华中科技大学John Hopcroft计算中心 Hopcroft Center on Computer Science, HUST

研究成果

中心在计算科学理论与算法、智能科学与技术等领域取得了一系列重要成果，在国际顶级期刊和会议上发表高质量学术论文，承担国家重大科研项目，致力于推动计算科学理论与应用的创新发展。

所有成果

根据ORCID自动检索，个别会议论文暂未收录，将逐步整理，可以访问何琨老师的谷歌学术页面查看会议论文信息。

2025

Solution-hashing search based on layout-graph transformation for unequal circle packing
Solution-hashing search based on layout-graph transformation for unequal circle packing
Jianrong Zhou, Jiyao He, Kun He
European Journal of Operational Research  ·  01 Nov 2025  ·  doi:10.1016/j.ejor.2025.05.003
Online and offline packing cylinders in a cylindrical container
Online and offline packing cylinders in a cylindrical container
Rashad Moqa, Jiongzhi Zheng, Kun He
Discrete Applied Mathematics  ·  01 Nov 2025  ·  doi:10.1016/j.dam.2025.05.039
Residual Learning for Self-Knowledge Distillation: Enhancing Neural Networks Through Consistency Across Layers
Residual Learning for Self-Knowledge Distillation: Enhancing Neural Networks Through Consistency Across Layers
Hanpeng Liu, Shuoxi Zhang, Kun He
IEEE Transactions on Big Data  ·  01 Oct 2025  ·  doi:10.1109/TBDATA.2025.3552326
CovDocker: Benchmarking Covalent Drug Design with Tasks, Datasets, and Solutions
CovDocker: Benchmarking Covalent Drug Design with Tasks, Datasets, and Solutions
Yangzhe Peng, Kaiyuan Gao, Liang He, Yuheng Cong, Haiguang Liu, Kun He, Lijun Wu
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2  ·  03 Aug 2025  ·  doi:10.1145/3711896.3736896
NAGphormer : A Tokenized Graph Transformer With Neighborhood Augmentation for Node Classification in Large Graphs
NAGphormer+: A Tokenized Graph Transformer With Neighborhood Augmentation for Node Classification in Large Graphs
Jinsong Chen, Chang Liu, Kaiyuan Gao, Gaichao Li, Kun He
IEEE Transactions on Big Data  ·  01 Aug 2025  ·  doi:10.1109/TBDATA.2024.3524081
FABind : Enhancing Molecular Docking through Improved Pocket Prediction and Pose Generation
FABind+: Enhancing Molecular Docking through Improved Pocket Prediction and Pose Generation
Kaiyuan Gao, Qizhi Pei, Gongbo Zhang, Jinhua Zhu, Kun He, Lijun Wu
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1  ·  20 Jul 2025  ·  doi:10.1145/3690624.3709253
Boosting meta-training with base class information for robust few-shot learning
Boosting meta-training with base class information for robust few-shot learning
Weihao Jiang, Guodong Liu, Di He, Kun He
Engineering Applications of Artificial Intelligence  ·  01 Jul 2025  ·  doi:10.1016/j.engappai.2025.110780
Adaptive Channel Allocation for Robust Differentiable Architecture Search
Adaptive Channel Allocation for Robust Differentiable Architecture Search
Chao Li, Jia Ning, Han Hu, Kun He
IEEE Transactions on Neural Networks and Learning Systems  ·  01 May 2025  ·  doi:10.1109/TNNLS.2024.3441708
Class Discriminative Knowledge Distillation
Class Discriminative Knowledge Distillation
Shuoxi Zhang, Hanpeng Liu, Yuyi Wang, Kun He, Jun Lin, Yang Zeng
IEEE Transactions on Emerging Topics in Computational Intelligence  ·  01 Apr 2025  ·  doi:10.1109/TETCI.2025.3529896
Transferable adversarial attacks against face recognition using surrogate model fine-tuning
Transferable adversarial attacks against face recognition using surrogate model fine-tuning
Yasmeen M. Khedr, Xin Liu, Haobo Lu, Kun He
Applied Soft Computing  ·  01 Apr 2025  ·  doi:10.1016/j.asoc.2025.112983
GMConv: Modulating Effective Receptive Fields for Convolutional Kernels
GMConv: Modulating Effective Receptive Fields for Convolutional Kernels
Qi Chen, Chao Li, Jia Ning, Stephen Lin, Kun He
IEEE Transactions on Neural Networks and Learning Systems  ·  01 Apr 2025  ·  doi:10.1109/TNNLS.2024.3400459
Structure Amplification on Multi-layer Stochastic Block Models
Structure Amplification on Multi-layer Stochastic Block Models
Kun He, Xiaodong Xin, Jialu Bao, Meng Wang, Bart Selman, John E. Hopcroft
ACM Transactions on Knowledge Discovery from Data  ·  09 Jan 2025  ·  doi:10.1145/3706111
Parameter Interpolation Adversarial Training for Robust Image Classification
Parameter Interpolation Adversarial Training for Robust Image Classification
Xin Liu, Yichen Yang, Kun He, John E. Hopcroft
IEEE Transactions on Information Forensics and Security  ·  01 Jan 2025  ·  doi:10.1109/TIFS.2025.3533925
Intra-task Mutual Attention based Vision Transformer for Few-Shot Learning
Intra-task Mutual Attention based Vision Transformer for Few-Shot Learning
Weihao Jiang, Chang Liu, Kun He
IEEE Transactions on Circuits and Systems for Video Technology  ·  01 Jan 2025  ·  doi:10.1109/TCSVT.2025.3576793

