Xijun Li

53 papers A* 16A 2B 2Journal 32Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A repulsive-distance-based maximum diversity selection algorithm for multimodal multiobjective optimization.
Appl. Soft Comput.
Qi Deng, Yuan Liu, Shengxiang Yang, Juan Zou, Xijun Li, Yizhang Xia, Jinhua Zheng
2025 J jnl
Accelerate Presolve in Large-Scale Linear Programming via Reinforcement Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Yufei Kuang, Xijun Li, Jie Wang, Fangzhou Zhu, Meng Lu, Zhihai Wang, Jia Zeng, Houqiang Li, Yongdong Zhang, Feng Wu
2025 J jnl
Advancing Symbolic Discovery on Unsupervised Data: A Pre-training Framework for Non-degenerate Implicit Equation Discovery.
CoRR
Yufei Kuang, Jie Wang, Huang Haotong, Mingxuan Ye, Fangzhou Zhu, Xijun Li, Jianye Hao, Wu Feng
2025 A* conf
Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming.
ICLR
Haoyang Liu, Jie Wang, Zijie Geng, Xijun Li, Yuxuan Zong, Fangzhou Zhu, Jianye Hao, Feng Wu
2025 J jnl
Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming.
CoRR
Haoyang Liu, Jie Wang, Zijie Geng, Xijun Li, Yuxuan Zong, Fangzhou Zhu, Jianye Hao, Feng Wu
2025 A* conf
Differentiable Integer Linear Programming.
ICLR
Zijie Geng, Jie Wang, Xijun Li, Fangzhou Zhu, Jianye Hao, Bin Li, Feng Wu
2025 J jnl
Layout Decomposition via Boolean Satisfiability.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Hongduo Liu, Peiyu Liao, Mengchuan Zou, Bowen Pang, Xijun Li, Mingxuan Yuan, Tsung-Yi Ho, Bei Yu
2025 J jnl
STRCMP: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization.
CoRR
Xijun Li, Jiexiang Yang, Jinghao Wang, Bo Peng, Jianguo Yao, Haibing Guan
2024 A* conf
A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design.
ICML
Zhihai Wang, Lei Chen, Jie Wang, Yinqi Bai, Xing Li, Xijun Li, Mingxuan Yuan, Jianye Hao, Yongdong Zhang, Feng Wu
2024 A* conf
Joint Directory, File and IO Trace Feature Extraction and Feature-based Trace Regeneration for Enterprise Storage Systems.
ICDE
Kecheng Huang, Xijun Li, Mingxuan Yuan, Ji Zhang, Zili Shao
2024 A* conf
L2P-MIP: Learning to Presolve for Mixed Integer Programming.
ICLR
Chang Liu, Zhichen Dong, Haobo Ma, Weilin Luo, Xijun Li, Bowen Pang, Jia Zeng, Junchi Yan
2024 J jnl
Learning to Cut via Hierarchical Sequence/Set Model for Efficient Mixed-Integer Programming.
CoRR
Jie Wang, Zhihai Wang, Xijun Li, Yufei Kuang, Zhihao Shi, Fangzhou Zhu, Mingxuan Yuan, Jia Zeng, Yongdong Zhang, Feng Wu
2024 J jnl
Learning to Cut via Hierarchical Sequence/Set Model for Efficient Mixed-Integer Programming.
IEEE Trans. Pattern Anal. Mach. Intell.
Jie Wang, Zhihai Wang, Xijun Li, Yufei Kuang, Zhihao Shi, Fangzhou Zhu, Mingxuan Yuan, Jia Zeng, Yongdong Zhang, Feng Wu
2024 A* conf
MILP-StuDio: MILP Instance Generation via Block Structure Decomposition.
NeurIPS
Haoyang Liu, Jie Wang, Wanbo Zhang, Zijie Geng, Yufei Kuang, Xijun Li, Bin Li, Yongdong Zhang, Feng Wu
2024 J jnl
MILP-StuDio: MILP Instance Generation via Block Structure Decomposition.
CoRR
Haoyang Liu, Jie Wang, Wanbo Zhang, Zijie Geng, Yufei Kuang, Xijun Li, Bin Li, Yongdong Zhang, Feng Wu
2024 J jnl
Machine Learning Insides OptVerse AI Solver: Design Principles and Applications.
CoRR
Xijun Li, Fangzhou Zhu, Hui-Ling Zhen, Weilin Luo, Meng Lu, Yimin Huang, Zhenan Fan, Zirui Zhou, Yufei Kuang, Zhihai Wang, Zijie Geng, Yang Li, Haoyang Liu, Zhiwu An, Muming Yang, Jianshu Li, Jie Wang, Junchi Yan, Defeng Sun, Tao Zhong, Yong Zhang, Jia Zeng, Mingxuan Yuan, Jianye Hao, Jun Yao, Kun Mao
2024 A* conf
Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework.
