haozheng Luo, Chenghao Qiu, Maojiang Su, Zhihan Zhou, Zoe Mehta, Guo Ye, Jerry Yao-Chieh Hu, Han Liu |
| 2024 | ECCV | POA: Pre-training Once for Models of All Sizes. | Yingying Zhang, Xin Guo, Jiangwei Lao, Lei Yu, Lixiang Ru, Jian Wang, Guo Ye, Huimei He, Jingdong Chen, Ming Yang |
| 2024 | ICRA | DOS | Guo Ye, Qinjie Lin, Zening Luo, Han Liu |
| 2024 | WSDM | Not All Negatives Are Worth Attending to: Meta-Bootstrapping Negative Sampling Framework for Link Prediction. | Yakun Wang, Binbin Hu, Shuo Yang, Meiqi Zhu, Zhiqiang Zhang, Qiyang Zhang, Jun Zhou, Guo Ye, Huimei He |
| 2023 | ICRA | EMS: A Massive Computational Experiment Management System towards Data-driven Robotics. | Qinjie Lin, Guo Ye, Han Liu |
| 2023 | RO-MAN | Open-Ended Multi-Modal Relational Reasoning for Video Question Answering. | Haozheng Luo, Ruiyang Qin, Chenwei Xu, Guo Ye, Zening Luo |
| 2021 | CoRL | RoboFlow: a Data-centric Workflow Management System for Developing AI-enhanced Robots. | Qinjie Lin, Guo Ye, Jiayi Wang, Han Liu |
| 2020 | ICLR | Learning to Plan in High Dimensions via Neural Exploration-Exploitation Trees. | Binghong Chen, Bo Dai, Qinjie Lin, Guo Ye, Han Liu, Le Song |
| 2020 | ICRA | Collision-free Navigation of Human-centered Robots via Markov Games. | Guo Ye, Qinjie Lin, Tzung-Han Juang, Han Liu |
| 2017 | ADC | Efficient Supervised Hashing via Exploring Local and Inner Data Structure. | Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li |