Zexuan Zhu

195 papers A* 8A 1B 31C 4Journal 128Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey on the Coding for DNA Storage: Challenges, Algorithms, and Future Directions.
IEEE Open J. Commun. Soc.
Liwei Mu, Ling Liu, Lulu Ding, Zexuan Zhu
2026 J jnl
An Efficient Evolutionary Algorithm for Few-for-Many Optimization.
CoRR
Ke Shang, Hisao Ishibuchi, Zexuan Zhu, Qingfu Zhang
2026 J jnl
BioLM-Score: Language-Prior Conditioned Probabilistic Geometric Potentials for Protein-Ligand Scoring.
CoRR
Zhangfan Yang, Baoyun Chen, Dong Xu, Jia Wang, Ruibin Bai, Junkai Ji, Zexuan Zhu
2026 J jnl
Enhancing Pareto Set Learning with evolutionary multi-objective optimization.
Swarm Evol. Comput.
Ke Shang, Yu Wang, Zexuan Zhu, Hisao Ishibuchi
2026 J jnl
Evolving Jailbreaks: Automated Multi-Objective Long-Tail Attacks on Large Language Models.
CoRR
Wenjing Hong, Zhonghua Rong, Li Wang, Feng Chang, Jian Zhu, Ke Tang, Zexuan Zhu, Yew-Soon Ong
2026 J jnl
Fast heuristic search algorithms for submodular cost submodular cover under routing constraints.
Expert Syst. Appl.
Miao Yu, Xuefeng Chen, Shuang Liu, Liang Feng, Xin Cao, Zexuan Zhu
2026 J jnl
From Tokens to Blocks: A Block-Diffusion Perspective on Molecular Generation.
CoRR
Qianwei Yang, Dong Xu, Zhangfan Yang, Sisi Yuan, Zexuan Zhu, Jianqiang Li, Junkai Ji
2026 J jnl
Molecular-level protein semantic learning via structure-aware coarse-grained language modeling.
Bioinform.
Jun Zhang, Xueer Weng, Tiantian Zhu, Yumeng Liu, Zexuan Zhu
2026 J jnl
Optimal Linear Crossover for Mitigating Negative Transfer in Evolutionary Multitasking.
IEEE Trans. Evol. Comput.
Zhaobo Liu, Jianhua Yuan, Haili Zhang, Tao Zeng, Zexuan Zhu
2026 A* conf
PepCCD: A Contrastive Conditioned Diffusion Framework for Target-Specific Peptide Generation.
AAAI
Jun Zhang, Yangyang Zhou, Tiantian Zhu, Zexuan Zhu
2026 J jnl
PreferRec: Learning and Transferring Pareto Preferences for Multi-objective Re-ranking.
CoRR
Wei Zhou, Wuyang Li, Junkai Ji, Xueliang Li, Wenjing Hong, Zexuan Zhu, Xing Tang, Xiuqiang He
2026 J jnl
RIGA-Fold: A General Framework for Protein Inverse Folding via Recurrent Interaction and Geometric Awareness.
CoRR
Sisi Yuan, Jiehuang Chen, Junchuang Cai, Dong Xu, Xueliang Li, Zexuan Zhu, Junkai Ji
2026 J jnl
Rethinking Drug-Drug Interaction Modeling as Generalizable Relation Learning.
CoRR
Dong Xu, Jiantao Wu, Qihua Pan, Sisi Yuan, Zexuan Zhu, Junkai Ji
2026 J jnl
Tumor cell fraction estimation based on tissue region segmentation and nuclear density.
Expert Syst. Appl.
Lulu Qin, Xiao Yang, Zhigang Pei, Susan Fotheringham, Xianhong Xu, Zexuan Zhu
2026 J jnl
Unveiling Scaling Behaviors in Molecular Language Models: Effects of Model Size, Data, and Representation.
CoRR
Dong Xu, Qihua Pan, Sisi Yuan, Jianqiang Li, Zexuan Zhu, Junkai Ji
2025 J jnl
A Logic Circuit-Based Intrusion Detection System Using a Dendritic Neural Model Ensemble.
IEEE Comput. Intell. Mag.
Junkai Ji, Haochang Jin, Jiajun Zhao, Qiuzhen Lin, Jian-Qiang Li, Zexuan Zhu
2025 J jnl
A Survey of Deep Learning in Histopathological Nuclear Segmentation.
IEEE Comput. Intell. Mag.
Lulu Qin, Xiao Yang, Xianhong Xu, Zexuan Zhu
2025 J jnl
A Survey on Evolutionary Computation-Based Drug Discovery.
IEEE Trans. Evol. Comput.
Qiyuan Yu, Qiuzhen Lin, Junkai Ji, Wei Zhou, Shan He, Zexuan Zhu, Kay Chen Tan
2025 — conf
CFPLM: Improve Protein-RNA Interaction Prediction with a Collaborative Framework Powered by Language Models.
BIBM
Jun Zhang, Huanchao Feng, Hang Wei, Zexuan Zhu
2025 A* conf
DCSF-KD: Dynamic Channel-wise Spatial Feature Knowledge Distillation for Object Detection.
AAAI
Tao Dai, Yang Lin, Hang Guo, Jinbao Wang, Zexuan Zhu
2025 A* conf
DIIN: Diffusion Iterative Implicit Networks for Arbitrary-scale Super-resolution.
IJCAI
Tao Dai, Song Wang, Hang Guo, Jianping Wang, Zexuan Zhu
2025 J jnl
Evolutionary Dynamic Multiobjective Optimization With Learning Across Problems.
IEEE Trans. Evol. Comput.
Yuling Xie, Quanwu Zhao, Wei Zhou, Zexuan Zhu
2025 J jnl
FROGENT: An End-to-End Full-process Drug Design Agent.
CoRR
Qihua Pan, Dong Xu, Jenna Xinyi Yao, Lijia Ma, Zexuan Zhu, Junkai Ji
2025 A* conf
GCD-Sampling: A General Cross-scale Decoupled Sampling for Point Cloud.
