Ziwei Guan

15 papers A* 4A 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
AdaProx: A Novel Method for Bilevel Optimization under Pessimistic Framework.
CPAL
Ziwei Guan, Daouda Sow, Sen Lin, Yingbin Liang
2025 — conf
HyperZero: A Customized End-to-End Auto-Tuning System for Recommendation with Hourly Feedback.
KDD (1)
Xufeng Cai, Ziwei Guan, Lei Yuan, Ali Selman Aydin, Tengyu Xu, Boying Liu, Wenbo Ren, Renkai Xiang, Songyi He, Haichuan Yang, Serena Li, Mingze Gao, Yue Weng, Ji Liu
2025 J jnl
HyperZero: A Customized End-to-End Auto-Tuning System for Recommendation with Hourly Feedback.
CoRR
Xufeng Cai, Ziwei Guan, Lei Yuan, Ali Selman Aydin, Tengyu Xu, Boying Liu, Wenbo Ren, Renkai Xiang, Songyi He, Haichuan Yang, Serena Li, Mingze Gao, Yue Weng, Ji Liu
2024 J jnl
Faster algorithm and sharper analysis for constrained Markov decision process.
Oper. Res. Lett.
Tianjiao Li, Ziwei Guan, Shaofeng Zou, Tengyu Xu, Yingbin Liang, Guanghui Lan
2024 A* conf
On the Hardness of Online Nonconvex Optimization with Single Oracle Feedback.
ICLR
Ziwei Guan, Yi Zhou, Yingbin Liang
2023 A* conf
Online Nonconvex Optimization with Limited Instantaneous Oracle Feedback.
COLT
Ziwei Guan, Yi Zhou, Yingbin Liang
2022 J jnl
A Constrained Optimization Approach to Bilevel Optimization with Multiple Inner Minima.
CoRR
Daouda Sow, Kaiyi Ji, Ziwei Guan, Yingbin Liang
2022 A* conf
PER-ETD: A Polynomially Efficient Emphatic Temporal Difference Learning Method.
ICLR
Ziwei Guan, Tengyu Xu, Yingbin Liang
2021 J jnl
Faster Algorithm and Sharper Analysis for Constrained Markov Decision Process.
CoRR
Tianjiao Li, Ziwei Guan, Shaofeng Zou, Tengyu Xu, Yingbin Liang, Guanghui Lan
2021 J jnl
PER-ETD: A Polynomially Efficient Emphatic Temporal Difference Learning Method.
CoRR
Ziwei Guan, Tengyu Xu, Yingbin Liang
2021 A conf
When Will Generative Adversarial Imitation Learning Algorithms Attain Global Convergence.
AISTATS
Ziwei Guan, Tengyu Xu, Yingbin Liang
2020 — conf
Robust Dynamic Spectrum Access in Adversarial Environments.
ICC
Ziwei Guan, Timothy Y. Hu, Joseph Palombo, Michael J. Liston, Donald J. Bucci, Yingbin Liang
2020 A* conf
Robust Stochastic Bandit Algorithms under Probabilistic Unbounded Adversarial Attack.
AAAI
Ziwei Guan, Kaiyi Ji, Donald J. Bucci Jr., Timothy Y. Hu, Joseph Palombo, Michael Liston, Yingbin Liang
2020 J jnl
Robust Stochastic Bandit Algorithms under Probabilistic Unbounded Adversarial Attack.
CoRR
Ziwei Guan, Kaiyi Ji, Donald J. Bucci Jr., Timothy Y. Hu, Joseph Palombo, Michael Liston, Yingbin Liang
2020 J jnl
When Will Generative Adversarial Imitation Learning Algorithms Attain Global Convergence.
CoRR
Ziwei Guan, Tengyu Xu, Yingbin Liang