Wenguan Wang's Home Page

ABOUT ME

I am currently a ZJU100 Young Professor at Zhejiang University. 

2022-2023, I was a Lecturer (a.k.a. Assistant Professor) and ARC DECRA Fellow at the ReLER Lab@University of Technology Sydney

2020-2022, I was a Research Fellow, working with Prof. Luc Van Gool in Computer Vision Laboratory @ ETH Zurich.

2018-2019, I was a Research Scientist (2018.08-2019.06) and then a Senior Scientist (2019.06-2019.12) in IIAI

2016-2018, I was a visiting Ph.D. student at Center for Vision, Cognition, Learning and Autonomy of University of California, Los Angeles, under the supervision of Prof. Song-Chun Zhu

2014-2018, I was a Ph.D. student at Beijing Institute of Technology.

Email address:    wenguanwang[dot]ai[at]gmail[dot]com

Other links:          Google Scholar, ResearchGate, GitHub, Linkedin...

I apologize that I am not always able to reply to all messages but you can be sure that your message will catch my eye if you have great research experience.

RESEARCH STATEMENT

My research interests lie in the intersection of computer vision, artificial intelligence, and cognition. The ultimate goal of my research is to develop a machine that can perceive, reason, and plan in real-world scenes like humans

Towards this goal, (1) during my graduate studies, I focused on building a perception model that learns to see the world by making use of large-scale 2D-camera data and mimicking human visual attention mechanism – a critical cognitive perception behavior. (2) After my graduation, I strived to develop a more powerful recognition system that learns to comprehensively understand this structured and human-centric visual world, based on bottom-up and top-down cognitive processing as well as grammar and graph models. (3) More recently, I pursue an explainable and embodied AI machine that is able to actively interact with humans and environments and interpret its inherent decision-making mode, on the basis of classic cognitive theories, including embodied cognition, prototype theory, exemplar-based reasoning, abductive reasoning, and counterfactual thinking.