2024

Sampling-Based Teacher Guided Method to Boost Transferable Attack on SAR Image Classification
Sampling-Based Teacher Guided Method to Boost Transferable Attack on SAR Image Classification
Aoyang Zhou, Yasmeen M. Khedr, Xin Liu, Kun He
Frontiers in Artificial Intelligence and Applications  ·  16 Oct 2024  ·  doi:10.3233/FAIA240684
Grouped Logit Distillation Enhanced with Superclass Awareness for Efficient Knowledge Transfer
Grouped Logit Distillation Enhanced with Superclass Awareness for Efficient Knowledge Transfer
Shuoxi Zhang, Hanpeng Liu, Yuyi Wang, Kun He
Frontiers in Artificial Intelligence and Applications  ·  16 Oct 2024  ·  doi:10.3233/FAIA240786
PAMT: A Novel Propagation-Based Approach via Adaptive Similarity Mask for Node Classification
PAMT: A Novel Propagation-Based Approach via Adaptive Similarity Mask for Node Classification
Jinsong Chen, Boyu Li, Qiuting He, Kun He
IEEE Transactions on Computational Social Systems  ·  01 Oct 2024  ·  doi:10.1109/TCSS.2024.3387487
Tracklet-switch and imperceivable adversarial attack against pedestrian Multi-Object Tracking trackers
Tracklet-switch and imperceivable adversarial attack against pedestrian Multi-Object Tracking trackers
Delv Lin, Qi Chen, Chengyu Zhou, Kun He
Applied Soft Computing  ·  01 Sep 2024  ·  doi:10.1016/j.asoc.2024.111860
Geometric batch optimization for packing equal circles in a circle on large scale
Geometric batch optimization for packing equal circles in a circle on large scale
Jianrong Zhou, Kun He, Jiongzhi Zheng, Chu-Min Li
Expert Systems with Applications  ·  01 Sep 2024  ·  doi:10.1016/j.eswa.2024.123952
Error-feedback three-phase optimization to configurable convolutional echo state network for time series forecasting
Error-feedback three-phase optimization to configurable convolutional echo state network for time series forecasting
Xinze Zhang, Kun He, Qi Sima, Yukun Bao
Applied Soft Computing  ·  01 Aug 2024  ·  doi:10.1016/j.asoc.2024.111715
Neighborhood convolutional graph neural network
Neighborhood convolutional graph neural network
Jinsong Chen, Boyu Li, Kun He
Knowledge-Based Systems  ·  01 Jul 2024  ·  doi:10.1016/j.knosys.2024.111861
Regional Adversarial Training for Better Robust Generalization
Regional Adversarial Training for Better Robust Generalization
Chuanbiao Song, Yanbo Fan, Aoyang Zhou, Baoyuan Wu, Yiming Li, Zhifeng Li, Kun He
International Journal of Computer Vision  ·  17 May 2024  ·  doi:10.1007/s11263-024-02103-w
Meta-multigraph search: Rethinking meta-structure on heterogeneous information networks
Meta-multigraph search: Rethinking meta-structure on heterogeneous information networks
Chao Li, Hao Xu, Kun He
Knowledge-Based Systems  ·  01 Apr 2024  ·  doi:10.1016/j.knosys.2024.111524
An efficient solution space exploring and descent method for packing equal spheres in a sphere
An efficient solution space exploring and descent method for packing equal spheres in a sphere
Jianrong Zhou, Shuo Ren, Kun He, Yanli Liu, Chu-Min Li
Computers & Operations Research  ·  01 Apr 2024  ·  doi:10.1016/j.cor.2023.106522
Streaming Local Community Detection Through Approximate Conductance
Streaming Local Community Detection Through Approximate Conductance
Meng Wang, Yanhao Yang, David Bindel, Kun He
IEEE Transactions on Big Data  ·  01 Feb 2024  ·  doi:10.1109/TBDATA.2023.3310251
LUSTC: A Novel Approach for Predicting Link States on Dynamic Attributed Networks
LUSTC: A Novel Approach for Predicting Link States on Dynamic Attributed Networks
Christina Muro, Boyu Li, Kun He
IEEE Transactions on Computational Social Systems  ·  01 Feb 2024  ·  doi:10.1109/TCSS.2023.3252261
Centroid-Based Multiple Local Community Detection
Centroid-Based Multiple Local Community Detection
Boyu Li, Dany Kamuhanda, Kun He
IEEE Transactions on Computational Social Systems  ·  01 Feb 2024  ·  doi:10.1109/TCSS.2022.3226178

