Haijun Zhang 0002 - researchr alias

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2024

Collocated Clothing Synthesis with GANs Aided by Textual Information: A Multi-Modal FrameworkLinlin Liu, Haijun Zhang 0002, Qun Li, Jianghong Ma, Zhao Zhang 0001. tomccap, 20(1), January 2024. [doi]

Fashion intelligence in the Metaverse: promise and future prospectsXiangyu Mu, Haijun Zhang 0002, Jianyang Shi, Jie Hou, Jianghong Ma, Yimin Yang. air, 57(3):67, March 2024. [doi]

Learning to Disentangle the Colors, Textures, and Shapes of Fashion Items: A Unified FrameworkHan Yan, Haijun Zhang 0002, Zhao Zhang 0001. tmm, 26:5615-5629, 2024. [doi]

Learning to Synthesize Compatible Fashion Items Using Semantic Alignment and Collocation Classification: An Outfit Generation FrameworkDongliang Zhou, Haijun Zhang 0002, Kai Yang 0018, Linlin Liu, Han Yan, Xiaofei Xu, Zhao Zhang 0001, Shuicheng Yan. tnn, 35(4):5226-5240, April 2024. [doi]

2023

Data-Driven single image deraining: A Comprehensive review and new perspectivesZhao Zhang 0001, Yanyan Wei, Haijun Zhang 0002, Yi Yang 0001, Shuicheng Yan, Meng Wang 0001. PR, 143:109740, November 2023. [doi]

A survey of online video advertisingHaijun Zhang 0002, Xiangyu Mu, Han Yan, Lang Ren, Jianghong Ma. widm, 13(2), March/April 2023. [doi]

BANDT: A Border-Aware Network With Deformable Transformers for Visual TrackingKai Yang 0018, Haijun Zhang 0002, Jianyang Shi, Jianghong Ma. tce, 69(3):377-390, August 2023. [doi]

Causal Disentanglement: A Generalized Bearing Fault Diagnostic Framework in Continuous Degradation ModeJie Li 0046, Yu Wang 0043, Yanyang Zi, Haijun Zhang 0002, Zhiguo Wan. tnn, 34(9):6250-6262, September 2023. [doi]

Causal Consistency Network: A Collaborative Multimachine Generalization Method for Bearing Fault DiagnosisJie Li 0046, Yu Wang 0043, Yanyang Zi, Haijun Zhang 0002, Chen Li. tii, 19(4):5915-5924, April 2023. [doi]

Fast data-free model compression via dictionary-pair reconstructionYangcheng Gao, Zhao Zhang 0001, Haijun Zhang 0002, Mingbo Zhao, Yi Yang 0001, Meng Wang 0001. kais, 65(8):3435-3461, 2023. [doi]

MM-VTON: A Multi-stage Virtual Try-on Method Using Multiple Image FeaturesGuojian Li, Haijun Zhang 0002, Xiangyu Mu, Jianghong Ma. ncaa 2023: 132-146 [doi]

Long-range zero-shot generative deep network quantizationYan Luo, Yangcheng Gao, Zhao Zhang 0001, Jicong Fan, Haijun Zhang 0002, Mingliang Xu. NN, 166:683-691, September 2023. [doi]

E-VarifocalNet: A Lightweight Model to Detect Insulators and Their Defects under Power Grid SurveillanceChao Ouyang, Haijun Zhang 0002, Xiangyu Mu, Zhou Wu, Wei Dai. indin 2023: 1-6 [doi]

Robust and fast low-rank deep convolutional feature recovery: toward information retention and accelerated convergenceJiahuan Ren, Zhao Zhang 0001, Jicong Fan, Haijun Zhang 0002, Mingliang Xu, Meng Wang 0001. kais, 65(3):1287-1315, March 2023. [doi]

The Design of Fast and Lightweight Resemblance Detection for Efficient Post-Deduplication Delta CompressionWen Xia, Lifeng Pu, Xiangyu Zou, Philip Shilane, Shiyi Li, Haijun Zhang 0002, Xuan Wang 0002. tos, 19(3), August 2023. [doi]