RESEARCH INTEREST

Workshop & Challenge

Preprints

W. Wang, Y. Yang, Y. Pan, ArXiv, 2024

X. Zhang, Y. Mo, W. Wang, Y. Yang, ArXiv, 2024

G. Chen, W. Wang, ArXiv, 2024

G. Pei, Y. Yao, J. Jiao, W. Wang, L. Nie, J. Tang, ArXiv, 2024

W. Wang, Y. Yang, F. Wu, ArXiv, 2023

Y. Cheng, L. Li, Y. Xu, X. Li, Z. Yang, W. Wang, Y. Yang, ArXiv, 2023

2024

J. Wei*, T. Zhou*, Y. Yang, W. Wang, ECCV, 2024

S. Fan, R. Liu, W. Wang, Y. Yang, ECCV, 2024

X. Kong*, J. Chen*, W. Wang, H. Su, X. Hu, Y. Yang, S. Liu, ECCV, 2024

J. Ma, W. Wang, Y. Yang, F. Zheng, ECCV, 2024

M. Chen, L. Li, W. Wang, R. Quan, Y. Yang, ECCV, 2024

T. Feng, W. Wang, R. Quan, Y. Yang, ECCV, 2024

J. Ma, W. Wang, Y. Yang, F. Zheng, ACL, 2024

Z. Yang, G. Chen, X. Li, W. Wang, Y. Yang, ICML, 2024

D. An, H.Wang, W. Wang, Z. Wang, Y. Huang †, K. He, L. Wang, TPAMI, 2024 

G. Chen, X. Li, Y. Yang, W. Wang, CVPR, 2024 

R. Quan, W. Wang, Z. Tian, F. Ma, Y. Yang, CVPR, 2024 

R. Quan, W. Wang, F. Ma, H. Fan, Y. Yang, CVPR, 2024 

X. Cai, Q. Lai, Y. Wang, W. Wang, Z. Sun, Y. Yao, CVPR, 2024 

J. Yin, R. Chen, W. Li, R. Yang, P. Frossard, J. Shen, W. Wang, CVPR, 2024 (Highlight)

R. Liu, W. Wang, Y. Yang, CVPR, 2024  (Highlight)

Y. Ding, L. Li, W. Wang, Y. Yang, CVPR, 2024 

T. Feng, W. Wang, F. Ma, Y. Yang, CVPR, 2024 

2023

L. Li, J. Wei, W. Wang, Y. Yang, NeurIPS, 2023 

J. Liang, Y. Cui, Q. Wang, T. Geng, W. Wang, D. Liu, NeurIPS, 2023

L. Li, W. Wang, Y. Yang, ICCV, 2023  (Oral)

L. Yang*, L. Li*, X. Xin, Y. Sun, Q. Song, W. Wang, ICCV, 2023  (Oral)

J. Chen, W. Wang, S. Liu, H. Li, Y. Yang, ICCV, 2023 

H. Wang, W. Liang, L. Van Gool, W. Wang, ICCV, 2023 

R. Liu, X. Wang, W. Wang, Y. Yang, ICCV, 2023 

C. Liang, W. Wang, J. Miao, Y. Yang, ICCV, 2023 

T. Feng, W. Wang, X. Wang, Y. Yang, Q. Zheng, ICCV, 2023 

J. Liang, T. Zhou, D. Liu, W. Wang, ICML, 2023 

X. Wang, W. Wang, J. Shao, Y. Yang, CVPR, 2023 

L. Li, W. Wang, T. Zhou, J. Li, Y. Yang, CVPR, 2023

Y. Zhang*, L. Li*, W. Wang, R. Xie, L. Song, W. Zhang, CVPR, 2023

C. Liang, W. Wang, T. Zhou, J. Miao, Y. Luo, Y. Yang, TPAMI, 2023

W. Wang*, C. Han*, T. Zhou*, D. Liu, ICLR, 2023  (Spotlight)

2022

      T. Zhou, F. Porikli, D. Crandall, L. Van Gool, W. Wang. TPAMI, 2022

C. Liang*, W. Wang*, J. Miao, Y. Yang. NeurIPS, 2022  (Spotlight)

H. Wang, W. Liang, L. Van Gool, W. Wang†. NeurIPS, 2022  (Spotlight)

W. Wang*, J. Liang*, D. Liu. NeurIPS, 2022  (Spotlight)

J. Yin, D. Zhou, L. Zhang, J. Fang, C.-Z. Xu, J. Shen, W. Wang. ECCV, 2022 

J. Yin∗, J. Fang∗, D. Zhou, L. Zhang, C.-Z. Xu, J. Shen, W. Wang. ECCV, 2022 

Y. Zhao*, J. Chen*, C. Gao, W. Wang, L. Yang, H. Ren, H. Xia, S. Liu. ACMMM, 2022 (Oral)

      T. Zhou, W. Wang†, E. Konukoglu, L. Van Gool. CVPR, 2022 (Oral)

      L. Li, T. Zhou, W. Wang†, J. Li, Y. Yang. CVPR, 2022 

      H. Wang, W. Liang, J. Shen, L. Van Gool, W. Wang†. CVPR, 2022

      L. Li, T. Zhou, W. Wang†, L. Yang, J. Li,  Yi Yang. CVPR, 2022

      C. Liang, W. Wang, T. Zhou, Y. Yang. CVPR, 2022

2021

      X. Lu, W. Wang†, J. Shen, D. Crandall, L. Van Gool. PAMI, 2021 

      W. Wang*, T. Zhou*, F. Yu, J. Dai, E. Konukoglu, L. Van Gool. ICCV, 2021 (Oral)

      T. Zhou, W. Wang†, S. Liu, Y. Yang, L. Van Gool. CVPR, 2021 (Oral)

      T. Zhou, W. Wang†, Z. Liang, J. Shen. CVPR, 2021 (Oral)

      H. Wang, W. Wang†, W. Liang, C. Xiong, J. Shen. CVPR, 2021

      W. Wang, Q. Lai, H. Fu, J. Shen, H. Ling, R. Yang. PAMI, 2021

2020

      G. Sun, W. Wang†, J. Dai, L. Van Gool. 

     ECCV2020 Oral+ CVPR 2020 LID Workshop Best Paper+ CVPR2020 LID Challenge: Weakly-Supervised Semantic Segmentation Track Winner Solution

      X. Lu, W. Wang†, M. Danelljan, T. Zhou, J. Shen, L. Van Gool. ECCV (Spotlight), 2020

      H. Wang, W. Wang† , T. Shu, W. Liang, and J. Shen. ECCV, 2020

      Q. Meng, W. Wang† , T. Zhou, J. Shen, L. Van Gool and D. Dai. ECCV, 2020

      W. Wang*, H. Zhu*, J. Dai, Y. Pang, J. Shen and L. Shao. CVPR, 2020

     T. Zhou*, W. Wang*,  S. Qi, H. Ling and J. Shen. CVPR, 2020

      (Winners in the 2019 Person in Context (PIC) Challenge: Relation Segmentation Track and Human-Object-Interaction Detection Track at ICCV2019!) 

