MEMD: A Diversity-Promoting Learning Framework for Short-Text Conversation. - Meng Zou; Xihan Li 001; Haokun Liu; Zhi-Hong Deng 001 (COLING, 2018)

A Cooperative Multi-Agent Reinforcement Learning Framework for Resource Balancing in Complex Logistics Network. - Xihan Li 001; Jia Zhang 004; Jiang Bian 002; Yunhai Tong; Tie-Yan Liu (AAMAS, 2019)

Grassland: A Rapid Algebraic Modeling System for Million-variable Optimization. - Xihan Li 001; Xiongwei Han; Zhishuo Zhou; Mingxuan Yuan; Jia Zeng; Jun Wang 012 (CIKM, 2021)

Learning to Pack: A Data-Driven Tree Search Algorithm for Large-Scale 3D Bin Packing Problem. - Qianwen Zhu; Xihan Li 001; Zihan Zhang; Zhixing Luo; Xialiang Tong; Mingxuan Yuan; Jia Zeng (CIKM, 2021)

Self-consistent Gradient-like Eigen Decomposition in Solving Schrödinger Equations. - Xihan Li 001; Xiang Chen; Rasul Tutunov; Haitham Bou-Ammar; Lei Wang 198; Jun Wang 012 (CoRR, 2022)

Online PCA in Converging Self-consistent Field Equations. - Xihan Li 001; Xiang Chen; Rasul Tutunov; Haitham Bou-Ammar; Lei Wang 198; Jun Wang 012 (NeurIPS, 2023)

Circuit Transformer: End-to-end Circuit Design by Predicting the Next Gate. - Xihan Li 001; Xing Li; Lei Chen 002; Xing Zhang; Mingxuan Yuan; Jun Wang 012 (CoRR, 2024)

Logic Synthesis with Generative Deep Neural Networks. - Xihan Li 001; Xing Li; Lei Chen 002; Xing Zhang; Mingxuan Yuan; Jun Wang 012 (CoRR, 2024)

Circuit Transformer: A Transformer That Preserves Logical Equivalence. - Xihan Li 001; Xing Li; Lei Chen 002; Xing Zhang; Mingxuan Yuan; Jun Wang 012 (ICLR, 2025)