Publications

Selected Publications

• Zhi Lu, Yang Hu, Cong Yu, Yan Chen, Bing Zeng. Learning Fashion Compatibility with Context Conditioning Embedding. To appear in IEEE Transactions on Multimedia.

•  Zhi Lu, Yang Hu, Yan Chen, Yunchao Jiang, Bing Zeng. Personalized Fashion Recommendation with Discrete Content-based Tensor Factorization. To appear in IEEE Transactions on Multimedia.

• Zhi Wu, Dongheng Zhang, Chunyang Xie, Cong Yu, Jinbo Chen, Yang Hu, Yan Chen. RFMask: A Simple Baseline for Human Silhouette Segmentation with Radio Signals. To appear in IEEE Transactions on Multimedia.

• Cong Yu, Zhi Wu, Dongheng Zhang, Zhi Lu, Yang Hu, Yan Chen. RFGAN: RF-Based Human Synthesis. To appear in IEEE Transactions on Multimedia.

• Chengrun Qiu, Dongheng Zhang, Yang Hu, Houqiang Li, Qibin Sun, Yan Chen. Radio-Assisted Human Detection. To appear in IEEE Transactions on Multimedia.

• Ruixu Geng, Yang Hu, Yan Chen. Recent Advances on Non-Line-of-Sight Imaging: Conventional Physical Models, Deep Learning, and New Scenes. To appear in APSIPA Transactions on Signal and Information Processing.

• Ruiyuan Song, Dongheng Zhang, Zhi Wu, Cong Yu, Chunyang Xie, Shuai Yang, Yang Hu, Yan Chen. RF-URL: Unsupervised Representation Learning for RF Sensing. In MOBICOM, 2022.

• Chunyang Xie, Dongheng Zhang, Yang Hu, Yan Chen. Hierarchical Dynamic Programming Module for Human Pose Refinement. IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no. 9, pp. 6214 – 6226, 2022.

• Ruixu Geng, Yang Hu, Zhi Lu, Cong Yu, Houqiang Li, Hengyu Zhang, Yan Chen. Passive Non-Line-of-Sight Imaging Using Optimal Transport. IEEE Transactions on Image Processing, vol. 31, pp. 110-124, 2021.

• Dongheng Zhang, Yang Hu, Yan Chen. MTrack: Tracking Multi-Person Moving Trajectories and Vital Signs with Radio Signals. IEEE Internet of Things Journal, vol. 8, no. 5, pp. 3904-3914, 2021.

• Zhi Lu, Yang Hu, Yan Chen, Bing Zeng. Personalized Outfit Recommendation with Learnable Anchors. In CVPR, 2021.

• Zhi Lu, Yang Hu, Yunchao Jiang, Yan Chen, Bing Zeng. Learning Binary Code for Personalized Fashion Recommendation. In CVPR, 2019.

• Cong Yu, Yang Hu, Yan Chen, Bing Zeng. Personalized Fashion Design. In ICCV, 2019.

• Zhi Lu, Yang Hu, Bing Zeng. Sampling for Approximate Maximum Search in Factorized Tensor. In IJCAI, 2017.

• Yang Hu, Xi Yi, Larry S. Davis. Collaborative Fashion Recommendation: A Functional Tensor Factorization Approach. In ACM Multimedia, 2015.

• Yang Hu, Yangmuzi Zhang, Larry S. Davis. Unsupervised Abnormal Crowd Activity Detection Using Semiparametric Scan Statistic. In CVPR Workshops, 2013.

• Yang Hu, Mingjing Li, Nenghai Yu. Multiple-Instance Ranking: Learning to Rank Images for Image Retrieval. In CVPR, 2008.

• Yang Hu, Jingdong Wang, Nenghai Yu, Xian-Sheng Hua. Maximum Margin Clustering with Pairwise Constraints. In ICDM, 2008.