Jianghong Ma

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 55

Top Topics

Feature Selection

Opinion Summarization

Social Recommendation

Multilabel Classification

Top Venues

IEEE Trans. Consumer Electron.

IEEE Trans. Neural Networks Learn. Syst.

Neural Networks

Publications

Li Dong, Haijun Zhang, Dongliang Zhou, Jianyang Shi, Jianghong Ma
CCTwins: A Weakly Supervised Transformer-Based Crowd Counting Method With Adaptive Scene Consistency Attention. IEEE Trans. Consumer Electron. 70 (1) (2024)
Mingbo Zhao, Lu Cheng, Yuan Sun, Jianghong Ma
Human Video Instance Segmentation and Tracking via Data Association and Single-Stage Detector. IEEE Trans. Consumer Electron. 70 (1) (2024)
Jianghong Ma, Weixuan Kou, Mingquan Lin, Carmen C. M. Cho, Bernard Chiu
Multiclass and Multilabel Classifications by Consensus and Complementarity-Based Multiview Latent Space Projection. IEEE Trans. Syst. Man Cybern. Syst. 54 (3) (2024)
Xiangyu Mu, Haijun Zhang, Jianyang Shi, Jie Hou, Jianghong Ma, Yimin Yang
Fashion intelligence in the Metaverse: promise and future prospects. Artif. Intell. Rev. 57 (3) (2024)
Xiping Li, Jianghong Ma, Kangzhe Liu, Shanshan Feng, Haijun Zhang, Yutong Wang
Category-based and Popularity-guided Video Game Recommendation: A Balance-oriented Framework. WWW (2024)
Yang Zhao, Jianghong Ma, Tommy W. S. Chow
Extractive Negative Opinion Summarization of Consumer Electronics Reviews. IEEE Trans. Consumer Electron. 70 (1) (2024)
Xiaolei Lu, Jianghong Ma
Does Faithfulness Conflict with Plausibility? An Empirical Study in Explainable AI across NLP Tasks. CoRR (2024)
Linlin Liu, Haijun Zhang, Qun Li, Jianghong Ma, Zhao Zhang
Collocated Clothing Synthesis with GANs Aided by Textual Information: A Multi-Modal Framework. ACM Trans. Multim. Comput. Commun. Appl. 20 (1) (2024)
Minglong Dong, Dongliang Zhou, Jianghong Ma, Haijun Zhang
Towards Intelligent Design: A Self-Driven Framework for Collocated Clothing Synthesis Leveraging Fashion Styles and Textures. ICASSP (2024)
Haijun Zhang, Xiangyu Mu, Guojian Li, Zhenhao Xu, Xinrui Yu, Jianghong Ma
Mannequin2Real: A Two-Stage Generation Framework for Transforming Mannequin Images Into Photorealistic Model Images for Clothing Display. IEEE Trans. Consumer Electron. 70 (1) (2024)
Dongliang Zhou, Haijun Zhang, Jianghong Ma, Jianyang Shi
BC-GAN: A Generative Adversarial Network for Synthesizing a Batch of Collocated Clothing. IEEE Trans. Circuits Syst. Video Technol. 34 (5) (2024)
Li Dong, Haijun Zhang, Jianghong Ma, Xiaofei Xu, Yimin Yang, Q. M. Jonathan Wu
CLRNet: A Cross Locality Relation Network for Crowd Counting in Videos. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Jianghong Ma, Huiyue Sun, Tong Zhu
Multiview Multilabel Classification With Group-Based Feature and Label Selection. IEEE Trans. Consumer Electron. 70 (1) (2024)
Yueyue Yao, Jianghong Ma, Shanshan Feng, Yunming Ye
SVD-AE: An asymmetric autoencoder with SVD regularization for multivariate time series anomaly detection. Neural Networks 170 (2024)
Jianghong Ma, Weixuan Kou, Mingquan Lin, Carmen C. M. Cho, Bernard Chiu
Multimodal Image Classification by Multiview Latent Pattern Extraction, Selection, and Correlation. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Han Yan, Haijun Zhang, Jianyang Shi, Jianghong Ma
