Wenxuan Peng

I am a first-year CS PhD student at Cornell University, supervised by Prof. Bharath Hariharan. I am also collaborating with Prof. Hadar Averbuch-Elor. Before that, I obtained my Bachelor’s degree in Computer Science from Nanyang Technological University in Singapore. I've had the opportunity to dive into research at MMLab@NTU, guided by Prof. Ziwei Liu. I was also fortunate to collaborate with Prof. Jean Oh and Prof. Deva Ramanan as a research intern at Carnegie Mellon University.

Research

My research interests lie in the area of generative models, multi-modal vision-language models, and human interactions.

	NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples Baiqi Li, Zhiqiu Lin, Wenxuan Peng, Jean de Dieu Nyandwi, Zixian Ma, Simran Khanuja, Ranjay Krishna, Graham Neubig, Deva Ramanan (: equal contribution) NeurIPS D&B*, 2024 project page / paper / code
	Personalized Comic Story Generation Wenxuan Peng, Peter Schaldenbrand, Jean Oh, NeurIPS Workshop on Machine Learning for Creativity and Design, 2023 (Spotlight) paper
	Panoptic Video Scene Graph Generation Jingkang Yang, Wenxuan Peng, Xiangtai Li, Zujin Guo, Liangyu Chen, Bo Li, Zheng Ma, Kaiyang Zhou, Wayne Zhang, Chen Change Loy, Ziwei Liu, CVPR, 2023 project page / paper / code
	4D Panoptic Scene Graph Generation Jingkang Yang, Jun Cen, Wenxuan Peng, Shuai Liu, Fangzhou Hong, Xiangtai Li, Kaiyang Zhou, Qifeng Chen, Ziwei Liu, NeurIPS, 2023 (Spotlight) paper / code

Education
	Nanyang Technological University (NTU), Singapore B.E. in Computer Science Aug. 2020 - May. 2024
	National University of Singapore (NUS), Singapore SUSEP Exchange Programme Aug. 2021 - Dec. 2021

Experiences
	Carnegie Mellon University Robotics Institute Summer Scholar May.2023 - Jul.2023 Advisor: Prof. Jean Oh
	ByteDance, Singapore Computer Vision Engineer May.2022 - Jul.2022
	MMLab, NTU Undergraduate Researcher Aug.2021 - May.2024 Advisor: Prof. Ziwei Liu

[2021-2023] Dean's List (Top 5%), School of Computer Science and Engineering, Nanyang Technological University

[2019-2024] Science & Engineering Full Scholarship, Ministry of Education, Singapore