Nannan Wang

Nannan Wang
Huashan Distinguished Professor

nnwang xidian.edu.cn

About Me

Nannan Wang

Nannan Wang,Professor. My major research interests focus on computer vision and machine learning, specially for heterogeneous image synthesis and recognition. He have published more than 90 papers on some top-tier journals and conferences such as IEEE TPAMI, IJCV, IEEE TIP, NeurIPS etc.

He and his students have obtained the ACM ICIMCS best student paper award (2016). He has been selected as the Young Elite Program from CAST. He has obtained the excellent PhD. thesis award from CAAI and Shaanxi Government, the First Class Prize for Science and Technology in Shaanxi Province and so on. I obtained my Ph. D degree from Xidian University under the supervisor of Prof. Xinbo Gao, China. He visited University of Technology, Sydnet from Sep. 2011 to Sep. 2013 under the supervisor of Prof. Dacheng Tao.





Credible Artificial Intelligence

  • Explainable Artificial Intelligence (XAI)
  • Learning from noisy lables
  • Learning from noisy lables
  • Cross-modal Learning

Artificial Intelligence Generated Content (AIGC)

  • Multi-modal driven video generation
  • Generated Visual Quality Assessment (GIQA)
  • Neural Style Transfer (NST)
  • Generative Adversarial Networks (GAN), Diffusion Model, Cross-modal Learning

Selected Publications

[DBLP] [Google Scholar]