AAAI
Tao Dai, Yanzi Wang, Jianyu Xiong, Yaohua Zha, Shu-Tao Xia, Zexuan Zhu
2025 J jnl
IBEX: Information-Bottleneck-EXplored Coarse-to-Fine Molecular Generation under Limited Data.
CoRR
Dong Xu, Zhangfan Yang, Jenna Xinyi Yao, Shuangbao Song, Zexuan Zhu, Junkai Ji
2025 J jnl
INAB: identify nucleic acid binding domain via cross-modal protein language models and multiscale computation.
Briefings Bioinform.
Jun Zhang, Hao Zeng, Junjie Chen, Zexuan Zhu
2025 B conf
Improved Lossless Compression based on Polar Codes.
ITW
Ling Liu, Jin Wang, Chao Chen, Lulu Ding, Zexuan Zhu, Baoming Bai
2025 J jnl
MDTL-ACP: Anticancer Peptides Prediction Based on Multi-Domain Transfer Learning.
IEEE J. Biomed. Health Informatics
Junhang Cao, Wei Zhou, Qiyuan Yu, Junkai Ji, Jun Zhang, Shan He, Zexuan Zhu
2025 J jnl
MFD-KD: Multi-Scale Frequency-Driven Knowledge Distillation.
Big Data Min. Anal.
Tao Dai, Rongliang Huang, Hang Guo, Jinbao Wang, Bo Li, Zexuan Zhu
2025 J jnl
Multifactorial memetic algorithm with adaptive auxiliary tasks for service migration optimization in mobile edge computing.
Memetic Comput.
Guo Li, Zhaobo Liu, Ling Liu, Zexuan Zhu
2025 B conf
Multiobjective Clustering-Guided Multitasking for Diversified Sequential Recommendation.
CEC
Ruxin Wu, Wei Zhou, Junkai Ji, Sijun Peng, Siqin Peng, Zexuan Zhu
2025 J jnl
Quality Scores Compression of Genomic Sequencing Data: A Comprehensive Review and Performance Evaluation.
IEEE Trans. Comput. Biol. Bioinform.
Yuansheng Liu, Tao Tang, Zexuan Zhu, Xiangxiang Zeng, Quan Zou, Keqin Li
2025 J jnl
Reimagining Target-Aware Molecular Generation through Retrieval-Enhanced Aligned Diffusion.
CoRR
Dong Xu, Zhangfan Yang, Ka-Chun Wong, Zexuan Zhu, Jian-Qiang Li, Junkai Ji
2025 J jnl
TG-CDDPM: text-guided antimicrobial peptides generation based on conditional denoising diffusion probabilistic model.
Briefings Bioinform.
Junhang Cao, Jun Zhang, Qiyuan Yu, Junkai Ji, Jianqiang Li, Shan He, Zexuan Zhu
2025 J jnl
Toward Closed-loop Molecular Discovery via Language Model, Property Alignment and Strategic Search.
CoRR
Junkai Ji, Zhangfan Yang, Dong Xu, Ruibin Bai, Jian-Qiang Li, Tingjun Hou, Zexuan Zhu
2024 J jnl
A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization Problems.
IEEE Trans. Emerg. Top. Comput. Intell.
Jianping Luo, Yongfei Dong, Qiqi Liu, Zexuan Zhu, Wenming Cao, Kay Chen Tan, Yaochu Jin
2024 J jnl
A compressive seeding algorithm in conjunction with reordering-based compression.
Bioinform.
Fahu Ji, Qian Zhou, Jue Ruan, Zexuan Zhu, Xianming Liu
2024 B conf
An Elite Archive-Assisted Multi-Objective Evolutionary Algorithm for mRNA Design.
CEC
Wenjing Hong, Cheng Chen, Zexuan Zhu, Ke Tang
2024 J jnl
Attention-Like Multimodality Fusion With Data Augmentation for Diagnosis of Mental Disorders Using MRI.
IEEE Trans. Neural Networks Learn. Syst.
Rui Liu, Zhi-An Huang, Yao Hu, Zexuan Zhu, Ka-Chun Wong, Kay Chen Tan
2024 J jnl
CFGN: A Lightweight Context Feature Guided Network for Image Super-Resolution.
IEEE Trans. Emerg. Top. Comput. Intell.
Tao Dai, Mengxi Ya, Jinmin Li, Xinyi Zhang, Shu-Tao Xia, Zexuan Zhu
2024 J jnl
Corrections to "Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation".
IEEE Trans. Cybern.
Lei Zhou, Liang Feng, Kay Chen Tan, Jinghui Zhong, Zexuan Zhu, Kai Liu, Chao Chen
2024 A* conf
DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting.
NeurIPS
Tao Dai, Beiliang Wu, Peiyuan Liu, Naiqi Li, Xue Yuerong, Shu-Tao Xia, Zexuan Zhu
2024 — conf
Diversified Sequential Recommendation via Evolutionary Multi-Objective Transfer Optimization.
CAI
Wei Zhou, Xiaolong Luo, Hongyue Bao, Zexuan Zhu
2024 J jnl
Dockformer: A transformer-based molecular docking paradigm for large-scale virtual screening.
CoRR
Zhangfan Yang, Junkai Ji, Shan He, Jianqiang Li, Tiantian He, Ruibin Bai, Zexuan Zhu, Yew Soon Ong
2024 J jnl
Dynamic constrained evolutionary optimization based on deep Q-network.
Expert Syst. Appl.
Zhengping Liang, Ruitai Yang, Jigang Wang, Ling Liu, Xiaoliang Ma, Zexuan Zhu
2024 J jnl
Evolutionary Multitasking for Costly Task Offloading in Mobile-Edge Computing Networks.
IEEE Trans. Evol. Comput.
Chen Yang, Qunjian Chen, Zexuan Zhu, Zhi-An Huang, Shulin Lan, Liehuang Zhu
2024 B conf
Expensive Optimization Based on Evolutionary Multi-Tasking and Hybrid Restart Strategy.