ICLR
Yufei Kuang, Jie Wang, Haoyang Liu, Fangzhou Zhu, Xijun Li, Jia Zeng, Jianye Hao, Bin Li, Feng Wu
2024 A* conf
Towards General Algorithm Discovery for Combinatorial Optimization: Learning Symbolic Branching Policy from Bipartite Graph.
ICML
Yufei Kuang, Jie Wang, Yuyan Zhou, Xijun Li, Fangzhou Zhu, Jianye Hao, Feng Wu
2023 J jnl
A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design.
CoRR
Zhihai Wang, Lei Chen, Jie Wang, Xing Li, Yinqi Bai, Xijun Li, Mingxuan Yuan, Jianye Hao, Yongdong Zhang, Feng Wu
2023 A* conf
A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability.
NeurIPS
Zijie Geng, Xijun Li, Jie Wang, Xiao Li, Yongdong Zhang, Feng Wu
2023 J jnl
A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability.
CoRR
Zijie Geng, Xijun Li, Jie Wang, Xiao Li, Yongdong Zhang, Feng Wu
2023 J jnl
A survey for solving mixed integer programming via machine learning.
Neurocomputing
Jiayi Zhang, Chang Liu, Xijun Li, Hui-Ling Zhen, Mingxuan Yuan, Yawen Li, Junchi Yan
2023 J jnl
Accelerate Presolve in Large-Scale Linear Programming via Reinforcement Learning.
CoRR
Yufei Kuang, Xijun Li, Jie Wang, Fangzhou Zhu, Meng Lu, Zhihai Wang, Jia Zeng, Houqiang Li, Yongdong Zhang, Feng Wu
2023 A* conf
HardSATGEN: Understanding the Difficulty of Hard SAT Formula Generation and A Strong Structure-Hardness-Aware Baseline.
KDD
Yang Li, Xinyan Chen, Wenxuan Guo, Xijun Li, Wanqian Luo, Junhua Huang, Hui-Ling Zhen, Mingxuan Yuan, Junchi Yan
2023 A* conf
Layout Decomposition via Boolean Satisfiability.
DAC
Hongduo Liu, Peiyu Liao, Mengchuan Zou, Bowen Pang, Xijun Li, Mingxuan Yuan, Tsung-Yi Ho, Bei Yu
2023 A* conf
Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model.
ICLR
Zhihai Wang, Xijun Li, Jie Wang, Yufei Kuang, Mingxuan Yuan, Jia Zeng, Yongdong Zhang, Feng Wu
2023 J jnl
Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model.
CoRR
Zhihai Wang, Xijun Li, Jie Wang, Yufei Kuang, Mingxuan Yuan, Jia Zeng, Yongdong Zhang, Feng Wu
2023 J jnl
Machine Learning Methods in Solving the Boolean Satisfiability Problem.
Mach. Intell. Res.
Wenxuan Guo, Hui-Ling Zhen, Xijun Li, Wanqian Luo, Mingxuan Yuan, Yaohui Jin, Junchi Yan
2023 J jnl
Promoting Generalization for Exact Solvers via Adversarial Instance Augmentation.
CoRR
Haoyang Liu, Yufei Kuang, Jie Wang, Xijun Li, Yongdong Zhang, Feng Wu
2023 A* conf
ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs.
ICLR
Han Lu, Zenan Li, Runzhong Wang, Qibing Ren, Xijun Li, Mingxuan Yuan, Jia Zeng, Xiaokang Yang, Junchi Yan
2023 B conf
SGDP: A Stream-Graph Neural Network Based Data Prefetcher.
IJCNN
Yiyuan Yang, Rongshang Li, Qiquan Shi, Xijun Li, Gang Hu, Xing Li, Mingxuan Yuan
2023 J jnl
SGDP: A Stream-Graph Neural Network Based Data Prefetcher.
CoRR
Yiyuan Yang, Rongshang Li, Qiquan Shi, Xijun Li, Gang Hu, Xing Li, Mingxuan Yuan
2023 J jnl
Satellite Observation and Data-Transmission Scheduling Using Imitation Learning Based on Mixed Integer Linear Programming.
IEEE Trans. Aerosp. Electron. Syst.
Qingyu Qu, Kexin Liu, Xijun Li, Yunfan Zhou, Jinhu Lü
2022 J jnl
A Survey for Solving Mixed Integer Programming via Machine Learning.
