SUN, Pengzhan 孙鹏展

SUN, Pengzhan
Ph.D. student

Email: pengzhan AT comp DOT nus DOT edu DOT sg

Contact: pengzhansun6 AT gmail DOT com

[Google Scholar]

About Me

I'm currently a Ph.D. student at National University of Singapore from 2024 Spring, a member of CVML@NUS.

I received B.S. degree (with Highest Honor) in Mathematics-Physics Fundamental Science from Yingcai Honors College at University of Electronic Science and Technology of China in 2022, supervised by Prof. Wen Li and Prof. Lixin Duan. I received Master of Computing in Artificial Intelligence from School of Computing, National University of Singapore in 2024, supervised by Prof. Angela Yao.

I focus on problems in machine learning and computer vision, where beautiful theory and practical methodology meet. My current research interests include but are not limited to 1) trustworthy VQA, 2) video understanding, and 3) pose estimation.

Education

	University of Electronic Science and Technology of China (UESTC), China Honours Bachelor Degree in Mathematics-Physics Fundamental Science (AI Specialization). Yingcai Honors College. • Sep. 2018 - Jun. 2022 Lab: Data Intelligence Group Supervisors: Prof. Wen Li and Prof. Lixin Duan Collaborated with Dr. Bo Wu
	King Abdullah University of Science and Technology (KAUST), Saudi Arabia Visiting Student Research Program. Computer, Electrical and Mathematical Sciences and Engineering. • Apr. 2022 - Aug. 2022 Lab: Vision-CAIR Supervisor: Prof. Mohamed Elhoseiny Collaborated with Prof. Li Erran Li
	National University of Singapore (NUS), Singapore Graduate Student (with Dissertation Option). School of Computing. • Aug. 2022 - Jan. 2024 PhD Student. School of Computing. • Jan. 2024 - Present Lab: CVML@NUS Supervisor: Prof. Angela Yao Collaborated with Prof. Linlin Yang and Dr. Junbin Xiao

News

[MAR 2024] Two papers were submitted to ECCV 2024.
[JAN 2024] I was excited to join CVML@NUS as a 2024 Spring PhD student.
[DEC 2023] One paper was accepted by AAAI 2024.
[OCT 2023] One paper was accepted as oral presentation by WACV 2024.
[JUL 2023] One paper was accepted by ICCV 2023.
[APR 2022] I was happy to join Vision-CAIR at King Abdullah University of Science and Technology as a visiting research student, under the supervision of Prof. Mohamed Elhoseiny.
[JUL 2021] My first paper was accepted by ACM MM 2021.
[SEPT 2020] Became a member of Data Intelligence Group, University of Electronic Science and Technology of China, supervised by Prof. Lixin Duan and Prof. Wen Li.

Preprints

Publications

	ImageCaptioner²: Image Captioner for Image Captioning Bias Amplification Assessment Eslam Mohamed Bakr, Pengzhan Sun, Li Erran Li, Mohamed Elhoseiny. AAAI Conference on Artificial Intelligence (AAAI), 2024. [Paper] [Code] [Website]
	Rethinking Visibility in Human Pose Estimation: Occluded Pose Reasoning via Transformers Pengzhan Sun, Kerui Gu, Yunsong Wang, Linlin Yang, Angela Yao. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024 (Oral). [Paper] [Code] [Video]
	HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models Eslam Mohamed Bakr, Pengzhan Sun, Xiaoqian Shen, Faizan Farooq Khan, Li Erran Li, Mohamed Elhoseiny. IEEE International Conference on Computer Vision (ICCV), 2023. [Paper] [Code] [Website]
	Counterfactual Debiasing Inference for Compositional Action Recognition. Pengzhan Sun, Bo Wu, Xunsong Li, Wen Li, Lixin Duan, Chuang Gan. ACM International Conference on Multimedia (ACM MM), 2021. [Paper] [Code] [Poster] [Slideshow]