Mixing and Matching Elements for Intelligent Fashion Design: A Generative Adversarial Network With Structure and Texture Disentanglement. IEEE Trans. Consumer Electron. 70 (1) (2024)
Xinyu Zhang, Shanshan Feng, Jianghong Ma, Huiwei Lin, Xutao Li, Yunming Ye, Fan Li, Yew Soon Ong
FRNet: Frequency-based Rotation Network for Long-term Time Series Forecasting. KDD (2024)
Linshan Jia, Tommy W. S. Chow, Yu Wang, Jianghong Ma
Dynamic Balanced Dual Prototypical Domain Generalization for Cross-Machine Fault Diagnosis. IEEE Trans. Instrum. Meas. 73 (2024)
Guojian Li, Haijun Zhang, Xiangyu Mu, Jianghong Ma
MM-VTON: A Multi-stage Virtual Try-on Method Using Multiple Image Features. NCAA (1) (2023)
Kai Yang, Haijun Zhang, Dongliang Zhou, Li Dong, Jianghong Ma
IASA: An IoU-aware tracker with adaptive sample assignment. Neural Networks 161 (2023)
Han Yan, Haijun Zhang, Jianyang Shi, Jianghong Ma, Xiaofei Xu
Inspiration Transfer for Intelligent Design: A Generative Adversarial Network With Fashion Attributes Disentanglement. IEEE Trans. Consumer Electron. 69 (4) (2023)
Xiaolei Lu, Jianghong Ma, Haode Zhang
Asymmetric feature interaction for interpreting model predictions. ACL (Findings) (2023)
Tianjun Wei, Jianghong Ma, Tommy W. S. Chow
Collaborative Residual Metric Learning. SIGIR (2023)
Yueyue Yao, Jianghong Ma, Yunming Ye
Regularizing autoencoders with wavelet transform for sequence anomaly detection. Pattern Recognit. 134 (2023)
Han Yan, Haijun Zhang, Jianyang Shi, Jianghong Ma, Xiaofei Xu
Toward Intelligent Fashion Design: A Texture and Shape Disentangled Generative Adversarial Network. ACM Trans. Multim. Comput. Commun. Appl. 19 (3) (2023)
Haijun Zhang, Xiangyu Mu, Han Yan, Lang Ren, Jianghong Ma
A survey of online video advertising. WIREs Data. Mining. Knowl. Discov. 13 (2) (2023)
Tianjun Wei, Tommy W. S. Chow, Jianghong Ma
Modeling Self-Representation Label Correlations for Textual Aspects and Emojis Recommendation. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Dezhao Yang, Jianghong Ma, Shanshan Feng, Haijun Zhang, Zhao Zhang
IDVT: Interest-aware Denoising and View-guided Tuning for Social Recommendation. CoRR (2023)
Tianjun Wei, Jianghong Ma, Tommy W. S. Chow
Collaborative Residual Metric Learning. CoRR (2023)
Tianjun Wei, Jianghong Ma, Tommy W. S. Chow
Fine-tuning Partition-aware Item Similarities for Efficient and Scalable Recommendation. WWW (2023)
Dongliang Zhou, Haijun Zhang, Qun Li, Jianghong Ma, Xiaofei Xu
COutfitGAN: Learning to Synthesize Compatible Outfits Supervised by Silhouette Masks and Fashion Styles. IEEE Trans. Multim. 25 (2023)
Kai Yang, Haijun Zhang, Jianyang Shi, Jianghong Ma
BANDT: A Border-Aware Network With Deformable Transformers for Visual Tracking. IEEE Trans. Consumer Electron. 69 (3) (2023)
Han Yan, Haijun Zhang, Jianyang Shi, Jianghong Ma
Texture Brush for Fashion Inspiration Transfer: A Generative Adversarial Network With Heatmap-Guided Semantic Disentanglement. IEEE Trans. Circuits Syst. Video Technol. 33 (5) (2023)
Dongliang Zhou, Haijun Zhang, Jianghong Ma, Jicong Fan, Zhao Zhang
FCBoost-Net: A Generative Network for Synthesizing Multiple Collocated Outfits via Fashion Compatibility Boosting. ACM Multimedia (2023)
Kangzhe Liu, Jianghong Ma, Shanshan Feng, Haijun Zhang, Zhao Zhang