Texture Brush for Fashion Inspiration Transfer: A Generative Adversarial Network With Heatmap-Guided Semantic DisentanglementHan Yan, Haijun Zhang 0002, Jianyang Shi, Jianghong Ma. tcsv, 33(5):2381-2395, May 2023. [doi]

Toward Intelligent Fashion Design: A Texture and Shape Disentangled Generative Adversarial NetworkHan Yan, Haijun Zhang 0002, Jianyang Shi, Jianghong Ma, Xiaofei Xu. tomccap, 19(3), 2023. [doi]

Inspiration Transfer for Intelligent Design: A Generative Adversarial Network With Fashion Attributes DisentanglementHan Yan, Haijun Zhang 0002, Jianyang Shi, Jianghong Ma, Xiaofei Xu. tce, 69(4):1152-1163, 2023. [doi]

FashionDiff: A Controllable Diffusion Model Using Pairwise Fashion Elements for Intelligent DesignHan Yan, Haijun Zhang 0002, Xiangyu Mu, Jicong Fan, Zhao Zhang. mm 2023: 1401-1411 [doi]

Toward Intelligent Design: An AI-Based Fashion Designer Using Generative Adversarial Networks Aided by Sketch and Rendering GeneratorsHan Yan, Haijun Zhang 0002, Linlin Liu, Dongliang Zhou, Xiaofei Xu, Zhao Zhang 0001, Shuicheng Yan. tmm, 25:2323-2338, 2023. [doi]

IASA: An IoU-aware tracker with adaptive sample assignmentKai Yang, Haijun Zhang 0002, Dongliang Zhou, Li Dong, Jianghong Ma. NN, 161:267-280, April 2023. [doi]

DETA: A Point-Based Tracker With Deformable Transformer and Task-Aligned LearningKai Yang, Haijun Zhang 0002, Feng Gao, Jianyang Shi, Yanfeng Zhang, Q. M. Jonathan Wu. tmm, 25:7545-7558, 2023. [doi]

Modeling the spread dynamics of multiple-variant coronavirus disease under public health interventions: A general frameworkChoujun Zhan, Yufan Zheng, Lujiao Shao, Guanrong Chen, Haijun Zhang 0002. isci, 628:469-487, May 2023. [doi]

COutfitGAN: Learning to Synthesize Compatible Outfits Supervised by Silhouette Masks and Fashion StylesDongliang Zhou, Haijun Zhang 0002, Qun Li, Jianghong Ma, Xiaofei Xu. tmm, 25:4986-5001, 2023. [doi]

2Net: an improved image-based text transfer framework using background inpainting and text conversionHaibin Zhou, Lujiao Shao, Boxiang Jia, Haijun Zhang 0002. iai, 1(1), 2023. [doi]

2022

Towards Artificial Neural Network Based Intrusion Detection with Enhanced Hyperparameter TuningAndrei Nicolae Calugar, Weizhi Meng 0001, Haijun Zhang 0002. globecom 2022: 2627-2632 [doi]

Extracting Key Information from Shopping Receipts by Using Bayesian Deep Learning via Multi-modal FeaturesJiaqi Chen, Lujiao Shao, Haibin Zhou, Jianghong Ma, Weizhi Meng 0001, Zenghui Wang, Haijun Zhang 0002. ncaa 2022: 378-393 [doi]

Crowd Counting by Using Top-k Relations: A Mixed Ground-Truth CNN FrameworkLi Dong, Haijun Zhang 0002, Kai Yang, Dongliang Zhou, Jianyang Shi, Jianghong Ma. tce, 68(3):307-316, 2022. [doi]

A Simple Approach to Automated Spectral ClusteringJicong Fan, Yiheng Tu, Zhao Zhang 0001, Mingbo Zhao, Haijun Zhang 0002. nips 2022: [doi]

LGCNet: A local-to-global context-aware feature augmentation network for salient object detectionYuzhu Ji, Haijun Zhang 0002, Feng Gao, Haofei Sun, Haokun Wei, Nan Wang, Biao Yang. isci, 584:399-416, 2022. [doi]

