| 2025 | ICLR | Optimal Flow Transport and its Entropic Regularization: a GPU-friendly Matrix Iterative Algorithm for Flow Balance Satisfaction. | Liangliang Shi, Yufeng Li, Kaipeng Zeng, Yihui Tu, Junchi Yan |
| 2025 | ICLR | SelKD: Selective Knowledge Distillation via Optimal Transport Perspective. | Liangliang Shi, Zhengyan Shi, Junchi Yan |
| 2025 | ICML | DSBRouter: End-to-end Global Routing via Diffusion Schr\"{o}dinger Bridge. | Liangliang Shi, Shenhui Zhang, Xingbo Du, Nianzu Yang, Junchi Yan |
| 2025 | KDD | BiQAP: Neural Bi-level Optimization-based Framework for Solving Quadratic Assignment Problems. | Liangliang Shi, Haoran Zhang, Shuheng Shen, Changhua Meng, Weiqiang Wang, Junchi Yan |
| 2024 | AAAI | Double-Bounded Optimal Transport for Advanced Clustering and Classification. | Liangliang Shi, Zhaoqi Shen, Junchi Yan |
| 2024 | ICML | OT-CLIP: Understanding and Generalizing CLIP via Optimal Transport. | Liangliang Shi, Jack Fan, Junchi Yan |
| 2024 | KDD | Routing Evidence for Unseen Actions in Video Moment Retrieval. | Guolong Wang, Xun Wu, Zheng Qin, Liangliang Shi |
| 2023 | HCI | An Experimental Study of the Comfort of Stroke Rehabilitation Gloves Based on ANSYS. | Yanmin Xue, Liangliang Shi, Qing Liu, Suihuai Yu |
| 2023 | ICIP | Adaptive Semi-Supervised Mixup with Implicit Label Learning and Sample Ratio Balancing. | Yulin Su, Liangliang Shi, Ziming Feng, Pengzhi Chu, Junchi Yan |
| 2023 | ICML | Understanding and Generalizing Contrastive Learning from the Inverse Optimal Transport Perspective. | Liangliang Shi, Gu Zhang, Haoyu Zhen, Jintao Fan, Junchi Yan |
| 2023 | IJCAI | IID-GAN: an IID Sampling Perspective for Regularizing Mode Collapse. | Yang Li, Liangliang Shi, Junchi Yan |
| 2020 | ECCV | AutoMix: Mixup Networks for Sample Interpolation via Cooperative Barycenter Learning. | Jianchao Zhu, Liangliang Shi, Junchi Yan, Hongyuan Zha |
| 2018 | IJCAI | Improving Maximum Likelihood Estimation of Temporal Point Process via Discriminative and Adversarial Learning. | Junchi Yan, Xin Liu, Liangliang Shi, Changsheng Li, Hongyuan Zha |
| 2010 | ADMA | A Novel Algorithm for Hierarchical Community Structure Detection in Complex Networks. | Chuan Shi, Jian Zhang, Liangliang Shi, Yanan Cai, Bin Wu |