shen zhiqi

Shen Zhiqi

PhD Candicate of NUS

I am currently a fourth-year Ph.D. student at the School of Computing (SoC), National University of Singapore (NUS), supervised by Prof. Mohan Kankanhalli. Before my study, I worked as a research assistant in the Institute for Infocomm Research (I2R), part of Singapore's Agency for Science, Technology, and Research (A*STAR), supervised by Dr. Tian-tsong Ng. My research interest lies in multimedia, computer vision, machine learning and visual privacy.

Email: e0338271@u.nus.edu
[Google Scholar]

Publications

  • S. Fan*, Z. Shen* (equal authorship), M. Jiang, B. Koenig, M. Kankanhalli, Q. Zhao, "Effects of Visual Sentiment on Human Attention", IEEE Transactions on Pattern Analysis andMachine Intelligence (PAMI, under major revison), 2021.
  • S. Wu, S. Fan, Z. Shen, M. Kankanhalli, A. Tung, "Who You Are Decides How You Tell". ACM Multimedia Conference (ACMMM), 2020.
  • Z. Shen, M. Habibi, S. Fan, M. Kankanhalli, "MediaEval 2020: Maintaining Human-Imperceptibility of Image Adversarial Attack by using Human-Aware Sensitivity Map" (Mediaeval workshop) 2020.
  • S. Fan, Z. Shen, B. Koenig, T.-T. Ng, M. Kankanhalli, "When and Why Static Images Are More Effective Than Videos". IEEE Transactions on Affective Computing (TAC), 2020.
  • Z. Shen, S. Fan, Y. Wong, T.-T. Ng and M. Kankanhalli, "Human-imperceptible Privacy Protection Against Machines". ACM Multimedia Conference (ACMMM), 2019. [Project website] (Oral, Best Student Paper)
  • X. Chen, Tam V. Nguyen, Z. Shen and M. Kankanhalli, "LiveSense: Contextual Advertising in Live Streaming Videos". ACM Multimedia Conference (ACMMM), 2019. (Oral)
  • M. Cordel, S. Fan, Z. Shen and M. Kankanhalli, "Emotion-Aware Human Attention Prediction". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
  • S. Fan, Z. Shen, M. Jiang, B. Koenig, J. Xu, M. Kankanhali, Q.Zhao, "Emotional Attention: A Study of Image Sentiment and Visual Attention", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 [Project website](Spotlight, acceptance rate: 6.6%).
  • S. Fan, M. Jiang, Z. Shen, B. Koenig, M. Kankanhali, Q.Zhao, "The Role of Visual Attention in Sentiment Prediction", ACM Multimedia Conference (ACMMM), Mountain View, CA, USA, 2017. [Project website]
  • M. Jiang, Z. Shen, S. Fan, Q. Zhao. "SALICON: A Web Platform for Crowdsourcing Behavioral Experiments". Journal of Vision (JOV), August 2017, vol. 17.
  • S. Fan, T.-T. Ng, B. Koenig, J. Herberg, M. Jiang, Z. Shen, Q.Zhao. "Image Visual Realism: From Human Perception to Machine Computation", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2017. [Project website]