Chunlin Sun

19 papers A* 8A 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Beyond O(√T) Regret: Decoupling Learning and Decision-making in Online Linear Programming.
CoRR
Wenzhi Gao, Dongdong Ge, Chenyu Xue, Chunlin Sun, Yinyu Ye
2025 J jnl
Learning While Repositioning in On-Demand Vehicle Sharing Networks.
CoRR
Hansheng Jiang, Chunlin Sun, Zuo-Jun Max Shen, Shunan Jiang
2024 A* conf
Decoupling Learning and Decision-Making: Breaking the O(T) Barrier in Online Resource Allocation with First-Order Methods.
ICML
Wenzhi Gao, Chunlin Sun, Chenyu Xue, Yinyu Ye
2024 A* conf
Learning to Make Adherence-aware Advice.
ICLR
Guanting Chen, Xiaocheng Li, Chunlin Sun, Hanzhao Wang
2024 A conf
When No-Rejection Learning is Consistent for Regression with Rejection.
AISTATS
Xiaocheng Li, Shang Liu, Chunlin Sun, Hanzhao Wang
2023 J jnl
Learning to Make Adherence-Aware Advice.
CoRR
Guanting Chen, Xiaocheng Li, Chunlin Sun, Hanzhao Wang
2023 A* conf
Maximum Optimality Margin: A Unified Approach for Contextual Linear Programming and Inverse Linear Programming.
ICML
Chunlin Sun, Shang Liu, Xiaocheng Li
2023 J jnl
Maximum Optimality Margin: A Unified Approach for Contextual Linear Programming and Inverse Linear Programming.
CoRR
Chunlin Sun, Shang Liu, Xiaocheng Li
2023 A* conf
Predict-then-Calibrate: A New Perspective of Robust Contextual LP.
NeurIPS
Chunlin Sun, Linyu Liu, Xiaocheng Li
2023 J jnl
Simple and fast algorithm for binary integer and online linear programming.
Math. Program.
Xiaocheng Li, Chunlin Sun, Yinyu Ye
2023 A* conf
Solving Linear Programs with Fast Online Learning Algorithms.
ICML
Wenzhi Gao, Dongdong Ge, Chunlin Sun, Yinyu Ye
2023 J jnl
When No-Rejection Learning is Optimal for Regression with Rejection.
CoRR
Xiaocheng Li, Shang Liu, Chunlin Sun, Hanzhao Wang
2022 A* conf
Learning from Stochastically Revealed Preference.
NeurIPS
John R. Birge, Xiaocheng Li, Chunlin Sun
2021 J jnl
An Adaptive State Aggregation Algorithm for Markov Decision Processes.
CoRR
Guanting Chen, Johann Demetrio Gaebler, Matt Peng, Chunlin Sun, Yinyu Ye
2021 J jnl
Boosting Method in Approximately Solving Linear Programming with Fast Online Algorithm.
CoRR
Wenzhi Gao, Chunlin Sun, Yuyang Ye, Yinyu Ye
2021 A* conf
The Symmetry between Arms and Knapsacks: A Primal-Dual Approach for Bandits with Knapsacks.
ICML
Xiaocheng Li, Chunlin Sun, Yinyu Ye
2021 J jnl
The Symmetry between Arms and Knapsacks: A Primal-Dual Approach for Bandits with Knapsacks.
CoRR
Xiaocheng Li, Chunlin Sun, Yinyu Ye
2020 A* conf
Simple and Fast Algorithm for Binary Integer and Online Linear Programming.
NeurIPS
Xiaocheng Li, Chunlin Sun, Yinyu Ye
2020 J jnl
Simple and Fast Algorithm for Binary Integer and Online Linear Programming.
CoRR
Xiaocheng Li, Chunlin Sun, Yinyu Ye