Na Zheng, 郑娜 Research Fellow Grab-NUS AI Lab, National University of Singapore E-mail: zhengnagrape@gmail.com Research Area: Multimedia, Computer Vision

Biography

Na Zheng is a Research Fellow in Grab-NUS AI Lab, National University of Singapore, under the supervision of Prof. Roger Zimmermann. She received Ph.D degree in Department of Computer Science and Technology at Shandong University, under the supervision of Prof. Liqiang Nie and Prof. Xuemeng Song. She was Visiting Scholar of Computer Science at Texas State University, in 2019-2020, under the supervision of Dr. Yan Yan. She received her M.S. in Computer Science at Central South University. Her research interests are fashion anaysis and video understanding.

Publications

Collocation and Try-On: Whether an Outfit is Compatible . Na Zheng, Xuemeng Song, Qingying Niu, Xue Dong, Yibing Zhan and Liqiang Nie. In ACM MM, 2021, Oral (8.8%). Pdf   Code Virtually Trying on New Clothing with Arbitrary Poses . Na Zheng, Xuemeng Song, Zhaozheng Chen, Linmei Hu, Da Cao and Liqiang Nie. In ACM MM, 2019, Oral (8.5%). Pdf   Code Egocentric Early Action Prediction via Adversarial Knowledge Distillation. Na Zheng, Xuemeng Song, Tianyu Su, Yifeng Liu, Yan Yan, Liqiang Nie. In ACM TOMM, 2022 TryonCM2: Try-on-enhanced Fashion Compatibility Modeling Framework. Xue Dong , Xuemeng Song , Na Zheng , Jianlong Wu , Hongjun Dai , Liqiang Nie. In IEEE TNNLS, 2022 Dual Preference Distribution Learning for Item Recommendation. Xue Dong , Xuemeng Song , Na Zheng , Yinwei Wei , Zhongzhou Zhao. In ACM TOIS, 2022 Complementary Factorization towards Outfit Compatibility Modeling. Tianyu Su, Xuemeng Song, Na Zheng, Weili Guan, Yan Li and Liqiang Nie. In ACM MM, 2021.