2023

Semantic Adversarial Attacks on Face Recognition Through Significant Attributes
Semantic Adversarial Attacks on Face Recognition Through Significant Attributes
Yasmeen M. Khedr, Yifeng Xiong, Kun He
International Journal of Computational Intelligence Systems  ·  19 Dec 2023  ·  doi:10.1007/s44196-023-00376-6
A reinforced hybrid genetic algorithm for the traveling salesman problem
A reinforced hybrid genetic algorithm for the traveling salesman problem
Jiongzhi Zheng, Jialun Zhong, Menglei Chen, Kun He
Computers & Operations Research  ·  01 Sep 2023  ·  doi:10.1016/j.cor.2023.106249
Pre-training Antibody Language Models for Antigen-Specific Computational Antibody Design
Pre-training Antibody Language Models for Antigen-Specific Computational Antibody Design
Kaiyuan Gao, Lijun Wu, Jinhua Zhu, Tianbo Peng, Yingce Xia, …, Shufang Xie, Tao Qin, Haiguang Liu, Kun He, Tie-Yan Liu
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining  ·  04 Aug 2023  ·  doi:10.1145/3580305.3599468
Link Prediction and Unlink Prediction on Dynamic Networks
Link Prediction and Unlink Prediction on Dynamic Networks
Christina Muro, Boyu Li, Kun He
IEEE Transactions on Computational Social Systems  ·  01 Apr 2023  ·  doi:10.1109/TCSS.2022.3162229
Uncovering the Local Hidden Community Structure in Social Networks
Uncovering the Local Hidden Community Structure in Social Networks
Meng Wang, Boyu Li, Kun He, John Hopcroft
ACM Transactions on Knowledge Discovery from Data  ·  27 Feb 2023  ·  doi:10.1145/3567597
A Simulated Annealing approach for the Circle Bin Packing Problem with Rectangular Items
A Simulated Annealing approach for the Circle Bin Packing Problem with Rectangular Items
Kevin Tole, Rashad Moqa, Jiongzhi Zheng, Kun He
Computers & Industrial Engineering  ·  01 Feb 2023  ·  doi:10.1016/j.cie.2023.109004
Reinforced Lin Kernighan Helsgaun algorithms for the traveling salesman problems
Reinforced Lin–Kernighan–Helsgaun algorithms for the traveling salesman problems
Jiongzhi Zheng, Kun He, Jianrong Zhou, Yan Jin, Chu-Min Li
Knowledge-Based Systems  ·  01 Jan 2023  ·  doi:10.1016/j.knosys.2022.110144

