| 2025 | ICLR | Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search. | Yang Li, Jiale Ma, Wenzheng Pan, Runzhong Wang, Haoyu Geng, Nianzu Yang, Junchi Yan |
| 2023 | ICLR | Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution. | Chao Chen, Haoyu Geng, Gang Zeng, Zhaobing Han, Hua Chai, Xiaokang Yang, Junchi Yan |
| 2023 | KDD | Pyramid Graph Neural Network: A Graph Sampling and Filtering Approach for Multi-scale Disentangled Representations. | Haoyu Geng, Chao Chen, Yixuan He, Gang Zeng, Zhaobing Han, Hua Chai, Junchi Yan |
| 2023 | KDD | GAL-VNE: Solving the VNE Problem with Global Reinforcement Learning and Local One-Shot Neural Prediction. | Haoyu Geng, Runzhong Wang, Fei Wu, Junchi Yan |
| 2022 | UIC | HMES: A Scalable Human Mobility and Epidemic Simulation System with Fast Intervention Modeling. | Haoyu Geng, Guanjie Zheng, Zhengqing Han, Hua Wei, Zhenhui Li |
| 2021 | DASFAA | Gated Sequential Recommendation System with Social and Textual Information Under Dynamic Contexts. | Haoyu Geng, Shuodian Yu, Xiaofeng Gao |
| 2021 | ICML | Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation. | Chao Chen, Haoyu Geng, Nianzu Yang, Junchi Yan, Daiyue Xue, Jianping Yu, Xiaokang Yang |