Shi, Liangliang

11 publications

ICML 2025 DSBRouter: End-to-End Global Routing via Diffusion Schrödinger Bridge Liangliang Shi, Shenhui Zhang, Xingbo Du, Nianzu Yang, Junchi Yan

ICLR 2025 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

ICLR 2025 SelKD: Selective Knowledge Distillation via Optimal Transport Perspective Liangliang Shi, Zhengyan Shi, Junchi Yan

AAAI 2024 Double-Bounded Optimal Transport for Advanced Clustering and Classification Liangliang Shi, Zhaoqi Shen, Junchi Yan

ICML 2024 OT-CLIP: Understanding and Generalizing CLIP via Optimal Transport Liangliang Shi, Jack Fan, Junchi Yan

IJCAI 2023 IID-GAN: An IID Sampling Perspective for Regularizing Mode Collapse Yang Li, Liangliang Shi, Junchi Yan

NeurIPS 2023 Relative Entropic Optimal Transport: A (Prior-Aware) Matching Perspective to (Unbalanced) Classification Liangliang Shi, Haoyu Zhen, Gu Zhang, Junchi Yan

ICML 2023 Understanding and Generalizing Contrastive Learning from the Inverse Optimal Transport Perspective Liangliang Shi, Gu Zhang, Haoyu Zhen, Jintao Fan, Junchi Yan

NeurIPS 2022 Improving Generative Adversarial Networks via Adversarial Learning in Latent Space Yang Li, Yichuan Mo, Liangliang Shi, Junchi Yan

ECCV 2020 AutoMix: Mixup Networks for Sample Interpolation via Cooperative Barycenter Learning Jianchao Zhu, Liangliang Shi, Junchi Yan, Hongyuan Zha

IJCAI 2018 Improving Maximum Likelihood Estimation of Temporal Point Process via Discriminative and Adversarial Learning Junchi Yan, Xin Liu, Liangliang Shi, Changsheng Li, Hongyuan Zha