Multi-label classification for images with missing labels. - Jianghong Ma; Jicong Fan 001; Wei Wang (INDIN, 2017)

Multi-Label Low-dimensional Embedding with Missing Labels. - Jianghong Ma; Zhaoyang Tian; Haijun Zhang 002; Tommy W. S. Chow (Knowl. Based Syst., 2017)

Robust non-negative sparse graph for semi-supervised multi-label learning with missing labels. - Jianghong Ma; Tommy W. S. Chow (Inf. Sci., 2018)

Unsupervised Object-Based Change Detection via a Weibull Mixture Model-Based Binarization for High-Resolution Remote Sensing Images. - Tianjun Wu; Jiancheng Luo; Jianwu Fang; Jianghong Ma; Xueli Song (IEEE Geosci. Remote. Sens. Lett., 2018)

Label-specific feature selection and two-level label recovery for multi-label classification with missing labels. - Jianghong Ma; Tommy W. S. Chow (Neural Networks, 2019)

Topic-Based Algorithm for Multilabel Learning With Missing Labels. - Jianghong Ma; Tommy W. S. Chow (IEEE Trans. Neural Networks Learn. Syst., 2019)

Latent Topic-Aware Multi-label Classification. - Jianghong Ma; Yang Liu 061 (ECCV (14), 2020)

Multilabel Classification With Label-Specific Features and Classifiers: A Coarse- and Fine-Tuned Framework. - Jianghong Ma; Haijun Zhang 002; Tommy W. S. Chow (IEEE Trans. Cybern., 2021)

Extracting Key Information from Shopping Receipts by Using Bayesian Deep Learning via Multi-modal Features. - Jiaqi Chen; Lujiao Shao; Haibin Zhou; Jianghong Ma; Weizhi Meng 001; Zenghui Wang 001; Haijun Zhang 002 (NCAA (1), 2022)

A Collaborators Recommendation Method Based on Multi-feature Fusion. - Qi Yuan; Lujiao Shao; Xinyu Zhang; Xinrui Yu; Huiyue Sun; Jianghong Ma; Weizhi Meng 001; Xiao-Zhi Gao 001; Haijun Zhang 002 (NCAA (1), 2022)

Efficient and Scalable Recommendation via Item-Item Graph Partitioning. - Tianjun Wei; Jianghong Ma; Tommy W. S. Chow (CoRR, 2022)

KfreqGAN: Unsupervised detection of sequence anomaly with adversarial learning and frequency domain information. - Yueyue Yao; Jianghong Ma; Yunming Ye (Knowl. Based Syst., 2022)

Joint clothes image detection and search via anchor free framework. - Mingbo Zhao; Shanchuan Gao; Jianghong Ma; Zhao Zhang 001 (Neural Networks, 2022)

Crowd Counting by Using Top-k Relations: A Mixed Ground-Truth CNN Framework. - Li Dong 011; Haijun Zhang 002; Kai Yang 018; Dongliang Zhou; Jianyang Shi; Jianghong Ma (IEEE Trans. Consumer Electron., 2022)

Multilabel Classification With Group-Based Mapping: A Framework With Local Feature Selection and Local Label Correlation. - Jianghong Ma; Bernard Chi Yuen Chiu; Tommy W. S. Chow (IEEE Trans. Cybern., 2022)

Semantic-Gap-Oriented Feature Selection and Classifier Construction in Multilabel Learning. - Jianghong Ma; Tommy W. S. Chow; Haijun Zhang 002 (IEEE Trans. Cybern., 2022)

Topic-Based Instance and Feature Selection in Multilabel Classification. - Jianghong Ma; Tommy W. S. Chow (IEEE Trans. Neural Networks Learn. Syst., 2022)

Asymmetric feature interaction for interpreting model predictions. - Xiaolei Lu; Jianghong Ma; Haode Zhang (ACL (Findings), 2023)