2022

HoSIM: Higher-order Structural Importance based method for multiple local community detection
HoSIM: Higher-order Structural Importance based method for multiple local community detection
Boyu Li, Meng Wang, John E. Hopcroft, Kun He
Knowledge-Based Systems  ·  01 Nov 2022  ·  doi:10.1016/j.knosys.2022.109853
Clustering Driven Iterated Hybrid Search for Vertex Bisection Minimization
Clustering Driven Iterated Hybrid Search for Vertex Bisection Minimization
Yan Jin, Bowen Xiong, Kun He, Jin-Kao Hao, Chu-Min Li, Zhang-Hua Fu
IEEE Transactions on Computers  ·  01 Oct 2022  ·  doi:10.1109/TC.2021.3128504
Adaptive simulated annealing with greedy search for the circle bin packing problem
Adaptive simulated annealing with greedy search for the circle bin packing problem
Yong Yuan, Kevin Tole, Fei Ni, Kun He, Zhengda Xiong, Jinfa Liu
Computers & Operations Research  ·  01 Aug 2022  ·  doi:10.1016/j.cor.2022.105826
Effective Variable Depth Local Search for the Budgeted Maximum Coverage Problem
Effective Variable Depth Local Search for the Budgeted Maximum Coverage Problem
Jianrong Zhou, Jiongzhi Zheng, Kun He
International Journal of Computational Intelligence Systems  ·  04 Jul 2022  ·  doi:10.1007/s44196-022-00096-3
Quadratic Optimization based Clique Expansion for overlapping community detection
Quadratic Optimization based Clique Expansion for overlapping community detection
Yanhao Yang, Pan Shi, Yuyi Wang, Kun He
Knowledge-Based Systems  ·  01 Jul 2022  ·  doi:10.1016/j.knosys.2022.108760
On fast enumeration of maximal cliques in large graphs
On fast enumeration of maximal cliques in large graphs
Yan Jin, Bowen Xiong, Kun He, Yangming Zhou, Yi Zhou
Expert Systems with Applications  ·  01 Jan 2022  ·  doi:10.1016/j.eswa.2021.115915

2020

Sparse Nonnegative Matrix Factorization for Multiple-Local-Community Detection
Sparse Nonnegative Matrix Factorization for Multiple-Local-Community Detection
Dany Kamuhanda, Meng Wang, Kun He
IEEE Transactions on Computational Social Systems  ·  01 Oct 2020  ·  doi:10.1109/TCSS.2020.3008860
The Orthogonal Packing and Scheduling Problem: Model, Heuristic, and Benchmark
The Orthogonal Packing and Scheduling Problem: Model, Heuristic, and Benchmark
Kun He, Huan Yang, Yan Jin, Qian Hu, Pengli Ji
IEEE Transactions on Systems, Man, and Cybernetics: Systems  ·  01 Apr 2020  ·  doi:10.1109/TSMC.2017.2768072

2019

A Novel Task-Duplication Based Clustering Algorithm for Heterogeneous Computing Environments
A Novel Task-Duplication Based Clustering Algorithm for Heterogeneous Computing Environments
Kun He, Xiaozhu Meng, Zhizhou Pan, Ling Yuan, Pan Zhou
IEEE Transactions on Parallel and Distributed Systems  ·  01 Jan 2019  ·  doi:10.1109/TPDS.2018.2851221