  • Xiaobo Xia, Bo Han, Nannan Wang, Jiankang Deng, Jiatong Li, Yinian Mao, Tongliang Liu: Extended $T$T: Learning With Mixed Closed-Set and Open-Set Noisy Labels. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3047-3058 (2023)
  • Wangbo Yu, Mingrui Zhu, Nannan Wang, Xiaoyu Wang, Xinbo Gao: An Efficient Transformer Based on Global and Local Self-Attention for Face Photo-Sketch Synthesis. IEEE Trans. Image Process. 32: 483-495 (2023)
  • Yingzhi Tang, Xi Yang, Xinrui Jiang, Nannan Wang, Xinbo Gao: Dually Distribution Pulling Network for Cross-Resolution Person Reidentification. IEEE Trans. Cybern. 52(11): 12016-12027 (2022)
  • Yukai Wang, Chunlei Peng, Decheng Liu, Nannan Wang, Xinbo Gao: ForgeryNIR: Deep Face Forgery and Detection in Near-Infrared Scenario. IEEE Trans. Inf. Forensics Secur. 17: 500-515 (2022)
  • De Cheng, Jingyu Zhou, Nannan Wang, Xinbo Gao: Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id. IEEE Trans. Image Process. 31: 3334-3346 (2022)
  • Hangyu Li, Nannan Wang, Xi Yang, Xinbo Gao: CRS-CONT: A Well-Trained General Encoder for Facial Expression Analysis. IEEE Trans. Image Process. 31: 4637-4650 (2022)
  • Xinpeng Ding, Nannan Wang, Shiwei Zhang, Ziyuan Huang, Xiaomeng Li, Mingqian Tang, Tongliang Liu, Xinbo Gao: Exploring Language Hierarchy for Video Grounding. IEEE Trans. Image Process. 31: 4693-4706 (2022)
  • Mengxu Lu, Zhenxue Chen, Q. M. Jonathan Wu, Nannan Wang, Xuewen Rong, Xinghe Yan: FRNet: Factorized and Regular Blocks Network for Semantic Segmentation in Road Scene. IEEE Trans. Intell. Transp. Syst. 23(4): 3522-3530 (2022)
  • Dawei Zhou, Nannan Wang, Chunlei Peng, Yi Yu, Xi Yang, Xinbo Gao: Towards Multi-Domain Face Synthesis Via Domain-Invariant Representations and Multi-Level Feature Parts. IEEE Trans. Multim. 24: 3469-3479 (2022)
  • Jingwei Xin, Jie Li, Xinrui Jiang, Nannan Wang, Heng Huang, Xinbo Gao: Wavelet-Based Dual Recursive Network for Image Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 33(2): 707-720 (2022)
  • Mingrui Zhu, Jie Li, Nannan Wang, Xinbo Gao: Knowledge Distillation for Face Photo-Sketch Synthesis. IEEE Trans. Neural Networks Learn. Syst. 33(2): 893-906 (2022)
  • Ziyu Wei, Xi Yang, Nannan Wang, Xinbo Gao: Flexible Body Partition-Based Adversarial Learning for Visible Infrared Person Re-Identification. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4676-4687 (2022)
  • Decheng Liu, Xinbo Gao, Chunlei Peng, Nannan Wang, Jie Li: Heterogeneous Face Interpretable Disentangled Representation for Joint Face Recognition and Synthesis. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5611-5625 (2022)
  • Hangyu Li, Nannan Wang, Xi Yang, Xiaoyu Wang, Xinbo Gao: Towards Semi-Supervised Deep Facial Expression Recognition with An Adaptive Confidence Margin. CVPR 2022: 4156-4165
  • Zhaoqing Wang, Qiang Li, Guoxin Zhang, Pengfei Wan, Wen Zheng, Nannan Wang, Mingming Gong, Tongliang Liu: Exploring Set Similarity for Dense Self-supervised Representation Learning. CVPR 2022: 16569-16578
  • De Cheng, Tongliang Liu, Yixiong Ning, Nannan Wang, Bo Han, Gang Niu, Xinbo Gao, Masashi Sugiyama:Instance-Dependent Label-Noise Learning with Manifold-Regularized Transition Matrix Estimation. CVPR 2022: 16609-16618
  • Zhenning Yu, Xin Liu, Yiu-Ming Cheung, Minghang Zhu, Xing Xu, Nannan Wang, Taihao Li: Detach and Enhance: Learning Disentangled Cross-modal Latent Representation for Efficient Face-Voice Association and Matching. ICDM 2022: 648-655
  • Dawei Zhou, Nannan Wang, Xinbo Gao, Bo Han, Xiaoyu Wang, Yibing Zhan, Tongliang Liu: Improving Adversarial Robustness via Mutual Information Estimation. ICML 2022: 27338-27352
  • Dawei Zhou, Nannan Wang, Bo Han, Tongliang Liu: Modeling Adversarial Noise for Adversarial Training. ICML 2022: 27353-27366
  • De Cheng, Yan Li, Dingwen Zhang, Nannan Wang, Xinbo Gao, Jiande Sun: Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction. IJCAI 2022: 848-854
  • Xiaobo Xia, Shuo Shan, Mingming Gong, Nannan Wang, Fei Gao, Haikun Wei, Tongliang Liu: Sample-Efficient Kernel Mean Estimator with Marginalized Corrupted Data. KDD 2022: 2110-2119
  • Kun Cheng, Xiaodong Cun, Yong Zhang, Menghan Xia, Fei Yin, Mingrui Zhu, Xuan Wang, Jue Wang, Nannan Wang: VideoReTalking: Audio-based Lip Synchronization for Talking Head Video Editing In the Wild. SIGGRAPH Asia 2022: 30:1-30:9
  • Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li, Jie Li: A Comprehensive Survey to Face Hallucination. Int. J. Comput. Vis. 106(1): 9-30 (2014)
  • Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li, Jie Li: Transductive Face Sketch-Photo Synthesis. IEEE Trans. Neural Networks Learn. Syst. 24(9): 1364-1376 (2013)
  • Xinbo Gao, Nannan Wang, Dacheng Tao, Xuelong Li: Face Sketch-Photo Synthesis and Retrieval Using Sparse Representation. IEEE Trans. Circuits Syst. Video Technol. 22(8): 1213-1226 (2012)