| 2026 | DATE | Timing-driven Detailed Placement via TimingMask-guided Path-level Optimization. | Ruo-Tong Chen, Chengrui Gao, Siyuan Xu, Ke Xue, Yunqi Shi, Xi Lin, Mingxuan Yuan, Chao Qian, Zhi-Hua Zhou |
| 2026 | DATE | Dynamic Algorithm Configuration for Global Placement. | Chen Lu, Ke Xue, Ruo-Tong Chen, Yunqi Shi, Siyuan Xu, Mingxuan Yuan, Chao Qian, Zhi-Hua Zhou |
| 2026 | DATE | Reinforcement Learning for Hybrid Bonding Terminal Legalization in 3D ICs. | Wanqi Ren, Chengrui Gao, Yunqi Shi, Mingzhou Fan, Siyuan Xu, Ke Xue, Chenjian Ding, Mingxuan Yuan, Chao Qian |
| 2026 | GECCO | Hot off the Press: Sequential Multi-Agent Dynamic Algorithm Configuration. | Chen Lu, Ke Xue, Lei Yuan, Yao Wang, Yaoyuan Wang, Sheng Fu, Chao Qian |
| 2026 | GECCO | Hot off the Press: Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings. | Rong-Xi Tan, Ming Chen, Ke Xue, Yao Wang, Yaoyuan Wang, Sheng Fu, Chao Qian |
| 2025 | AAAI | Pareto Set Learning for Multi-Objective Reinforcement Learning. | Erlong Liu, Yu-Chang Wu, Xiaobin Huang, Chengrui Gao, Ren-Jian Wang, Ke Xue, Chao Qian |
| 2025 | DAC | ReMaP: Macro Placement by Recursively Prototyping and Periphery-Guided Relocating. | Yunqi Shi, Xi Lin, Siyuan Xu, Shixiong Kai, Ke Xue, Mingxuan Yuan, Chao Qian, Zhi-Hua Zhou |
| 2025 | DATE | Timing-Driven Global Placement by Efficient Critical Path Extraction. | Yunqi Shi, Siyuan Xu, Shixiong Kai, Xi Lin, Ke Xue, Mingxuan Yuan, Chao Qian |
| 2025 | GECCO | Hot off the Press: Quality-Diversity Algorithms Can Provably Be Helpful for Optimization. | Chao Qian, Ke Xue, Ren-Jian Wang |
| 2025 | GECCO | MGDA/D: A Multiple Gradient Descent Algorithm Based on Decomposition. | Yawen Zhou, Ke Xue, Chao Qian |
| 2025 | ICLR | Offline Model-Based Optimization by Learning to Rank. | Rong-Xi Tan, Ke Xue, Shen-Huan Lyu, Haopu Shang, Yao Wang, Yaoyuan Wang, Sheng Fu, Chao Qian |
| 2025 | ICML | Neural Solver Selection for Combinatorial Optimization. | Chengrui Gao, Haopu Shang, Ke Xue, Chao Qian |
| 2025 | ICML | Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings. | Rong-Xi Tan, Ming Chen, Ke Xue, Yao Wang, Yaoyuan Wang, Sheng Fu, Chao Qian |
| 2025 | IJCAI | Reinforced In-Context Black-Box Optimization. | Lei Song, Chen-Xiao Gao, Ke Xue, Chenyang Wu, Dong Li, Jianye Hao, Zongzhang Zhang, Chao Qian |
| 2024 | AAAI | Stochastic Bayesian Optimization with Unknown Continuous Context Distribution via Kernel Density Estimation. | Xiaobin Huang, Lei Song, Ke Xue, Chao Qian |
| 2024 | ICLR | Sample-Efficient Quality-Diversity by Cooperative Coevolution. | Ke Xue, Ren-Jian Wang, Pengyi Li, Dong Li, Jianye Hao, Chao Qian |
| 2024 | ICML | Offline Multi-Objective Optimization. | Ke Xue, Rong-Xi Tan, Xiaobin Huang, Chao Qian |
| 2024 | ICML | Quality-Diversity with Limited Resources. | Ren-Jian Wang, Ke Xue, Cong Guan, Chao Qian |
| 2024 | IJCAI | Quality-Diversity Algorithms Can Provably Be Helpful for Optimization. | Chao Qian, Ke Xue, Ren-Jian Wang |
| 2024 | IJCAI | Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferrable Local Policy. | Chengrui Gao, Haopu Shang, Ke Xue, Dong Li, Chao Qian |
| 2023 | AAAI | Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers. | Lei Yuan, Ziqian Zhang, Ke Xue, Hao Yin, Feng Chen, Cong Guan, Lihe Li, Chao Qian, Yang Yu |
| 2023 | IJCAI | Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting. | Ren-Jian Wang, Ke Xue, Haopu Shang, Chao Qian, Haobo Fu, Qiang Fu |
| 2023 | UAI | Fast Teammate Adaptation in the Presence of Sudden Policy Change. | Ziqian Zhang, Lei Yuan, Lihe Li, Ke Xue, Chengxing Jia, Cong Guan, Chao Qian, Yang Yu |
| 2022 | ICLR | Evolutionary Diversity Optimization with Clustering-based Selection for Reinforcement Learning. | Yutong Wang, Ke Xue, Chao Qian |
| 2021 | IJCAI | Evolutionary Gradient Descent for Non-convex Optimization. | Ke Xue, Chao Qian, Ling Xu, Xudong Fei |
| 2020 | IJCAI | Bayesian Optimization using Pseudo-Points. | Chao Qian, Hang Xiong, Ke Xue |
| 2013 | GLOBECOM | Performance analysis and resource allocation of heterogeneous cognitive gaussian relay channels. | Ke Xue, Xuemin Hong, Lingyu Chen, Jin Xiong, Jianghong Shi, Cheng-Xiang Wang |
| 2005 | ICECCS | Fluid-Based Stability Analysis of Mixed TCP and UDP Traffic under RED. | Li Wang, Zeng-zhi Li, Yanping Chen, Ke Xue |