HCD-Mask: a multi-task model for small object detection and instance segmentation in high-resolution UAV imagesQun Li, Mingshan Sun, Li Dong, Xiaozhi Gao, Zenghui Wang, Haijun Zhang 0002. icit2 2022: 1-8 [doi]

Semantic-Gap-Oriented Feature Selection and Classifier Construction in Multilabel LearningJianghong Ma, Tommy W. S. Chow, Haijun Zhang 0002. tcyb, 52(1):101-115, 2022. [doi]

Chain-Structure Echo State Network With Stochastic Optimization: Methodology and ApplicationZhou Wu, Qian Li, Haijun Zhang 0002. tnn, 33(5):1974-1985, 2022. [doi]

SiamCorners: Siamese Corner Networks for Visual TrackingKai Yang, Zhenyu He 0001, Wenjie Pei, Zikun Zhou, Xin Li 0034, Di Yuan 0002, Haijun Zhang 0002. tmm, 24:1956-1967, 2022. [doi]

PaaRPN: Probabilistic anchor assignment with region proposal network for visual trackingKai Yang, Haijun Zhang 0002, Dongliang Zhou, Li Dong. isci, 598:19-36, 2022. [doi]

A Collaborators Recommendation Method Based on Multi-feature FusionQi Yuan, Lujiao Shao, Xinyu Zhang, Xinrui Yu, Huiyue Sun, Jianghong Ma, Weizhi Meng 0001, Xiao-Zhi Gao 0001, Haijun Zhang 0002. ncaa 2022: 247-261 [doi]

Estimating unconfirmed COVID-19 infection cases and multiple waves of pandemic progression with consideration of testing capacity and non-pharmaceutical interventions: A dynamic spreading modelChoujun Zhan, Lujiao Shao, Xinyu Zhang, Ziliang Yin, Ying Gao, Chi K. Tse, Dong Yang, Di Wu, Haijun Zhang 0002. isci, 607:418-439, 2022. [doi]

From Hyper-dimensional Structures to Linear Structures: Maintaining Deduplicated Data's LocalityXiangyu Zou, Jingsong Yuan, Philip Shilane, Wen Xia, Haijun Zhang 0002, Xuan Wang 0002. tos, 18(3), 2022. [doi]

Building a High-performance Fine-grained Deduplication Framework for Backup Storage with High Deduplication RatioXiangyu Zou, Wen Xia, Philip Shilane, Haijun Zhang 0002, Xuan Wang 0002. usenix 2022: 19-36 [doi]

2021

Twin-Incoherent Self-Expressive Locality-Adaptive Latent Dictionary Pair Learning for ClassificationZhao Zhang 0001, Yulin Sun, Yang Wang 0023, Zheng Zhang 0006, Haijun Zhang 0002, Guangcan Liu, Meng Wang 0001. tnn, 32(3):947-961, 2021. [doi]

An empirical study of multi-scale object detection in high resolution UAV imagesHaijun Zhang 0002, Mingshan Sun, Qun Li, Linlin Liu, Ming Liu, Yuzhu Ji. ijon, 421:173-182, 2021. [doi]

Adaptive Fault Estimation for Unmanned Surface Vessels With a Neural Network Observer ApproachLiheng Chen, Ming Liu 0014, Yan Shi, Haijun Zhang 0002, Enjiao Zhao. tcasI, 68(1):416-425, 2021. [doi]

Dictionary Pair-based Data-Free Fast Deep Neural Network CompressionYangcheng Gao, Zhao Zhang, Haijun Zhang 0002, Mingbo Zhao, Yi Yang, Meng Wang 0001. icdm 2021: 121-130 [doi]

EWNet: An early warning classification framework for smart grid based on local-to-global perceptionFeng Gao, Qun Li, Yuzhu Ji, Shengchang Ji, Jie Guo, Haofei Sun, Yang Liu, Simeng Feng, Haokun Wei, Nan Wang, Biao Yang, Haijun Zhang 0002. ijon, 443:199-212, 2021. [doi]

CASNet: A Cross-Attention Siamese Network for Video Salient Object DetectionYuzhu Ji, Haijun Zhang 0002, Zequn Jie, Lin Ma 0002, Q. M. Jonathan Wu. tnn, 32(6):2676-2690, 2021. [doi]

