JIAJIN LI
16 papers · 2018–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (6)
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Conference Polyglot
(5)
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Academic Marathon
(6)
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Keyword Collector
(67)
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Century Club
(16)
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Unstoppable
(7)
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Prolific Year
(5)
Conferences
NIPS (9)
ICLR (3)
ICML (2)
AISTATS (1)
IJCAI (1)
Top co-authors
Keywords
distributionally robust optimization
(5)
graph neural network
(3)
wasserstein distance
(3)
optimal transport
(3)
martingale constraint
(2)
anomaly detection
(1)
variational inference
(1)
reinforcement learning
(1)
graph matching
(1)
policy optimization
(1)
mean estimation
(1)
graph generation
(1)
wavelet transform
(1)
minimax optimization
(1)
probability distribution
(1)
graph clustering
(1)
kalman filter
(1)
gradient descent
(1)
continuous control
(1)
outlier detection
(1)
Papers
Stability Evaluation through Distributional Perturbation Analysis
ICML 2024
Automatic Outlier Rectification via Optimal Transport
NIPS 2024
Universal Gradient Descent Ascent Method for Nonconvex-Nonconcave Minimax Optimization
NIPS 2023
Outlier-Robust Gromov-Wasserstein for Graph Data
NIPS 2023
Wasserstein Distributionally Robust Linear-Quadratic Estimation under Martingale Constraints
AISTATS 2023
A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data
ICLR 2023
Learning Proximal Operators to Discover Multiple Optima
ICLR 2023
Rethinking Graph Neural Networks for Anomaly Detection
ICML 2022
Tikhonov Regularization is Optimal Transport Robust under Martingale Constraints
NIPS 2022
Modified Frank Wolfe in Probability Space
NIPS 2021
Deconvolutional Networks on Graph Data
NIPS 2021
The Gambler's Problem and Beyond
ICLR 2020
Fast Epigraphical Projection-based Incremental Algorithms for Wasserstein Distributionally Robust Support Vector Machine
NIPS 2020
Dirichlet Graph Variational Autoencoder
NIPS 2020
A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression
NIPS 2019
Policy Optimization with Second-Order Advantage Information
IJCAI 2018