Li, Sirui

9 publications

ICLR 2025 Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling Sirui Li, Wenbin Ouyang, Yining Ma, Cathy Wu

ICLR 2025 Towards Foundation Models for Mixed Integer Linear Programming Sirui Li, Janardhan Kulkarni, Ishai Menache, Cathy Wu, Beibin Li

NeurIPS 2024 Model-Based Transfer Learning for Contextual Reinforcement Learning Jung-Hoon Cho, Vindula Jayawardana, Sirui Li, Cathy Wu

NeurIPS 2024 TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs Zhuofeng Li, Zixing Gou, Xiangnan Zhang, Zhongyuan Liu, Sirui Li, Yuntong Hu, Chen Ling, Zheng Zhang, Liang Zhao

NeurIPS 2023 Learning to Configure Separators in Branch-and-Cut Sirui Li, Wenbin Ouyang, Max Paulus, Cathy Wu

NeurIPSW 2023 Robust Driving Across Scenarios via Multi-Residual Task Learning Vindula Jayawardana, Sirui Li, Cathy Wu, Yashar Farid, Kentaro Oguchi

NeurIPS 2022 The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning Vindula Jayawardana, Catherine Tang, Sirui Li, Dajiang Suo, Cathy Wu

NeurIPS 2021 Learning to Delegate for Large-Scale Vehicle Routing Sirui Li, Zhongxia Yan, Cathy Wu

AISTATS 2020 Conditional Linear Regression Diego Calderon, Brendan Juba, Sirui Li, Zongyi Li, Lisa Ruan