Jiajin Li

Orcid: 0000-0003-3336-4508

According to our database¹, Jiajin Li authored at least 38 papers between 2018 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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On csauthors.net:

Bibliography

2024

Stability Evaluation via Distributional Perturbation Analysis.

[BibT_eX]

[DOI]

CoRR, 2024

Spurious Stationarity and Hardness Results for Mirror Descent.

[BibT_eX]

[DOI]

He Chen

Jiajin Li

Anthony Man-Cho So

CoRR, 2024

Automatic Outlier Rectification via Optimal Transport.

[BibT_eX]

[DOI]

CoRR, 2024

Stability Evaluation through Distributional Perturbation Analysis.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Outlier-Robust Gromov Wasserstein for Graph Data.

[BibT_eX]

[DOI]

Lemin Kong

Jiajin Li

Anthony Man-Cho So

CoRR, 2023

Universal Gradient Descent Ascent Method for Nonconvex-Nonconcave Minimax Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Outlier-Robust Gromov-Wasserstein for Graph Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Learning Proximal Operators to Discover Multiple Optima.

[BibT_eX]

[DOI]

Kristjan H. Greenewald

Mikhail Yurochkin

Justin Solomon

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Wasserstein Distributionally Robust Linear-Quadratic Estimation under Martingale Constraints.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

A Splitting Scheme for Flip-Free Distortion Energies.

[BibT_eX]

[DOI]

Oded Stein

Jiajin Li

Justin Solomon

SIAM J. Imaging Sci., June, 2022

Synthetic Principal Component Design: Fast Covariate Balancing with Synthetic Controls.

[BibT_eX]

[DOI]

CoRR, 2022

Nonsmooth Composite Nonconvex-Concave Minimax Optimization.

[BibT_eX]

[DOI]

Jiajin Li

Linglingzhi Zhu

Anthony Man-Cho So

CoRR, 2022

Fast and Provably Convergent Algorithms for Gromov-Wasserstein in Graph Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Tikhonov Regularization is Optimal Transport Robust under Martingale Constraints.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Rethinking Graph Neural Networks for Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

2021

Developing Machine Learning and Statistical Methods for the Analysis of Genetics and Genomics.

[BibT_eX]

[DOI]

Jiajin Li

PhD thesis, 2021

Optimized Classification of Suspended Particles in Seawater by Dense Sampling of Polarized Light Pulses.

[BibT_eX]

[DOI]

Sensors, 2021

An Efficient Linear Mixed Model Framework for Meta-Analytic Association Studies Across Multiple Contexts.

[BibT_eX]

[DOI]

Proceedings of the 21st International Workshop on Algorithms in Bioinformatics, 2021

Deconvolutional Networks on Graph Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Modified Frank Wolfe in Probability Space.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Ka-band 1 W GaN MMIC Power Amplifier Design.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Signal Processing, 2021

2020

Understanding Notions of Stationarity in Nonsmooth Optimization: A Guided Tour of Various Constructions of Subdifferential for Nonsmooth Functions.

[BibT_eX]

[DOI]

Jiajin Li

Anthony Man-Cho So

Wing-Kin Ma

IEEE Signal Process. Mag., 2020

Probing the Cyanobacterial Microcystis Gas Vesicles after Static Pressure Treatment: A Potential In Situ Rapid Method.

[BibT_eX]

[DOI]

Sensors, 2020

Dirichlet Graph Variational Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2020

Understanding Notions of Stationarity in Non-Smooth Optimization.

[BibT_eX]

[DOI]

Jiajin Li

Anthony Man-Cho So

Wing-Kin Ma

CoRR, 2020

Dirichlet Graph Variational Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Fast Epigraphical Projection-based Incremental Algorithms for Wasserstein Distributionally Robust Support Vector Machine.

[BibT_eX]

[DOI]

Jiajin Li

Caihua Chen

Anthony Man-Cho So

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Low-Cost Lipschitz-Independent Adaptive Importance Sampling of Stochastic Gradients.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

The Gambler's Problem and Beyond.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

ForestQC: Quality control on genetic variants from next-generation sequencing data using random forest.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2019

A First-Order Algorithmic Framework for Wasserstein Distributionally Robust Logistic Regression.

[BibT_eX]

[DOI]

Jiajin Li

Sen Huang

Anthony Man-Cho So

CoRR, 2019

A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression.

[BibT_eX]

[DOI]

Jiajin Li

Sen Huang

Anthony Man-Cho So

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Psrec: social recommendation with pseudo ratings.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Field-aware probabilistic embedding neural network for CTR prediction.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Policy Optimization with Second-Order Advantage Information.

[BibT_eX]

[DOI]

Jiajin Li

Baoxiang Wang

Shengyu Zhang

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Policy Optimization with Second-Order Advantage Information.

[BibT_eX]

[DOI]

Jiajin Li

Baoxiang Wang

Proceedings of the 6th International Conference on Learning Representations, 2018

Jiajin Li

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