CEC
Zhenyuan Li, Xiaoliang Ma, Zexuan Zhu, Yueyue Li
2024 A* conf
FreqFormer: Frequency-aware Transformer for Lightweight Image Super-resolution.
IJCAI
Tao Dai, Jianping Wang, Hang Guo, Jinmin Li, Jinbao Wang, Zexuan Zhu
2024 J jnl
Multi-objective multi-task particle swarm optimization based on objective space division and adaptive transfer.
Expert Syst. Appl.
Zhengping Liang, Jiabiao Yan, Fan Zheng, Jigang Wang, Ling Liu, Zexuan Zhu
2024 J jnl
Multifactorial Evolutionary Algorithm Based on Diffusion Gradient Descent.
IEEE Trans. Cybern.
Zhaobo Liu, Guo Li, Haili Zhang, Zhengping Liang, Zexuan Zhu
2024 J jnl
Multitask Learning for Joint Diagnosis of Multiple Mental Disorders in Resting-State fMRI.
IEEE Trans. Neural Networks Learn. Syst.
Zhi-An Huang, Rui Liu, Zexuan Zhu, Kay Chen Tan
2024 — conf
PAIR: protein-aptamer interaction prediction based on language models and contrastive learning framework.
BIBM
Jun Zhang, Zhiqiang Yan, Hao Zeng, Zexuan Zhu
2024 A* conf
Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts.
NeurIPS
Hang Guo, Tao Dai, Yuanchao Bai, Bin Chen, Xudong Ren, Zexuan Zhu, Shu-Tao Xia
2024 B conf
Similar Locality Based Transfer Evolutionary Optimization for Minimalistic Attacks.
CEC
Wenqiang Ma, Yaqing Hou, Hua Yu, Xiangrong Tong, Zexuan Zhu, Qiang Zhang
2024 J jnl
Spatial-Temporal Co-Attention Learning for Diagnosis of Mental Disorders From Resting-State fMRI Data.
IEEE Trans. Neural Networks Learn. Syst.
Rui Liu, Zhi-An Huang, Yao Hu, Zexuan Zhu, Ka-Chun Wong, Kay Chen Tan
2023 B conf
A Knowledge Transfer-Based Genetic Algorithm for Multi-Target Robotic Arm Control.
CEC
Zheng Guo, Zhaoping Yu, Wenbin Pei, Chuan Wang, Yaqing Hou, Chenchen Zhang, Zexuan Zhu, Xianneng Li
2023 J jnl
AdaptIR: Parameter Efficient Multi-task Adaptation for Pre-trained Image Restoration Models.
CoRR
Hang Guo, Tao Dai, Yuanchao Bai, Bin Chen, Shu-Tao Xia, Zexuan Zhu
2023 — conf
Adopting Autodock Koto for Virtual Screening of COVID-19.
ICIC (3)
Zhangfan Yang, Kun Cao, Junkai Ji, Zexuan Zhu, Jianqiang Li
2023 J jnl
An improved Hover-net for nuclear segmentation and classification in histopathology images.
Neural Comput. Appl.
Ji Wang, Lulu Qin, Dan Chen, Juan Wang, Bo-Wei Han, Zexuan Zhu, Guangdong Qiao
2023 J jnl
Constrained many-objective evolutionary algorithm based on adaptive infeasible ratio.
Memetic Comput.
Zhengping Liang, Canran Chen, Xiyu Wang, Ling Liu, Zexuan Zhu
2023 J jnl
Construction of Polar Codes Based on Memetic Algorithm.
IEEE Trans. Emerg. Top. Comput. Intell.
Ling Liu, Wenhao Yuan, Zhengping Liang, Xiaoliang Ma, Zexuan Zhu
2023 J jnl
Dynamic Multi-Objective Optimization Framework With Interactive Evolution for Sequential Recommendation.
IEEE Trans. Emerg. Top. Comput. Intell.
Wei Zhou, Yong Liu, Min Li, Yu Wang, Zhiqi Shen, Liang Feng, Zexuan Zhu
2023 J jnl
Evolutionary Multitasking for Optimization Based on Generative Strategies.
IEEE Trans. Evol. Comput.
Zhengping Liang, Yingmiao Zhu, Xiyu Wang, Zhi Li, Zexuan Zhu
2023 J jnl
Expensive Multiobjective Optimization Based on Information Transfer Surrogate.
IEEE Trans. Syst. Man Cybern. Syst.
Jianping Luo, Yongfei Dong, Zexuan Zhu, Wenming Cao, Xia Li
2023 J jnl
Fast Vehicle Routing via Knowledge Transfer in a Reproducing Kernel Hilbert Space.
IEEE Trans. Syst. Man Cybern. Syst.
Yuxiao Huang, Liang Feng, Min Li, Yu Wang, Zexuan Zhu, Kay Chen Tan
2023 J jnl
Federated Multi-Task Learning for Joint Diagnosis of Multiple Mental Disorders on MRI Scans.
IEEE Trans. Biomed. Eng.
Zhi-An Huang, Yao Hu, Rui Liu, Xiaoming Xue, Zexuan Zhu, Linqi Song, Kay Chen Tan
2023 J jnl
Inferring sparse genetic regulatory networks based on maximum-entropy probability model and multi-objective memetic algorithm.
Memetic Comput.
Fu Yin, Jiarui Zhou, Weixin Xie, Zexuan Zhu
2023 J jnl
MIX-TPI: a flexible prediction framework for TCR-pMHC interactions based on multimodal representations.
Bioinform.
Minghao Yang, Zhi-An Huang, Wei Zhou, Junkai Ji, Jun Zhang, Shan He, Zexuan Zhu
2023 J jnl
Multiobjectivization of Single-Objective Optimization in Evolutionary Computation: A Survey.
IEEE Trans. Cybern.