      X. Lu, W. Wang† , J. Shen, Y.-W. Tai, D. Crandall and S. Hoi. CVPR, 2020

     J. Yin, W. Wang† , Q. Meng, R. Yang and J. Shen. CVPR, 2020

2019

      Y. Wang, W. Wang, W. Liang and L.-F. Yu. SIGGRAPH Asia, 2019 

      W. Wang*, X. Lu*, J. Shen, D. Crandall and L. Shao. ICCV, 2019 (Oral)

      W. Wang*, Z. Zhang*, S. Qi, J. Shen, Y. Pang and L. Shao. ICCV, 2019 

     (3rd palce in the CVPR2019 Look into Person (LIP) Challenge: Single-Person Human Parsing Track)

      L. Fan*, W. Wang*, X. Tang, S. Huang and S.-C. Zhu. ICCV, 2019 

      Z. Shen*, W. Wang*, X. Lu, J. Shen, H. Ling, T. Xu and L. Shao. ICCV, 2019 

      Z. Zheng*, W. Wang*, S. Qi*, and S.-C. Zhu. CVPR, 2019 (Oral)

      W. Wang*, H. Song*, S. Zhao, J. Shen, S. Zhao, S. Hoi, and H. Ling. CVPR, 2019

       X. Lu*, W. Wang*, C. Ma, J. Shen, L. Shao and F. Porikli. CVPR, 2019

       D. Fan, W. Wang, M.-M. Cheng, and J. Shen. CVPR, 2019 (Oral & Best Paper Finalist)

       W. Wang, J. Shen, M.-M. Cheng, and L. Shao. CVPR, 2019

       W. Wang*, S. Zhao*, S. Hoi, J. Shen, and A. Borji. CVPR, 2019

2018


       S. Qi*, W. Wang*, B. Jia, J. Shen, and S.-C. Zhu. ECCV, 2018

       H. Song*, W. Wang*, S. Zhao, J. Shen, and K.-M. Lam. ECCV, 2018

       W. Wang, Y. Xu, J. Shen, and S.-C. Zhu. IEEE CVPR, 2018

      [Leaderboards on DHF1K, Hollywood-2, UCF sports, DIEM, LEDOV datasets]  [Evaluation Code]

       W. Wang, J. Shen, F. Guo, M.-M. Cheng, and A. Borji. CVPR, 2018

       W. Wang, J. Shen and A. Borji. CVPR, 2018

       L. Fan, Y. Chen, P. Wei, W. Wang, and S.-C. Zhu. CVPR, 2018

        H.-S. Fang*, Y. Xu*, W. Wang*, X. Liu, and S.-C. Zhu. AAAI, 2018 (Oral)

        W. Wang, J. Shen, and L. Shao. IEEE TIP, 2018

        W. Wang, and J. Shen. IEEE TIP, 2018 

2017


        W. Wang, J. Shen, R. Yang, and F. Porikli. IEEE TPAMI, 2017 

        W. Wang, and J. Shen. ICCV, 2017

        W. Wang, J. Shen, J. Xie, and F. Porikli. ICCV, 2017

        W. Wang, J. Shen, and F. Porikli. IEEE TIP, 2017

        W. Wang, J. Shen, H. Sun, and L. Shao. IEEE TCSVT, 2017 

2016

        J. Shen, X. Hao, Z. Liang, Y. Liu, W. Wang, and L. Shao.  IEEE TIP, 2016 

        W. Wang, J. Shen, Y. Yu, and K.-L. Ma. IEEE TVCG, 2016

       W. Wang, J. Shen, L. Shao, and F. Porikli. IEEE TIP, 2016

        W. Wang and J. Shen. IEEE TMM, 2016

2015 and Before


        W. Wang, J. Shen, and F. Porikli.  CVPR, 2015

        W. Wang, J. Shen, and L. Shao. IEEE TIP, 2015

        W. Wang, J. Shen, X. Li, and F. Porikli. IEEE TIP, 2015