CoRR
Jiayi Zhang, Chang Liu, Junchi Yan, Xijun Li, Hui-Ling Zhen, Mingxuan Yuan
2022 J jnl
Accelerate the optimization of large-scale manufacturing planning using game theory.
Complex Intell. Syst.
Hui-Ling Zhen, Zhenkun Wang, Xijun Li, Qingfu Zhang, Mingxuan Yuan, Jia Zeng
2022 J jnl
An Improved Reinforcement Learning Algorithm for Learning to Branch.
CoRR
Qingyu Qu, Xijun Li, Yunfan Zhou, Jia Zeng, Mingxuan Yuan, Jie Wang, Jinhu Lv, Kexin Liu, Kun Mao
2022 J jnl
Introduction to The Dynamic Pickup and Delivery Problem Benchmark - ICAPS 2021 Competition.
CoRR
Jianye Hao, Jiawen Lu, Xijun Li, Xialiang Tong, Xiang Xiang, Mingxuan Yuan, Hankz Hankui Zhuo
2022 A* conf
L-QoCo: learning to optimize cache capacity overloading in storage systems.
DAC
Ji Zhang, Xijun Li, Xiyao Zhou, Mingxuan Yuan, Zhuo Cheng, Keji Huang, Yifan Li
2022 J jnl
LQoCo: Learning to Optimize Cache Capacity Overloading in Storage Systems.
CoRR
Ji Zhang, Xijun Li, Xiyao Zhou, Mingxuan Yuan, Zhuo Cheng, Keji Huang, Yifan Li
2022 B conf
Learning to Optimize DAG Scheduling in Heterogeneous Environment.
MDM
Yunfan Zhou, Xijun Li, Jinhong Luo, Mingxuan Yuan, Jia Zeng, Jianguo Yao
2022 J jnl
Learning to Reformulate for Linear Programming.
CoRR
Xijun Li, Qingyu Qu, Fangzhou Zhu, Jia Zeng, Mingxuan Yuan, Kun Mao, Jie Wang
2022 J jnl
Machine Learning Methods in Solving the Boolean Satisfiability Problem.
CoRR
Wenxuan Guo, Junchi Yan, Hui-Ling Zhen, Xijun Li, Mingxuan Yuan, Yaohui Jin
2022 J jnl
Multiobjective Optimization-Aided Decision-Making System for Large-Scale Manufacturing Planning.
IEEE Trans. Cybern.
Zhenkun Wang, Hui-Ling Zhen, Jingda Deng, Qingfu Zhang, Xijun Li, Mingxuan Yuan, Jia Zeng
2022 J jnl
Offline Reinforcement Learning with Adaptive Behavior Regularization.
CoRR
Yunfan Zhou, Xijun Li, Qingyu Qu
2022 J jnl
Yordle: An Efficient Imitation Learning for Branch and Bound.
CoRR
Qingyu Qu, Xijun Li, Yunfan Zhou
2021 J jnl
Learning to Optimize DAG Scheduling in Heterogeneous Environment.
CoRR
Jinhong Luo, Xijun Li, Mingxuan Yuan, Jianguo Yao, Jia Zeng
2021 A* conf
Learning to Optimize Industry-Scale Dynamic Pickup and Delivery Problems.
ICDE
Xijun Li, Weilin Luo, Mingxuan Yuan, Jun Wang, Jiawen Lu, Jie Wang, Jinhu Lü, Jia Zeng
2021 J jnl
Learning to Optimize Industry-Scale Dynamic Pickup and Delivery Problems.
CoRR
Xijun Li, Weilin Luo, Mingxuan Yuan, Jun Wang, Jiawen Lu, Jie Wang, Jinhu Lu, Jia Zeng
2021 — conf
Learning-Aided Heuristics Design for Storage System.
SIGMOD Conference
Yingtian Tang, Han Lu, Xijun Li, Lei Chen, Mingxuan Yuan, Jia Zeng
2021 J jnl
Learning-Aided Heuristics Design for Storage System.
CoRR
Yingtian Tang, Han Lu, Xijun Li, Lei Chen, Mingxuan Yuan, Jia Zeng
2018 A* conf
A Data-Driven Three-Layer Algorithm for Split Delivery Vehicle Routing Problem with 3D Container Loading Constraint.
KDD
Xijun Li, Mingxuan Yuan, Di Chen, Jianguo Yao, Jia Zeng
2018 A conf
A Two-Layer Algorithmic Framework for Service Provider Configuration and Planning with Optimal Spatial Matching.
CIKM
Xijun Li, Jianguo Yao, Mingxuan Yuan, Jia Zeng
2017 A conf
A First Look at Information Entropy-Based Data Pricing.
ICDCS
Xijun Li, Jianguo Yao, Xue Liu, Haibing Guan