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教师名录

李希君
助理研究员

邮箱:lixijun@sjtu.edu.cn

地址:中国上海市闵行区东川路800号1946伟德国际源自英国软件大楼专家楼1411号房间

所在研究所:可扩展计算研究所

个人主页:https://xijunlee.github.io/

个人简介

李希君博士、硕士生导师,2024年博士毕业于中国科学技术大学(与华为技术有限公司-2012实验室联合培养),同年加入1946伟德国际源自英国,现主持国家自然科学基金青年项目C类、上海市自然科学青年基金等项目。此前在华为技术有限公司诺亚方舟实验室任主任工程师、高级工程师等职务(2018年~2024年),围绕数据驱动的学习优化技术开展研究工作,已于主流学术会议、期刊上发表相关研究成果30余篇。其中,以第一作者/通讯作者身份在TPAMI, NeurIPS, ICLR, ICDE, KDD, SIGMOD, DAC等顶级数据挖掘、电子自动化设计会议发表论文10余篇。同时,已公开中国/美国专利18余项(第一作者专利8项/授权3项)。李希君博士在华为履职期间是华为云天筹求解器,盘古大语言模型等公司级重要产品的核心研发人员,多次获得华为公司总裁个人奖、创新先锋等奖励。

工作履历

2024.10 至今             助理研究员 1946伟德国际源自英国
2018.04 至2024.09   工程师、高级工程师、主任工程师 华为诺亚方舟实验室

论文发表

[1] Xijun Li, Jiexiang Yang, Jinghao Wang, Bo Peng, Jianguo Yao, Haibing Guan: STRCMP: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization. NeurIPS 2025 (CCF A)

[2] Yufei Kuang, Xijun Li*, Jie Wang, Fangzhou Zhu, Meng Lu, Zhihai Wang, Jia Zeng, Houqiang Li, Yongdong Zhang, Feng Wu: Accelerate Presolve in Large-Scale Linear Programming via Reinforcement Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence (CCF A)

[3] Xijun Li*, Zhihai Wang*, Jie Wang, Yufei Kuang, Mingxuan Yuan, Jia Zeng, Yongdong Zhang, Feng Wu: Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. ICLR 2023 (THU A)

[4] Xijun Li, Weilin Luo, Mingxuan Yuan, Jun Wang, Jiawen Lu, Jie Wang, Jinhu Lü, Jia Zeng: Learning to Optimize Industry-Scale Dynamic Pickup and Delivery Problems. ICDE 2021: 2511-2522 (CCF A)

[5] Xijun Li, Mingxuan Yuan, Di Chen, Jianguo Yao, Jia Zeng: A Data-Driven Three-Layer Algorithm for Split Delivery Vehicle Routing Problem with 3D Container Loading Constraint. KDD 2018: 528-536 (CCF A)

[6] Xijun Li, Jianguo Yao, Mingxuan Yuan, Jia Zeng: A Two-Layer Algorithmic Framework for Service Provider Configuration and Planning with Optimal Spatial Matching. CIKM 2018: 2273-2281 (CCF B)

[7] Xijun Li, Jianguo Yao, Xue Liu, Haibing Guan: A First Look at Information Entropy-Based Data Pricing. ICDCS 2017: 2053-2060 (CCF B)

[8] Jie Wang, Zhihai Wang, Xijun Li, Yufei Kuang, Zhihao Shi, Fangzhou Zhu, Mingxuan Yuan, Jia Zeng, Yongdong Zhang, Feng Wu: Learning to Cut via Hierarchical Sequence/Set Model for Efficient Mixed-Integer Programming. IEEE Transactions on Pattern Analysis and Machine Intelligence (CCF A)

[9] Ji Zhang, Xijun Li#, Xiyao Zhou, Mingxuan Yuan, Zhuo Cheng, Keji Huang, Yifan Li: L-QoCo: learning to optimize cache capacity overloading in storage systems. DAC 2022: 379-384 (CCF A) 

[10] Yingtian Tang, Han Lu, Xijun Li#, Lei Chen, Mingxuan Yuan, Jia Zeng: Learning-Aided Heuristics Design for Storage System. SIGMOD 2021: 2597-2601 (CCF A)

*表示共同一作,#表示通讯作者

 


资助项目

[1] 2026年 至 2028年,国家自然科学基金委员会,青年科学基金项目(主持

[2] 2025年 至 2028年,上海市科学技术委员会,基础研究计划“自然科学基金”青年项目(主持

[3] 2025年 至 2027年,空天飞行器技术航空科技国家重点实验室开放基金主持

[4] 2025年 至 2028年,1946伟德国际源自英国,新进教师启动计划(主持

[5] 2022年 至 2025年,科学技术部,科技创新 2030 –“新一代人工智能”重大项目,面向混合整数规划规划优化求解的运筹运化技术(核心骨干,排名3)


获奖信息

[1] 华为总裁个人奖、战地英雄奖、创新先锋奖、优秀新员工(2019~2024)

[2] 1946伟德国际源自英国优秀毕业生(2018)

[3] 教育部国家奖学金(2014,2017)

[4] 美国数学建模竞赛一等奖(2014)


学术服务

[1] Conference Reviewer and Program Committee Member

  • The Thirteenth International Conference on Learning Representations (ICLR) 2026 (Area Chair, 领域主席

  • The Thirteenth International Conference on Learning Representations (ICLR) 2025

  • The AAAI 2024 Workshop on Artificial Intelligence for Operations Research

  • The ACM Web Conference 2024 (formerly known as International World Wide Web Conference, abbreviated as WWW)

  • The Twelfth International Conference on Learning Representations (ICLR) 2024

  • The AAAI Conference on Artificial Intelligence (AAAI) 2024

  • The Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS) 2023

  • The International Conference on Data Engineering (ICDE) 2023

  • The ACM Web Conference 2023 (formerly known as International World Wide Web Conference, abbreviated as WWW)

  • The AAAI Conference on Artificial Intelligence (AAAI) 2023

  • The International Conference on Data Engineering (ICDE) 2022


[2] Journal Reviewer

  • The IEEE Transactions on Knowledge and Data Engineering

  • The IEEE Transactions on Emerging Topics in Computational Intelligence

  • Transportation Research Part E