Xiaoliang Ma, Zhitao Huang, Xiaodong Li, Yutao Qi, Lei Wang, Zexuan Zhu
2023 J jnl
Network Biomarker Detection From Gene Co-Expression Network Using Gaussian Mixture Model Clustering.
IEEE ACM Trans. Comput. Biol. Bioinform.
Han Zhang, Zexuan Zhu, Hui Li, Shan He
2022 J jnl
A Dynamic Multiobjective Evolutionary Algorithm Based on Decision Variable Classification.
IEEE Trans. Cybern.
Zhengping Liang, Tiancheng Wu, Xiaoliang Ma, Zexuan Zhu, Shengxiang Yang
2022 J jnl
A dynamic multi-objective evolutionary algorithm based on polynomial regression and adaptive clustering.
Swarm Evol. Comput.
Qiyuan Yu, Qiuzhen Lin, Zexuan Zhu, Ka-Chun Wong, Carlos A. Coello Coello
2022 B conf
A multifactorial differential evolution with hybrid global and local search strategies.
CEC
Mingyu Xu, Yongjin Zheng, Yew-Soon Ong, Zexuan Zhu, Xiaoliang Ma
2022 J jnl
CURC: a CUDA-based reference-free read compressor.
Bioinform.
Shaohui Xie, Xiaotian He, Shan He, Zexuan Zhu
2022 J jnl
Enhanced Multifactorial Evolutionary Algorithm With Meme Helper-Tasks.
IEEE Trans. Cybern.
Xiaoliang Ma, Jian Yin, Anmin Zhu, Xiaodong Li, Yanan Yu, Lei Wang, Yutao Qi, Zexuan Zhu
2022 J jnl
Evolutionary Many-Task Optimization Based on Multisource Knowledge Transfer.
IEEE Trans. Evol. Comput.
Zhengping Liang, Xiuju Xu, Ling Liu, Yaofeng Tu, Zexuan Zhu
2022 J jnl
Evolutionary Multitasking for Multiobjective Optimization With Subspace Alignment and Adaptive Differential Evolution.
IEEE Trans. Cybern.
Zhengping Liang, Hao Dong, Cheng Liu, Weiqi Liang, Zexuan Zhu
2022 J jnl
Guest editorial.
Memetic Comput.
Yaqing Hou, Yuan Yuan, Zexuan Zhu
2022 J jnl
Merged Differential Grouping for Large-Scale Global Optimization.
IEEE Trans. Evol. Comput.
Xiaoliang Ma, Zhitao Huang, Xiaodong Li, Lei Wang, Yutao Qi, Zexuan Zhu
2022 J jnl
Multi-objective evolutionary multi-tasking algorithm using cross-dimensional and prediction-based knowledge transfer.
Inf. Sci.
Qunjian Chen, Xiaoliang Ma, Yanan Yu, Yiwen Sun, Zexuan Zhu
2022 J jnl
Multiobjective Evolutionary Multitasking With Two-Stage Adaptive Knowledge Transfer Based on Population Distribution.
IEEE Trans. Syst. Man Cybern. Syst.
Zhengping Liang, Weiqi Liang, Zhiqiang Wang, Xiaoliang Ma, Ling Liu, Zexuan Zhu
2022 J jnl
Prediction of biomarker-disease associations based on graph attention network and text representation.
Briefings Bioinform.
Minghao Yang, Zhi-An Huang, Wenhao Gu, Kun Han, Wenying Pan, Xiao Yang, Zexuan Zhu
2021 J jnl
A Many-Objective Evolutionary Algorithm Based on a Two-Round Selection Strategy.
IEEE Trans. Cybern.
Zhengping Liang, Kaifeng Hu, Xiaoliang Ma, Zexuan Zhu
2021 J jnl
A feedback-based prediction strategy for dynamic multi-objective evolutionary optimization.
Expert Syst. Appl.
Zhengping Liang, Ya Zou, Shunxiang Zheng, Shengxiang Yang, Zexuan Zhu
2021 J jnl
A many-objective optimization algorithm with mutation strategy based on variable classification and elite individual.
Swarm Evol. Comput.
Zhengping Liang, Jiyu Zeng, Ling Liu, Zexuan Zhu
2021 B conf
An Adaptive Multi-objective Multifactorial Evolutionary Algorithm Based on Mixture Gaussian Distribution.
CEC
Mengfan Xu, Zexuan Zhu, Yutao Qi, Lei Wang, Xiaoliang Ma
2021 J jnl
An Indicator-Based Many-Objective Evolutionary Algorithm With Boundary Protection.
IEEE Trans. Cybern.
Zhengping Liang, Tingting Luo, Kaifeng Hu, Xiaoliang Ma, Zexuan Zhu
2021 J jnl
Assistant reference point guided evolutionary algorithm for many-objective fuzzy portfolio selection.
Swarm Evol. Comput.
Xiaoliang Ma, Jian Chen, Yiwen Sun, Zexuan Zhu
2021 J jnl
Decomposition-based multiobjective optimization with bicriteria assisted adaptive operator selection.
Swarm Evol. Comput.
Wu Lin, Qiuzhen Lin, Junkai Ji, Zexuan Zhu, Carlos A. Coello Coello, Ka-Chun Wong
2021 J jnl
Identification of Autistic Risk Candidate Genes and Toxic Chemicals via Multilabel Learning.
IEEE Trans. Neural Networks Learn. Syst.
Zhi-An Huang, Jia Zhang, Zexuan Zhu, Edmond Qi Wu, Kay Chen Tan
2021 J jnl
Identifying Autism Spectrum Disorder From Resting-State fMRI Using Deep Belief Network.
IEEE Trans. Neural Networks Learn. Syst.
Zhi-An Huang, Zexuan Zhu, Chuen Heung Yau, Kay Chen Tan
2021 J jnl
Improving Evolutionary Multitasking Optimization by Leveraging Inter-Task Gene Similarity and Mirror Transformation.
IEEE Comput. Intell. Mag.