FCBoost-Net: A Generative Network for Synthesizing Multiple Collocated Outfits via Fashion Compatibility Boosting. - Dongliang Zhou; Haijun Zhang 002; Jianghong Ma; Jicong Fan 001; Zhao Zhang 001 (ACM Multimedia, 2023)

MM-VTON: A Multi-stage Virtual Try-on Method Using Multiple Image Features. - Guojian Li; Haijun Zhang 002; Xiangyu Mu; Jianghong Ma (NCAA (1), 2023)

Collaborative Residual Metric Learning. - Tianjun Wei; Jianghong Ma; Tommy W. S. Chow (SIGIR, 2023)

Fine-tuning Partition-aware Item Similarities for Efficient and Scalable Recommendation. - Tianjun Wei; Jianghong Ma; Tommy W. S. Chow (WWW, 2023)

IDVT: Interest-aware Denoising and View-guided Tuning for Social Recommendation. - Dezhao Yang; Jianghong Ma; Shanshan Feng 001; Haijun Zhang 002; Zhao Zhang 001 (CoRR, 2023)

ExpGCN: Review-aware Graph Convolution Network for explainable recommendation. - Tianjun Wei; Tommy W. S. Chow; Jianghong Ma; Mingbo Zhao (Neural Networks, 2023)

Regularizing autoencoders with wavelet transform for sequence anomaly detection. - Yueyue Yao; Jianghong Ma; Yunming Ye (Pattern Recognit., 2023)

Inspiration Transfer for Intelligent Design: A Generative Adversarial Network With Fashion Attributes Disentanglement. - Han Yan; Haijun Zhang 002; Jianyang Shi; Jianghong Ma; Xiaofei Xu (IEEE Trans. Consumer Electron., 2023)

COutfitGAN: Learning to Synthesize Compatible Outfits Supervised by Silhouette Masks and Fashion Styles. - Dongliang Zhou; Haijun Zhang 002; Qun Li 011; Jianghong Ma; Xiaofei Xu (IEEE Trans. Multim., 2023)

Toward Intelligent Fashion Design: A Texture and Shape Disentangled Generative Adversarial Network. - Han Yan; Haijun Zhang 002; Jianyang Shi; Jianghong Ma; Xiaofei Xu (ACM Trans. Multim. Comput. Commun. Appl., 2023)

A survey of online video advertising. - Haijun Zhang 002; Xiangyu Mu; Han Yan; Lang Ren; Jianghong Ma (WIREs Data. Mining. Knowl. Discov., 2023)

FPSR Implementation. - Tianjun Wei; Jianghong Ma; Tommy W. S. Chow (Zenodo, 2023)

IASA: An IoU-aware tracker with adaptive sample assignment. - Kai Yang 018; Haijun Zhang 002; Dongliang Zhou; Li Dong 011; Jianghong Ma (Neural Networks, 2023)

Texture Brush for Fashion Inspiration Transfer: A Generative Adversarial Network With Heatmap-Guided Semantic Disentanglement. - Han Yan; Haijun Zhang 002; Jianyang Shi; Jianghong Ma (IEEE Trans. Circuits Syst. Video Technol., 2023)

BANDT: A Border-Aware Network With Deformable Transformers for Visual Tracking. - Kai Yang 018; Haijun Zhang 002; Jianyang Shi; Jianghong Ma (IEEE Trans. Consumer Electron., 2023)

Modeling Self-Representation Label Correlations for Textual Aspects and Emojis Recommendation. - Tianjun Wei; Tommy W. S. Chow; Jianghong Ma (IEEE Trans. Neural Networks Learn. Syst., 2023)

Latent Topic-Aware Multioutput Learning. - Jianghong Ma; Tommy W. S. Chow (IEEE Trans. Syst. Man Cybern. Syst., 2023)

DRGame: Diversified Recommendation for Multi-category Video Games with Balanced Implicit Preferences. - Kangzhe Liu; Jianghong Ma; Shanshan Feng 001; Haijun Zhang 002; Zhao Zhang 001 (DASFAA (7), 2024)

