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Junyi Li
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Generating realistic stock market order streams
J Li, X Wang, Y Lin, A Sinha, M Wellman
Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 727-734, 2020
742020
A fully single loop algorithm for bilevel optimization without hessian inverse
J Li, B Gu, H Huang
Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7426-7434, 2022
522022
Biadam: Fast adaptive bilevel optimization methods
F Huang, J Li, S Gao
arXiv preprint arXiv:2106.11396, 2021
352021
Improved bilevel model: Fast and optimal algorithm with theoretical guarantee
J Li, B Gu, H Huang
arXiv preprint arXiv:2009.00690, 2020
302020
Super-adam: faster and universal framework of adaptive gradients
F Huang, J Li, H Huang
Advances in Neural Information Processing Systems 34, 9074-9085, 2021
262021
Faster secure data mining via distributed homomorphic encryption
J Li, H Huang
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
262020
Local stochastic bilevel optimization with momentum-based variance reduction
J Li, F Huang, H Huang
arXiv preprint arXiv:2205.01608, 2022
232022
Enhanced bilevel optimization via bregman distance
F Huang, J Li, S Gao, H Huang
Advances in Neural Information Processing Systems 35, 28928-28939, 2022
192022
Communication-efficient robust federated learning with noisy labels
J Li, J Pei, H Huang
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
162022
On the convergence of local stochastic compositional gradient descent with momentum
H Gao, J Li, H Huang
International Conference on Machine Learning, 7017-7035, 2022
122022
Compositional federated learning: Applications in distributionally robust averaging and meta learning
F Huang, J Li
arXiv preprint arXiv:2106.11264, 2021
112021
Federated conditional stochastic optimization
X Wu, J Sun, Z Hu, J Li, A Zhang, H Huang
Advances in Neural Information Processing Systems 36, 2024
62024
Communication-Efficient Federated Bilevel Optimization with Local and Global Lower Level Problems
J Li, F Huang, H Huang
Thirty-seventh Conference on Neural Information Processing Systems, 2023
52023
FedGRec: Federated Graph Recommender System with Lazy Update of Latent Embeddings
J Li, H Huang
FL: Recent Advances and New Challenges (FL-NeurIPS'22), 2022
52022
On the steerability of large language models toward data-driven personas
J Li, C Peris, N Mehrabi, P Goyal, KW Chang, A Galstyan, R Zemel, ...
NAACL 2024, 2023
12023
Resolving the Tug-of-War: A Separation of Communication and Learning in Federated Learning
J Li, H Huang
Advances in Neural Information Processing Systems 36, 2024
2024
FedDA: Faster Adaptive Gradient Methods for Federated Constrained Optimization
J Li, F Huang, H Huang
The Twelfth International Conference on Learning Representations, 2023
2023
Dropout Enhanced Bilevel Training
P Yu, J Li, H Huang
The Twelfth International Conference on Learning Representations, 2023
2023
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Articles 1–18