Xiaoliang Ma, Yongjin Zheng, Zexuan Zhu, Xiaodong Li, Lei Wang, Yutao Qi, Junshan Yang
2021 — conf
Inferring Small-Scale Maximum-Entropy Genetic Regulatory Networks by Using DE Algorithm.
ICSI (1)
Fu Yin, Jiarui Zhou, Zexuan Zhu, Xiaoliang Ma, Weixin Xie
2021 B conf
Memetic Algorithm Based on Community Detection for Energy-Efficient Service Migration Optimization in 5G Mobile Edge Computing.
PIMRC
Guo Li, Ling Liu, Zhengping Liang, Xiaoliang Ma, Zexuan Zhu
2021 A* conf
Mix-order Attention Networks for Image Restoration.
ACM Multimedia
Tao Dai, Yalei Lv, Bin Chen, Zhi Wang, Zexuan Zhu, Shu-Tao Xia
2021 J jnl
Multi-objective memetic algorithm for core-periphery structure detection in complex network.
Memetic Comput.
Guo Li, Zexuan Zhu, Lijia Ma, Xiaoliang Ma
2021 J jnl
Multimodal Multiobjective Evolutionary Optimization With Dual Clustering in Decision and Objective Spaces.
IEEE Trans. Evol. Comput.
Qiuzhen Lin, Wu Lin, Zexuan Zhu, Maoguo Gong, Jianqiang Li, Carlos A. Coello Coello
2021 J jnl
S2A: Scale-Attention-Aware Networks for Video Super-Resolution.
Entropy
Taian Guo, Tao Dai, Ling Liu, Zexuan Zhu, Shu-Tao Xia
2021 J jnl
Solving Generalized Vehicle Routing Problem With Occasional Drivers via Evolutionary Multitasking.
IEEE Trans. Cybern.
Liang Feng, Lei Zhou, Abhishek Gupta, Jinghui Zhong, Zexuan Zhu, Kay Chen Tan, Alex Kai Qin
2021 J jnl
Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation.
IEEE Trans. Cybern.
Lei Zhou, Liang Feng, Kay Chen Tan, Jinghui Zhong, Zexuan Zhu, Kai Liu, Chao Chen
2020 J jnl
A Survey of Weight Vector Adjustment Methods for Decomposition-Based Multiobjective Evolutionary Algorithms.
IEEE Trans. Evol. Comput.
Xiaoliang Ma, Yanan Yu, Xiaodong Li, Yutao Qi, Zexuan Zhu
2020 J jnl
A Two stage Adaptive Knowledge Transfer Evolutionary Multi-tasking Based on Population Distribution for Multi/Many-Objective Optimization.
CoRR
Zhengping Liang, Weiqi Liang, Xiuju Xu, Zexuan Zhu
2020 J jnl
ATEN: And/Or tree ensemble for inferring accurate Boolean network topology and dynamics.
Bioinform.
Ning Shi, Zexuan Zhu, Ke Tang, David Parker, Shan He
2020 J jnl
MUMI: Multitask Module Identification for Biological Networks.
IEEE Trans. Evol. Comput.
Weiqi Chen, Zexuan Zhu, Shan He
2020 J jnl
Multi-factorial Optimization for Large-scale Virtual Machine Placement in Cloud Computing.
CoRR
Zhengping Liang, Jian Zhang, Liang Feng, Zexuan Zhu
2020 B conf
Multi-objective multi-factorial memetic algorithm based on bone route and large neighborhood local search for VRPTW.
CEC
Zifeng Zhou, Xiaoliang Ma, Zhengping Liang, Zexuan Zhu
2020 — conf
Sparse Multi-task Least-Squares Support Vector Machine.
NCAA
Xiaoou Zhang, Zexuan Zhu
2020 A conf
Towards automated analysis of cognitive presence in MOOC discussions: a manual classification study.
LAK
Yuanyuan Hu, Claire Donald, Nasser Giacaman, Zexuan Zhu
2020 B conf
Tracking Moving Optima of Dynamic Multi-objective Problem via Prediction in Objective Space.
CEC
Wei Zhou, Liang Feng, Zexuan Zhu, Kai Liu, Chao Chen, Zhou Wu
2019 — conf
A Reference Point-Based Evolutionary Algorithm for Many-Objective Fuzzy Portfolio Selection.
BIC-TA (1)
Jian Chen, Xiaoliang Ma, Yiwen Sun, Zexuan Zhu
2019 J jnl
A Survey on Cooperative Co-Evolutionary Algorithms.
IEEE Trans. Evol. Comput.
Xiaoliang Ma, Xiaodong Li, Qingfu Zhang, Ke Tang, Zhengping Liang, Weixin Xie, Zexuan Zhu
2019 J jnl
A hybrid of genetic transform and hyper-rectangle search strategies for evolutionary multi-tasking.
Expert Syst. Appl.
Zhengping Liang, Jian Zhang, Liang Feng, Zexuan Zhu
2019 J jnl
Differential evolution algorithm with dichotomy-based parameter space compression.
Soft Comput.
Laizhong Cui, Genghui Li, Zexuan Zhu, Zhong Ming, Zhenkun Wen, Nan Lu
2019 J jnl
Evolutionary Search with Multiple Utopian Reference Points in Decomposition-Based Multiobjective Optimization.
Complex.
Wu Lin, Qiuzhen Lin, Zexuan Zhu, Jianqiang Li, Jianyong Chen, Zhong Ming
2019 J jnl
Hybrid of memory and prediction strategies for dynamic multiobjective optimization.
Inf. Sci.
Zhengping Liang, Shunxiang Zheng, Zexuan Zhu, Shengxiang Yang
2019 B conf
Multi-objective memetic algorithm based on correlation priority for pickup-and-delivery problems.
CEC
Zifeng Zhou, Xiaoliang Ma, Zexuan Zhu
2019 B conf
Multifactorial Differential Evolution with Opposition-based Learning for Multi-tasking Optimization.
