Li, Jiajin

21 publications

NeurIPS 2025 Set Smoothness Unlocks Clarke Hyper-Stationarity in Bilevel Optimization He Chen, Jiajin Li, Anthony Man-Cho So

NeurIPS 2024 Automatic Outlier Rectification via Optimal Transport Jose Blanchet, Jiajin Li, Markus Pelger, Greg Zanotti

NeurIPSW 2024 Spurious Stationarity and Hardness Results for Mirror Descent He Chen, Jiajin Li, Anthony Man-Cho So

ICML 2024 Stability Evaluation Through Distributional Perturbation Analysis Jose Blanchet, Peng Cui, Jiajin Li, Jiashuo Liu

NeurIPSW 2024 Stability Evaluation of Large Language Models via Distributional Perturbation Analysis Jiashuo Liu, Jiajin Li, Peng Cui, Jose Blanchet

ICLR 2023 A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data Jiajin Li, Jianheng Tang, Lemin Kong, Huikang Liu, Jia Li, Anthony Man-Cho So, Jose Blanchet

ICLR 2023 Learning Proximal Operators to Discover Multiple Optima Lingxiao Li, Noam Aigerman, Vladimir Kim, Jiajin Li, Kristjan Greenewald, Mikhail Yurochkin, Justin Solomon

NeurIPS 2023 Outlier-Robust Gromov-Wasserstein for Graph Data Lemin Kong, Jiajin Li, Jianheng Tang, Anthony Man-Cho So

NeurIPS 2023 Universal Gradient Descent Ascent Method for Nonconvex-Nonconcave Minimax Optimization Taoli Zheng, Linglingzhi Zhu, Anthony Man-Cho So, Jose Blanchet, Jiajin Li

AISTATS 2023 Wasserstein Distributionally Robust Linear-Quadratic Estimation Under Martingale Constraints Kyriakos Lotidis, Nicholas Bambos, Jose Blanchet, Jiajin Li

NeurIPSW 2022 Nonsmooth Composite Nonconvex-Concave Minimax Optimization Jiajin Li, Linglingzhi Zhu, Anthony Man-Cho So

ICML 2022 Rethinking Graph Neural Networks for Anomaly Detection Jianheng Tang, Jiajin Li, Ziqi Gao, Jia Li

NeurIPSW 2022 Synthetic Principal Component Design: Fast Covariate Balancing with Synthetic Controls Yiping Lu, Jiajin Li, Lexing Ying, Jose Blanchet

NeurIPS 2022 Tikhonov Regularization Is Optimal Transport Robust Under Martingale Constraints Jiajin Li, Sirui Lin, Jose Blanchet, Viet Anh Nguyen

NeurIPS 2021 Deconvolutional Networks on Graph Data Jia Li, Jiajin Li, Yang Liu, Jianwei Yu, Yueting Li, Hong Cheng

NeurIPS 2021 Modified Frank Wolfe in Probability Space Carson Kent, Jiajin Li, Jose Blanchet, Peter W Glynn

NeurIPS 2020 Dirichlet Graph Variational Autoencoder Jia Li, Jianwei Yu, Jiajin Li, Honglei Zhang, Kangfei Zhao, Yu Rong, Hong Cheng, Junzhou Huang

NeurIPS 2020 Fast Epigraphical Projection-Based Incremental Algorithms for Wasserstein Distributionally Robust Support Vector Machine Jiajin Li, Caihua Chen, Anthony Man-Cho So

ICLR 2020 The Gambler's Problem and Beyond Baoxiang Wang, Shuai Li, Jiajin Li, Siu On Chan

NeurIPS 2019 A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression Jiajin Li, Sen Huang, Anthony Man-Cho So

IJCAI 2018 Policy Optimization with Second-Order Advantage Information Jiajin Li, Baoxiang Wang, Shengyu Zhang