DRGame: Diversified Recommendation for Multi-category Video Games with Balanced Implicit Preferences. CoRR (2023)
Jianghong Ma, Tommy W. S. Chow
Latent Topic-Aware Multioutput Learning. IEEE Trans. Syst. Man Cybern. Syst. 53 (12) (2023)
Tianjun Wei, Tommy W. S. Chow, Jianghong Ma, Mingbo Zhao
ExpGCN: Review-aware Graph Convolution Network for explainable recommendation. Neural Networks 157 (2023)
Xiaolei Lu, Jianghong Ma, Haode Zhang
Asymmetric feature interaction for interpreting model predictions. CoRR (2023)
Qi Yuan, Lujiao Shao, Xinyu Zhang, Xinrui Yu, Huiyue Sun, Jianghong Ma, Weizhi Meng, Xiao-Zhi Gao, Haijun Zhang
A Collaborators Recommendation Method Based on Multi-feature Fusion. NCAA (1) (2022)
Li Dong, Haijun Zhang, Kai Yang, Dongliang Zhou, Jianyang Shi, Jianghong Ma
Crowd Counting by Using Top-k Relations: A Mixed Ground-Truth CNN Framework. IEEE Trans. Consumer Electron. 68 (3) (2022)
Jianghong Ma, Tommy W. S. Chow, Haijun Zhang
Semantic-Gap-Oriented Feature Selection and Classifier Construction in Multilabel Learning. IEEE Trans. Cybern. 52 (1) (2022)
Tianjun Wei, Jianghong Ma, Tommy W. S. Chow
Efficient and Scalable Recommendation via Item-Item Graph Partitioning. CoRR (2022)
Jianghong Ma, Bernard Chi Yuen Chiu, Tommy W. S. Chow
Multilabel Classification With Group-Based Mapping: A Framework With Local Feature Selection and Local Label Correlation. IEEE Trans. Cybern. 52 (6) (2022)
Jianghong Ma, Tommy W. S. Chow
Topic-Based Instance and Feature Selection in Multilabel Classification. IEEE Trans. Neural Networks Learn. Syst. 33 (1) (2022)
Mingbo Zhao, Shanchuan Gao, Jianghong Ma, Zhao Zhang
Joint clothes image detection and search via anchor free framework. Neural Networks 155 (2022)
Yueyue Yao, Jianghong Ma, Yunming Ye
KfreqGAN: Unsupervised detection of sequence anomaly with adversarial learning and frequency domain information. Knowl. Based Syst. 236 (2022)
Jiaqi Chen, Lujiao Shao, Haibin Zhou, Jianghong Ma, Weizhi Meng, Zenghui Wang, Haijun Zhang
Extracting Key Information from Shopping Receipts by Using Bayesian Deep Learning via Multi-modal Features. NCAA (1) (2022)
Jianghong Ma, Haijun Zhang, Tommy W. S. Chow
Multilabel Classification With Label-Specific Features and Classifiers: A Coarse- and Fine-Tuned Framework. IEEE Trans. Cybern. 51 (2) (2021)
Jianghong Ma, Yang Liu
Latent Topic-Aware Multi-label Classification. ECCV (14) (2020)
Jianghong Ma, Tommy W. S. Chow
Topic-Based Algorithm for Multilabel Learning With Missing Labels. IEEE Trans. Neural Networks Learn. Syst. 30 (7) (2019)
Jianghong Ma, Tommy W. S. Chow
Label-specific feature selection and two-level label recovery for multi-label classification with missing labels. Neural Networks 118 (2019)
Jianghong Ma, Tommy W. S. Chow
Robust non-negative sparse graph for semi-supervised multi-label learning with missing labels. Inf. Sci. 422 (2018)
Tianjun Wu, Jiancheng Luo, Jianwu Fang, Jianghong Ma, Xueli Song
Unsupervised Object-Based Change Detection via a Weibull Mixture Model-Based Binarization for High-Resolution Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 15 (1) (2018)
Jianghong Ma, Zhaoyang Tian, Haijun Zhang, Tommy W. S. Chow
Multi-Label Low-dimensional Embedding with Missing Labels. Knowl. Based Syst. 137 (2017)
Jianghong Ma, Jicong Fan, Wei Wang
Multi-label classification for images with missing labels. INDIN (2017)