CEC
Yanan Yu, Anmin Zhu, Zexuan Zhu, Qiuzhen Lin, Jian Yin, Xiaoliang Ma
2019 B conf
Multifactorial Evolutionary Algorithm Enhanced with Cross-task Search Direction.
CEC
Jian Yin, Anmin Zhu, Zexuan Zhu, Yanan Yu, Xiaoliang Ma
2019 B conf
Multimodal Multi-objective Optimization Using A Density-based One-by-One Update Strategy.
CEC
Ruizhi Shi, Wu Lin, Qiuzhen Lin, Zexuan Zhu, Jianyong Chen
2019 J jnl
Predicting synthetic lethal interactions in human cancers using graph regularized self-representative matrix factorization.
BMC Bioinform.
Jiang Huang, Min Wu, Fan Lu, Le Ou-Yang, Zexuan Zhu
2019 J jnl
Two new reference vector adaptation strategies for many-objective evolutionary algorithms.
Inf. Sci.
Zhengping Liang, Weijun Hou, Xiang Huang, Zexuan Zhu
2018 B conf
A Preliminary Study of Adaptive Indicator Based Evolutionary Algorithm for Dynamic Multiobjective Optimization via Autoencoding.
CEC
Wei Zhou, Liang Feng, Siwei Jiang, Shu Zhang, Yaqing Hou, Yew-Soon Ong, Zexuan Zhu, Kai Liu
2018 J jnl
A novel differential evolution algorithm with a self-adaptation parameter control method by differential evolution.
Soft Comput.
Laizhong Cui, Genghui Li, Zexuan Zhu, Zhenkun Wen, Nan Lu, Jian Lu
2018 — conf
A study of similarity measure between tasks for multifactorial evolutionary algorithm.
GECCO (Companion)
Lei Zhou, Liang Feng, Jinghui Zhong, Zexuan Zhu, Bingshui Da, Zhou Wu
2018 J jnl
Adaptive multiple-elites-guided composite differential evolution algorithm with a shift mechanism.
Inf. Sci.
Laizhong Cui, Genghui Li, Zexuan Zhu, Qiuzhen Lin, Ka-Chun Wong, Jianyong Chen, Nan Lu, Jian Lu
2018 J jnl
Computational intelligence in optical remote sensing image processing.
Appl. Soft Comput.
Yanfei Zhong, Ailong Ma, Yew-Soon Ong, Zexuan Zhu, Liangpei Zhang
2018 J jnl
Concept Drift Adaptation by Exploiting Historical Knowledge.
IEEE Trans. Neural Networks Learn. Syst.
Yu Sun, Ke Tang, Zexuan Zhu, Xin Yao
2018 J jnl
DroidDet: Effective and robust detection of android malware using static analysis along with rotation forest model.
Neurocomputing
Hui-Juan Zhu, Zhu-Hong You, Zexuan Zhu, Wei-Lei Shi, Xing Chen, Li Cheng
2018 J jnl
On Tchebycheff Decomposition Approaches for Multiobjective Evolutionary Optimization.
IEEE Trans. Evol. Comput.
Xiaoliang Ma, Qingfu Zhang, Guangdong Tian, Junshan Yang, Zexuan Zhu
2018 J jnl
RepLong: de novo repeat identification using long read sequencing data.
Bioinform.
Rui Guo, Yan-Ran Li, Shan He, Le Ou-Yang, Yiwen Sun, Zexuan Zhu
2017 J jnl
A Similarity-Based Multiobjective Evolutionary Algorithm for Deployment Optimization of Near Space Communication System.
IEEE Trans. Evol. Comput.
Maoguo Gong, Zhao Wang, Zexuan Zhu, Licheng Jiao
2017 J jnl
A novel artificial bee colony algorithm with an adaptive population size for numerical function optimization.
Inf. Sci.
Laizhong Cui, Genghui Li, Zexuan Zhu, Qiuzhen Lin, Zhenkun Wen, Nan Lu, Ka-Chun Wong, Jianyong Chen
2017 J jnl
Active module identification in intracellular networks using a memetic algorithm with a new binary decoding scheme.
BMC Genom.
Dong Li, Zhisong Pan, Guyu Hu, Zexuan Zhu, Shan He
2017 — conf
Adaptive Memetic Algorithm Based Evolutionary Multi-tasking Single-Objective Optimization.
SEAL
Qunjian Chen, Xiaoliang Ma, Yiwen Sun, Zexuan Zhu
2017 J jnl
An enhanced artificial bee colony algorithm with adaptive differential operators.
Appl. Soft Comput.
Zhengping Liang, Kaifeng Hu, Quanxiang Zhu, Zexuan Zhu
2017 J jnl
Concept Drift Adaptation by Exploiting Historical Knowledge.
CoRR
Yu Sun, Ke Tang, Zexuan Zhu, Xin Yao
2017 C conf
Evolutionary Multi-tasking Single-Objective Optimization Based on Cooperative Co-evolutionary Memetic Algorithm.
CIS
Qunjian Chen, Xiaoliang Ma, Zexuan Zhu, Yiwen Sun
2017 J jnl
Evolutionary Multitasking for Single-objective Continuous Optimization: Benchmark Problems, Performance Metric, and Baseline Results.
CoRR
Bingshui Da, Yew-Soon Ong, Liang Feng, A. K. Qin, Abhishek Gupta, Zexuan Zhu, Chuan-Kang Ting, Ke Tang, Xin Yao
2017 C conf
G-FQZip: Lossless Reference-Based Compression of FASTQ Files Using GPUs.
CIS
Cong Peng, Qingjin Deng, Zhi-An Huang, Yiwen Sun, Zexuan Zhu
2017 J jnl
LW-FQZip 2: a parallelized reference-based compression of FASTQ files.
BMC Bioinform.
Zhi-An Huang, Zhenkun Wen, Qingjin Deng, Ying Chu, Yiwen Sun, Zexuan Zhu
2017 — conf
Multi-objective Memetic Algorithm Based on Three-Dimensional Request Prediction for Dynamic Pickup-and-Delivery Problem with Time Windows.