Towards Intelligent Design: A Self-Driven Framework for Collocated Clothing Synthesis Leveraging Fashion Styles and Textures. - Minglong Dong; Dongliang Zhou; Jianghong Ma; Haijun Zhang 002 (ICASSP, 2024)

FRNet: Frequency-based Rotation Network for Long-term Time Series Forecasting. - Xinyu Zhang; Shanshan Feng 001; Jianghong Ma; Huiwei Lin; Xutao Li; Yunming Ye; Fan Li 015; Yew Soon Ong (KDD, 2024)

Mannequin2Real+: A Two-Stage Framework for Generating Photorealistic Model Images from Mannequins with Specified Identities for Clothing Display. - Xiangyu Mu; Xinrui Yu; Zhenhao Xu; Jie Hou; Jianghong Ma; Haijun Zhang 002 (NCAA (1), 2024)

Category-based and Popularity-guided Video Game Recommendation: A Balance-oriented Framework. - Xiping Li; Jianghong Ma; Kangzhe Liu; Shanshan Feng 001; Haijun Zhang 002; Yutong Wang (WWW, 2024)

Does Faithfulness Conflict with Plausibility? An Empirical Study in Explainable AI across NLP Tasks. - Xiaolei Lu; Jianghong Ma (CoRR, 2024)

GiVE: Guiding Visual Encoder to Perceive Overlooked Information. - Junjie Li; Jianghong Ma; Xiaofeng Zhang; Yuhang Li; Jianyang Shi (CoRR, 2024)

A hybrid genetic-fuzzy ant colony optimization algorithm for automatic K-means clustering in urban global positioning system. - Xiaojuan Ran; Naret Suyaroj; Worawit Tepsan; Jianghong Ma; Xiangbing Zhou; Wu Deng (Eng. Appl. Artif. Intell., 2024)

SVD-AE: An asymmetric autoencoder with SVD regularization for multivariate time series anomaly detection. - Yueyue Yao; Jianghong Ma; Shanshan Feng 001; Yunming Ye (Neural Networks, 2024)

Dynamic Balanced Dual Prototypical Domain Generalization for Cross-Machine Fault Diagnosis. - Linshan Jia; Tommy W. S. Chow; Yu Wang 043; Jianghong Ma (IEEE Trans. Instrum. Meas., 2024)

Multiclass and Multilabel Classifications by Consensus and Complementarity-Based Multiview Latent Space Projection. - Jianghong Ma; Weixuan Kou; Mingquan Lin; Carmen C. M. Cho; Bernard Chiu (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Collocated Clothing Synthesis with GANs Aided by Textual Information: A Multi-Modal Framework. - Linlin Liu; Haijun Zhang 002; Qun Li 011; Jianghong Ma; Zhao Zhang 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

CCTwins: A Weakly Supervised Transformer-Based Crowd Counting Method With Adaptive Scene Consistency Attention. - Li Dong 011; Haijun Zhang 002; Dongliang Zhou; Jianyang Shi; Jianghong Ma (IEEE Trans. Consumer Electron., 2024)

Multiview Multilabel Classification With Group-Based Feature and Label Selection. - Jianghong Ma; Huiyue Sun; Tong Zhu (IEEE Trans. Consumer Electron., 2024)

Mixing and Matching Elements for Intelligent Fashion Design: A Generative Adversarial Network With Structure and Texture Disentanglement. - Han Yan; Haijun Zhang 002; Jianyang Shi; Jianghong Ma (IEEE Trans. Consumer Electron., 2024)

Mannequin2Real: A Two-Stage Generation Framework for Transforming Mannequin Images Into Photorealistic Model Images for Clothing Display. - Haijun Zhang 002; Xiangyu Mu; Guojian Li; Zhenhao Xu; Xinrui Yu; Jianghong Ma (IEEE Trans. Consumer Electron., 2024)

Human Video Instance Segmentation and Tracking via Data Association and Single-Stage Detector. - Mingbo Zhao; Lu Cheng 006; Yuan Sun; Jianghong Ma (IEEE Trans. Consumer Electron., 2024)

