Proceedings

Chao Qian

State Key Laboratory of Novel Software Technology , Nanjing University , Nanjing 210023 , China School of Artificial Intelligence ,

28 papers in the IJCAI proceedings

IJCAI 2026

One for Exploration and Another for Exploitation: A Dual-Population MOEA Framework with Provable Benefits
with Chenglin Jiang, Shengjie Ren, Zimin Liang, Miqing Li
doi:10.24963/ijcai.2026/699
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Theoretical Analysis of Multi-Objective Evolutionary Algorithms on Integer Spaces with Local Optima
with Yuetong Sun, Zeqiong Lv, Shengjie Ren, Zimin Liang, Miqing Li
doi:10.24963/ijcai.2026/707
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IJCAI 2025

A Theoretical Perspective on Why Stochastic Population Update Needs an Archive in Evolutionary Multi-objective Optimization
with Shengjie Ren, Zimin Liang, Miqing Li
doi:10.24963/ijcai.2025/992
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Reinforced In-Context Black-Box Optimization
with Lei Song, Chen-Xiao Gao, Ke Xue, Chenyang Wu, Dong Li, Jianye Hao, Zongzhang Zhang
doi:10.24963/ijcai.2025/994
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IJCAI 2024

An Archive Can Bring Provable Speed-ups in Multi-Objective Evolutionary Algorithms
with Chao Bian, Shengjie Ren, Miqing Li
doi:10.24963/ijcai.2024/763
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Maintaining Diversity Provably Helps in Evolutionary Multimodal Optimization
with Shengjie Ren, Zhijia Qiu, Chao Bian, Miqing Li
doi:10.24963/ijcai.2024/775
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Peptide Vaccine Design by Evolutionary Multi-Objective Optimization
with Dan-Xuan Liu, Yi-Heng Xu
doi:10.24963/ijcai.2024/770
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Quality-Diversity Algorithms Can Provably Be Helpful for Optimization
with Ke Xue, Ren-Jian Wang
doi:10.24963/ijcai.2024/773
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Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferrable Local Policy
with Chengrui Gao, Haopu Shang, Ke Xue, Dong Li
doi:10.24963/ijcai.2024/764
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IJCAI 2023

Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting
with Ren-Jian Wang, Ke Xue, Haopu Shang, Haobo Fu, Qiang Fu
doi:10.24963/ijcai.2023/482
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Stochastic Population Update Can Provably Be Helpful in Multi-Objective Evolutionary Algorithms
with Chao Bian, Yawen Zhou, Miqing Li
doi:10.24963/ijcai.2023/612
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IJCAI 2022

Neural Network Pruning by Cooperative Coevolution
with Haopu Shang, Jia-Liang Wu, Wenjing Hong
doi:10.24963/ijcai.2022/667
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Robust Subset Selection by Greedy and Evolutionary Pareto Optimization
with Chao Bian, Yawen Zhou
doi:10.24963/ijcai.2022/655
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Towards Theoretically Grounded Evolutionary Learning
doi:10.24963/ijcai.2022/819
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IJCAI 2021

Evolutionary Gradient Descent for Non-convex Optimization
with Ke Xue, Ling Xu, Xudong Fei
doi:10.24963/ijcai.2021/443
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Fast Pareto Optimization for Subset Selection with Dynamic Cost Constraints
with Chao Bian, Frank Neumann, Yang Yu
doi:10.24963/ijcai.2021/302
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IJCAI 2020

Bayesian Optimization using Pseudo-Points
with Hang Xiong, Ke Xue
doi:10.24963/ijcai.2020/421
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Self-Guided Evolution Strategies with Historical Estimated Gradients
with Fei-Yu Liu, Zi-Niu Li
doi:10.24963/ijcai.2020/205
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IJCAI 2018

A General Approach to Running Time Analysis of Multi-objective Evolutionary Algorithms
with Chao Bian, Ke Tang
doi:10.24963/ijcai.2018/195
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Approximation Guarantees of Stochastic Greedy Algorithms for Subset Selection
with Yang Yu, Ke Tang
doi:10.24963/ijcai.2018/205
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Distributed Pareto Optimization for Subset Selection
with Guiying Li, Chao Feng, Ke Tang
doi:10.24963/ijcai.2018/207
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Efficient DNN Neuron Pruning by Minimizing Layer-wise Nonlinear Reconstruction Error
with Chunhui Jiang, Guiying Li, Ke Tang
doi:10.24963/ijcai.2018/318
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Optimization based Layer-wise Magnitude-based Pruning for DNN Compression
with Guiying Li, Chunhui Jiang, Xiaofen Lu, Ke Tang
doi:10.24963/ijcai.2018/330
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Sequence Selection by Pareto Optimization
with Chao Feng, Ke Tang
doi:10.24963/ijcai.2018/206
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IJCAI 2017

On Subset Selection with General Cost Constraints
with Jing-Cheng Shi, Yang Yu, Ke Tang
doi:10.24963/ijcai.2017/364
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Optimizing Ratio of Monotone Set Functions
with Jing-Cheng Shi, Yang Yu, Ke Tang, Zhi-Hua Zhou
doi:10.24963/ijcai.2017/363
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IJCAI 2016

Parallel Pareto Optimization for Subset Selection
with Jing-Cheng Shi, Yang Yu, Ke Tang, Zhi-Hua Zhou
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IJCAI 2015

On Constrained Boolean Pareto Optimization
with Yang Yu, Zhi-Hua Zhou
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