CNN-based encoder-decoder networks for salient object detection: A comprehensive review and recent advancesYuzhu Ji, Haijun Zhang 0002, Zhao Zhang 0001, Ming Liu 0014. isci, 546:835-857, 2021. [doi]

Multilabel Classification With Label-Specific Features and Classifiers: A Coarse- and Fine-Tuned FrameworkJianghong Ma, Haijun Zhang 0002, Tommy W. S. Chow. tcyb, 51(2):1028-1042, 2021. [doi]

A Transformer-Based Decoupled Attention Network for Text Recognition in Shopping Receipt ImagesLang Ren, Haibin Zhou, Jiaqi Chen, Lujiao Shao, Yingji Wu, Haijun Zhang 0002. ncaa 2021: 563-577 [doi]

COSINEHUB: A New Software Development System in Collective Intelligence EnvironmentJianyang Shi, Wenjian Xu, Qi Yuan, Junjin Zheng, Qingji Ren, Xuechao Li, Deyi Huang, Hongbing Wang, Haijun Zhang 0002. sose 2021: 155-160 [doi]

TGAN: A simple model update strategy for visual tracking via template-guidance attention networkKai Yang, Haijun Zhang 0002, Dongliang Zhou, Linlin Liu. NN, 144:61-74, 2021. [doi]

Learning to Collocate Fashion Items from Heterogeneous Network Using Structural and Textual FeaturesQiong Yu, Wenjian Xu, Yingji Wu, Haijun Zhang 0002. ncaa 2021: 166-180 [doi]

Random-Forest-Bagging Broad Learning System With Applications for COVID-19 PandemicChoujun Zhan, Yufan Zheng, Haijun Zhang 0002, Quansi Wen. iotj, 8(21):15906-15918, 2021. [doi]

DLRF-Net: A Progressive Deep Latent Low-Rank Fusion Network for Hierarchical Subspace DiscoveryZhao Zhang, Jiahuan Ren, Haijun Zhang 0002, Zheng Zhang 0006, Guangcan Liu, Shuicheng Yan. tomccap, 17(1s), 2021. [doi]

Odess: Speeding up Resemblance Detection for Redundancy Elimination by Fast Content-Defined SamplingXiangyu Zou, Cai Deng, Wen Xia, Philip Shilane, Haoliang Tan, Haijun Zhang 0002, Xuan Wang. icde 2021: 480-491 [doi]

The Dilemma between Deduplication and Locality: Can Both be Achieved?Xiangyu Zou, Jingsong Yuan, Philip Shilane, Wen Xia, Haijun Zhang 0002, Xuan Wang. FAST 2021: 171-185 [doi]

2020

Learning to Match Clothing From Textual Feature-Based Compatible RelationshipsHaijun Zhang 0002, Wang Huang, Linlin Liu, Tommy W. S. Chow. tii, 16(11):6750-6759, 2020. [doi]

Toward New Retail: A Benchmark Dataset for Smart Unmanned Vending MachinesHaijun Zhang 0002, Donghai Li, Yuzhu Ji, Haibin Zhou, Weiwei Wu 0001, Kai Liu 0001. tii, 16(12):7722-7731, 2020. [doi]

Bridging User Interest to Item Content for Recommender Systems: An Optimization ModelHaijun Zhang 0002, Yanfang Sun, Mingbo Zhao, Tommy W. S. Chow, Q. M. Jonathan Wu. tcyb, 50(10):4268-4280, 2020. [doi]

A Hybrid Neural Network RBERT-C Based on Pre-trained RoBERTa and CNN for User Intent ClassificationYuanxia Liu, Hai Liu 0006, Leung Pun Wong, Lap-Kei Lee, Haijun Zhang 0002, Tianyong Hao. ncaa 2020: 306-319 [doi]

Collocating Clothes With Generative Adversarial Networks Cosupervised by Categories and Attributes: A Multidiscriminator FrameworkLinlin Liu, Haijun Zhang 0002, Xiaofei Xu, Zhao Zhang 0001, Shuicheng Yan. tnn, 31(9):3540-3554, 2020. [doi]

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