Peiran Yu

21 papers A* 3B 1Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
An expert-in-the-loop framework for unknown attack detection via open-set recognition.
J. Comput. Secur.
Xinjing Yuan, Peiran Yu, Song Liu, Zhe Sun, Yu Zhang, Jingdong Xu
2026 J jnl
Breaking the Correlation Plateau: On the Optimization and Capacity Limits of Attention-Based Regressors.
CoRR
Jingquan Yan, Yuwei Miao, Peiran Yu, Junzhou Huang
2025 J jnl
Bilevel ZOFO: Bridging Parameter-Efficient and Zeroth-Order Techniques for Efficient LLM Fine-Tuning and Meta-Training.
CoRR
Reza Shirkavand, Qi He, Peiran Yu, Heng Huang
2025 J jnl
Cost-Aware Contrastive Routing for LLMs.
CoRR
Reza Shirkavand, Shangqian Gao, Peiran Yu, Heng Huang
2025 A* conf
Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion Models.
CVPR
Reza Shirkavand, Peiran Yu, Shangqian Gao, Gowthami Somepalli, Tom Goldstein, Heng Huang
2025 J jnl
Provably Mitigating Corruption, Overoptimization, and Verbosity Simultaneously in Offline and Online RLHF/DPO Alignment.
CoRR
Ziyi Chen, Junyi Li, Peiran Yu, Heng Huang
2025 — conf
Quasi-Deterministic Modeling of Multipath Components in Intrawagon Scenario.
VTC2025-Fall
Shuai Li, Jingya Yang, Peiran Yu, Guoyu Ma, Chunhua Zhu, Haoyan Chen, Menglei Luo, Ning Wang
2025 A* conf
Revisiting Convergence: Shuffling Complexity Beyond Lipschitz Smoothness.
ICML
Qi He, Peiran Yu, Ziyi Chen, Heng Huang
2025 J jnl
Revisiting Convergence: Shuffling Complexity Beyond Lipschitz Smoothness.
CoRR
Qi He, Peiran Yu, Ziyi Chen, Heng Huang
2025 J jnl
Zeroth-Order Methods for Stochastic Nonconvex Nonsmooth Composite Optimization.
CoRR
Ziyi Chen, Peiran Yu, Heng Huang
2024 A* conf
Dropout Enhanced Bilevel Training.
ICLR
Peiran Yu, Junyi Li, Heng Huang
2024 J jnl
Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion Models.
CoRR
Reza Shirkavand, Peiran Yu, Shangqian Gao, Gowthami Somepalli, Tom Goldstein, Heng Huang
2024 J jnl
Hessian Free Efficient Single Loop Iterative Differentiation Methods for Bi-Level Optimization Problems.
Trans. Mach. Learn. Res.
Peiran Yu, Junyi Li, Heng Huang
2022 J jnl
Kurdyka-Łojasiewicz Exponent via Inf-projection.
Found. Comput. Math.
Peiran Yu, Guoyin Li, Ting Kei Pong
2021 J jnl
A Novel Method to Prevent Misconfigurations of Industrial Automation and Control Systems.
IEEE Trans. Ind. Informatics
Yu Zhang, Yani Ge, Peiran Yu, Jianzhong Zhang, Yongzheng Zhang, Thar Baker
2021 J jnl
Analysis and Algorithms for Some Compressed Sensing Models Based on L1/L2 Minimization.
SIAM J. Optim.
Liaoyuan Zeng, Peiran Yu, Ting Kei Pong
2021 J jnl
Convergence Rate Analysis of a Sequential Convex Programming Method with Line Search for a Class of Constrained Difference-of-Convex Optimization Problems.
SIAM J. Optim.
Peiran Yu, Ting Kei Pong, Zhaosong Lu
2021 B conf
FLDDoS: DDoS Attack Detection Model based on Federated Learning.
TrustCom
Jiachao Zhang, Peiran Yu, Le Qi, Song Liu, Haiyu Zhang, Jianzhong Zhang
2020 — conf
TPJF: Machine Learning Based Intelligent Prediction of Preference for Japanese Food.
ICAIP
Peiran Yu, Min Fu
2019 — conf
Design and Simulation of a Push Recovery Strategy for Biped Robot.
ICIRA (3)
Dandan Hu, Ruoqiao Guan, Peiran Yu
2019 J jnl
Iteratively reweighted \(\ell _1\) algorithms with extrapolation.
Comput. Optim. Appl.
Peiran Yu, Ting Kei Pong