Extractive Negative Opinion Summarization of Consumer Electronics Reviews. - Yang Zhao 041; Jianghong Ma; Tommy W. S. Chow (IEEE Trans. Consumer Electron., 2024)

Fashion intelligence in the Metaverse: promise and future prospects. - Xiangyu Mu; Haijun Zhang 002; Jianyang Shi; Jie Hou; Jianghong Ma; Yimin Yang (Artif. Intell. Rev., 2024)

BC-GAN: A Generative Adversarial Network for Synthesizing a Batch of Collocated Clothing. - Dongliang Zhou; Haijun Zhang 002; Jianghong Ma; Jianyang Shi (IEEE Trans. Circuits Syst. Video Technol., 2024)

CLRNet: A Cross Locality Relation Network for Crowd Counting in Videos. - Li Dong 011; Haijun Zhang 002; Jianghong Ma; Xiaofei Xu; Yimin Yang 001; Q. M. Jonathan Wu (IEEE Trans. Neural Networks Learn. Syst., 2024)

Multimodal Image Classification by Multiview Latent Pattern Extraction, Selection, and Correlation. - Jianghong Ma; Weixuan Kou; Mingquan Lin; Carmen C. M. Cho; Bernard Chiu (IEEE Trans. Neural Networks Learn. Syst., 2024)

Personalized Fashion Recommendations for Diverse Body Shapes with Contrastive Multimodal Cross-Attention Network. - Jianghong Ma; Huiyue Sun; Dezhao Yang; Haijun Zhang 002 (ACM Trans. Intell. Syst. Technol., 2024)

FPSR+: Toward Robust, Efficient, and Scalable Collaborative Filtering With Partition-Aware Item Similarity Modeling. - Tianjun Wei; Tommy W. S. Chow; Jianghong Ma (IEEE Trans. Knowl. Data Eng., 2024)

FashionTailor: Controllable Clothing Editing for Human Images with Appearance Preserving. - Jie Hou; Jianghong Ma; Xiangyu Mu; Haijun Zhang 002; Zhao Zhang 001 (AAAI, 2025)

CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation. - Shuai Tang; Sitao Lin; Jianghong Ma; Xiaofeng Zhang (AAAI, 2025)

RocketEval: Efficient automated LLM evaluation via grading checklist. - Tianjun Wei; Wei Wen; Ruizhi Qiao; Xing Sun 001; Jianghong Ma (ICLR, 2025)

Wp-VTON: A wrinkle-preserving virtual try-on network via clothing texture book. - Xiangyu Mu; Haijun Zhang 002; Jianghong Ma; Zhao Zhang 001; Lin Jiang; Xiao Chen; Feng Jiang (Neural Networks, 2025)

Correlation-Driven Explainable Recommendation With Aspect and Rating Boosted Representation Learning: A Unified Joint-Ranking Framework. - Jianghong Ma; Rong Wang; Tianjun Wei; Kangzhe Liu; Haijun Zhang 002; Xiaolei Lu (IEEE Trans. Syst. Man Cybern. Syst., 2025)

CorPN: Corner Prediction Network for Visual Tracking. - Qun Li 011; Haijun Zhang 002; Kai Yang 018; Wei Dai 004; Jianghong Ma; Yuping Liu (IEEE Trans. Consumer Electron., 2025)

Multi-Objective Recommendation in the Era of Generative AI: A Survey of Recent Progress and Future Prospects. - Zihan Hong; Yushi Wu; Zhiting Zhao; Shanshan Feng 001; Jianghong Ma; Jiao Liu; Tianjun Wei (CoRR, 2025)

Dual-Phase Playtime-guided Recommendation: Interest Intensity Exploration and Multimodal Random Walks. - Jingmao Zhang; Zhiting Zhao; Yunqi Lin; Jianghong Ma; Tianjun Wei; Haijun Zhang 002; Xiaofeng Zhang (CoRR, 2025)