SEAL
Yanming Yang, Xiaoliang Ma, Yiwen Sun, Zexuan Zhu
2017 B conf
Multi-objective memetic algorithm based on request prediction for dynamic pickup-and-delivery problems.
CEC
Yanming Yang, Yiwen Sun, Zexuan Zhu
2017 J jnl
PBMDA: A novel and effective path-based computational model for miRNA-disease association prediction.
PLoS Comput. Biol.
Zhu-Hong You, Zhi-An Huang, Zexuan Zhu, Guiying Yan, Zheng-Wei Li, Zhenkun Wen, Xing Chen
2016 B conf
A comparative study on decomposition-based multi-objective evolutionary algorithms for many-objective optimization.
CEC
Xiaoliang Ma, Junshan Yang, Nuosi Wu, Zhen Ji, Zexuan Zhu
2016 B conf
A more efficient method for domain repeat detection in WD-40 proteins.
CEC
Nuosi Wu, Jiarui Zhou, Zexuan Zhu, Zhen Ji
2016 J jnl
A multi-objective memetic algorithm based on locality-sensitive hashing for one-to-many-to-one dynamic pickup-and-delivery problem.
Inf. Sci.
Zexuan Zhu, Jun Xiao, Shan He, Zhen Ji, Yiwen Sun
2016 J jnl
A novel adaptive hybrid crossover operator for multiobjective evolutionary algorithm.
Inf. Sci.
Qingling Zhu, Qiuzhen Lin, Zhihua Du, Zhengping Liang, Wenjun Wang, Zexuan Zhu, Jianyong Chen, Peizhi Huang, Zhong Ming
2016 J jnl
Cooperative Co-Evolutionary Module Identification With Application to Cancer Disease Module Discovery.
IEEE Trans. Evol. Comput.
Shan He, Guanbo Jia, Zexuan Zhu, Dan A. Tennant, Qiang Huang, Ke Tang, Jing Liu, Mirco Musolesi, John K. Heath, Xin Yao
2016 — conf
Evolutionary multitasking in combinatorial search spaces: A case study in capacitated vehicle routing problem.
SSCI
Lei Zhou, Liang Feng, Jinghui Zhong, Yew-Soon Ong, Zexuan Zhu, Edwin Hsing-Mean Sha
2016 B conf
Metabolomics biomarker discovery using multimodal memetic algorithm and multivariate mutual information based feature selection.
CEC
Jiarui Zhou, Zhen Ji, Zexuan Zhu, Shan He
2016 B conf
Multi-objective memetic algorithm for solving pickup and delivery problem with dynamic customer requests and traffic information.
CEC
Jun Xiao, Yanming Yang, Xiaoliang Ma, Jiarui Zhou, Zexuan Zhu
2016 J jnl
Soft computing in remote sensing image processing.
Soft Comput.
Yanfei Zhong, Zexuan Zhu, Yew-Soon Ong
2015 J jnl
A Local Best Particle Swarm Optimization Based on Crown Jewel Defense Strategy.
Int. J. Swarm Intell. Res.
Jiarui Zhou, Junshan Yang, Ling Lin, Zexuan Zhu, Zhen Ji
2015 — conf
A Multimodal Optimization and Surprise Based Consensus Community Detection Algorithm.
GECCO (Companion)
Guanbo Jia, Shan He, Zexuan Zhu, Jing Liu, Ke Tang
2015 J jnl
CompMap: a reference-based compression program to speed up read mapping to related reference sequences.
Bioinform.
Zexuan Zhu, Linsen Li, Yongpeng Zhang, Yanli Yang, Xiao Yang
2015 J jnl
Global path planning of mobile robots using a memetic algorithm.
Int. J. Syst. Sci.
Zexuan Zhu, Fangxiao Wang, Shan He, Yiwen Sun
2015 J jnl
Global path planning of wheeled robots using multi-objective memetic algorithms.
Integr. Comput. Aided Eng.
Zexuan Zhu, Jun Xiao, Jian-Qiang Li, Fangxiao Wang, Qingfu Zhang
2015 J jnl
High-throughput DNA sequence data compression.
Briefings Bioinform.
Zexuan Zhu, Yongpeng Zhang, Zhen Ji, Shan He, Xiao Yang
2015 J jnl
Light-weight reference-based compression of FASTQ data.
BMC Bioinform.
Yongpeng Zhang, Linsen Li, Yanli Yang, Xiao Yang, Shan He, Zexuan Zhu
2015 J jnl
Robust twin boosting for feature selection from high-dimensional omics data with label noise.
Inf. Sci.
Shan He, Huanhuan Chen, Zexuan Zhu, Douglas G. Ward, Helen J. Cooper, Mark R. Viant, John K. Heath, Xin Yao
2015 J jnl
Three-dimensional Gabor feature extraction for hyperspectral imagery classification using a memetic framework.
Inf. Sci.
Zexuan Zhu, Sen Jia, Shan He, Yiwen Sun, Zhen Ji, Linlin Shen
2014 J jnl
A Two-Stage Feature Selection Framework for Hyperspectral Image Classification Using Few Labeled Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sen Jia, Zexuan Zhu, Linlin Shen, Qingquan Li
2014 B conf
A growing partitional clustering based on particle swarm optimization.
IEEE Congress on Evolutionary Computation
Nuosi Wu, Zexuan Zhu, Zhen Ji
2014 J jnl
Compression of next-generation sequencing quality scores using memetic algorithm.
BMC Bioinform.
Jiarui Zhou, Zhen Ji, Zexuan Zhu, Shan He
2014 B conf
Feature extraction based on trimmed complex network representation for metabolomic data classification.
IEEE Congress on Evolutionary Computation
Yue Chen, Zexuan Zhu, Zhen Ji
2014 J jnl
HAMMER: automated operation of mass frontier to construct
Bioinform.
