Підписатись
Peiyao Xiao
Peiyao Xiao
Ph.D. candidate at University at Buffalo
Підтверджена електронна адреса в buffalo.edu - Домашня сторінка
Назва
Посилання
Посилання
Рік
Direction-oriented multi-objective learning: Simple and provable stochastic algorithms
P Xiao, H Ban, K Ji
Advances in Neural Information Processing Systems 36, 2023
232023
SimFBO: Towards simple, flexible and communication-efficient federated bilevel learning
Y Yang, P Xiao, K Ji
Advances in Neural Information Processing Systems 36, 2023
182023
Achieving Complexity in Hessian/Jacobian-free Stochastic Bilevel Optimization
Y Yang, P Xiao, K Ji
Advances in Neural Information Processing Systems 36, 2023
182023
Communication-efficient federated hypergradient computation via aggregated iterative differentiation
P Xiao, K Ji
International conference on machine learning, 2023
102023
MGDA Converges under Generalized Smoothness, Provably
Q Zhang, P Xiao, K Ji, S Zou
International Conference on Learning Representations (ICLR), 2024
5*2024
Finite-Time Analysis for Conflict-Avoidant Multi-Task Reinforcement Learning
Y Wang, P Xiao, H Ban, K Ji, S Zou
arXiv preprint arXiv:2405.16077, 2024
12024
Scalable Bilevel Loss Balancing for Multi-Task Learning
P Xiao, C Dong, S Zou, K Ji
arXiv preprint arXiv:2502.08585, 2025
2025
ReGNet: Reciprocal Space-Aware Long-Range Modeling and Multi-Property Prediction for Crystals
J Nie, P Xiao, K Ji, P Gao
arXiv preprint arXiv:2502.02748, 2025
2025
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