教师名录
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