Jiarui Zhou, Ralf J. M. Weber, James William Allwood, Robert Mistrik, Zexuan Zhu, Zhen Ji, Siping Chen, Warwick B. Dunn, Shan He, Mark R. Viant
2014 B conf
Locality-sensitive hashing based multiobjective memetic algorithm for dynamic pickup and delivery problems.
IEEE Congress on Evolutionary Computation
Fangxiao Wang, Yuan Gao, Zexuan Zhu
2014 B conf
Using Chou's amphiphilic Pseudo-Amino Acid Composition and Extreme Learning Machine for prediction of Protein-protein interactions.
IJCNN
Qiao-Ying Huang, Zhu-Hong You, Shuai Li, Zexuan Zhu
2013 — conf
A SVM-Based System for Predicting Protein-Protein Interactions Using a Novel Representation of Protein Sequences.
ICIC (1)
Zhuhong You, Zhong Ming, Ben Niu, Suping Deng, Zexuan Zhu
2013 — conf
A coevolving memetic algorithm for simultaneous partitional clustering and feature weighting.
Memetic Computing
Yiwen Sun, Zexuan Zhu, Shan He, Zhen Ji
2013 J jnl
Discriminative Gabor Feature Selection for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Linlin Shen, Zexuan Zhu, Sen Jia, Jiasong Zhu, Yiwen Sun
2013 C conf
Global Path Planning of Wheeled Robots Using a Multi-Objective Memetic Algorithm.
IDEAL
Fangxiao Wang, Zexuan Zhu
2013 C conf
Minimal-redundancy-maximal-relevance feature selection using different relevance measures for omics data classification.
CIBCB
Junshan Yang, Zexuan Zhu, Shan He, Zhen Ji
2013 J jnl
Self-configuration single particle optimizer for DNA sequence compression.
Soft Comput.
Zhen Ji, Jiarui Zhou, Zexuan Zhu, Siping Chen
2012 — conf
A Coevolutionary Memetic Particle Swarm Optimizer.
ICSI (1)
Jiarui Zhou, Zhen Ji, Zexuan Zhu, Siping Chen
2012 — conf
A Novel Approach to Modelling Protein-Protein Interaction Networks.
ICSI (2)
Zhuhong You, Ying-Ke Lei, Zhen Ji, Zexuan Zhu
2012 B conf
A crown jewel defense strategy based particle swarm optimization.
IEEE Congress on Evolutionary Computation
Ling Lin, Zhen Ji, Shan He, Zexuan Zhu
2012 — conf
A hybrid evolutionary algorithm for promoter recognition.
BMEI
Lan Tao, Ning Fan, Zexuan Zhu
2012 B conf
A memory binary particle swarm optimization.
IEEE Congress on Evolutionary Computation
Zhen Ji, Tao Tian, Shan He, Zexuan Zhu
2012 — conf
Memetic Three-Dimensional Gabor Feature Extraction for Hyperspectral Imagery Classification.
ICSI (1)
Zexuan Zhu, Linlin Shen, Yiwen Sun, Shan He, Zhen Ji
2012 B conf
Memetic clustering based on particle swarm optimizer and K-means.
IEEE Congress on Evolutionary Computation
Zexuan Zhu, Wenmin Liu, Shan He, Zhen Ji
2012 B conf
Survival analysis of gene expression data using PSO based radial basis function networks.
IEEE Congress on Evolutionary Computation
Wenmin Liu, Zhen Ji, Shan He, Zexuan Zhu
2011 J jnl
DNA Sequence Compression Using Adaptive Particle Swarm Optimization-Based Memetic Algorithm.
IEEE Trans. Evol. Comput.
Zexuan Zhu, Jiarui Zhou, Zhen Ji, Yuhui Shi
2011 — conf
Gene Clustering Using Particle Swarm Optimizer Based Memetic Algorithm.
ICSI (1)
Zhen Ji, Wenmin Liu, Zexuan Zhu
2011 — conf
Memetic figure selection for cluster expansion in binary alloy systems.
Memetic Computing
Zexuan Zhu, Zhen Ji, Xiaofeng Fan, Jer-Lai Kuo
2011 — conf
PSO based memetic algorithm for face recognition Gabor filters selection.
Memetic Computing
Jiarui Zhou, Zhen Ji, Linlin Shen, Zexuan Zhu, Siping Chen
2010 B conf
Affinity propagation based memetic band selection on hyperspectral imagery datasets.
IEEE Congress on Evolutionary Computation
Zexuan Zhu, Sen Jia, Zhen Ji
2010 J jnl
Identification of Full and Partial Class Relevant Genes.
IEEE ACM Trans. Comput. Biol. Bioinform.
Zexuan Zhu, Yew-Soon Ong, Jacek M. Zurada
2010 J jnl
Towards a Memetic Feature Selection Paradigm [Application Notes].
IEEE Comput. Intell. Mag.
Zexuan Zhu, Sen Jia, Zhen Ji
2008 J jnl
A fast pruned-extreme learning machine for classification problem.
Neurocomputing
Hai-Jun Rong, Yew-Soon Ong, Ah-Hwee Tan, Zexuan Zhu
2007 J jnl
Markov blanket-embedded genetic algorithm for gene selection.
Pattern Recognit.
Zexuan Zhu, Yew-Soon Ong, Manoranjan Dash
2007 — conf
Memetic Algorithms for Feature Selection on Microarray Data.
ISNN (1)
Zexuan Zhu, Yew-Soon Ong
2007 — —
Memetic algorithms for feature/gene selection
Zexuan Zhu
2007 J jnl
Wrapper-Filter Feature Selection Algorithm Using a Memetic Framework.
IEEE Trans. Syst. Man Cybern. Part B
Zexuan Zhu, Yew-Soon Ong, Manoranjan Dash
2004 B conf
Whole-Genome Functional Classification of Genes by Latent Semantic Analysis on Microarray Data.
APBC
See-Kiong Ng, Zexuan Zhu, Yew-Soon Ong