Jingkang Yang

Mr. Jingkang Yang is currently a PhD student from MMLab@NTU, supervised by Dr. Ziwei Liu. His research interest lies in visual reasoning in the open world. While he sets up PSG project to push visual reasoning, he also focues on OOD detection & generalization to push open-world recognition.

• TEAM LEADER

Yi Zhe Ang

Yi Zhe was a Research Assistant from MMLab@NTU, working on OOD detection and scene graph generation research. Nowadays, he is broadly interested in designing and developing interactive interfaces and data visualizations, and exploring their intersection with machine learning.

• CO-AUTHOR

Zujin Guo

Zujin is a master student at MMLab@NTU. His research interest includes scene graph generation and self-supervised representation learning. Besides making contributions to PSG project, he also spends his time exploring learning powerful audio-visual representations from massive unlabeled videos.

• CO-AUTHOR

Kaiyang Zhou

Wayne Zhang

Ziwei Liu

Zhengyu Wen

Mr. Zhengyu Wen is currently an undergraduate student of Nanyang Technological University, pursuing Bachelar degree in Computer Science. His research interest are scene graph generation and panoptic segmentation.

Liangyu Chen

Liangyu Chen is currently a Research Assistant at MMLab@NTU, supervised by Dr Ziwei Liu. His research lies in generalizable and data-efficient computer vision frameworks for high-level visual recognition or reasoning. He develops data collection pipelines, representations, and models for interactive or assistive AI systems.

Jinghao Wang

Mr. Wang Jinghao is a year-4 computer science student at NTU. His research interests include multimodal learning, image generation, and adversarial attack. He is planning for pursuing a Ph.D. degree in the field of computer vision as he believes that learning the connection between different modalities is a big step for AI to be reasoned.

Zitang Zhou

Miss. Zitang Zhou is currently an final-year undergraduate student at Beijing University of Posts and Telecommunications (BUPT), majoring in Telecommunications Engineering. She plans to pursue a master's degree in Artificial Intelligence. Her main interests are anomaly detection and OOD detection. She helped to inspect the annotation quality of the PSG dataset.

Dejian Zou

Mr. Zou is an undergraduate of Beijing University of Posts and Telecommunications (BUPT), majoring in Telecommunication Engineering with Management. He is planning to study abroad after graduation. His research field includes data analysis and machine learning. He helped to inspect the annotation quality of the PSG dataset.

Pengyun Wang

Mr. Pengyun Wang is an undergraduate at Beijing University of Post and Telecommunications (BUPT) with enthusiasm towards computer science and machine learning. His current interest lies in OOD detection, semantic segmentation on remote sensing images, and 3D generation. He helped to inspect the annotation quality of the PSG dataset.

Wenxuan Peng

Wenxuan Peng is currently an undergraduate at Nanyang Technological University, majoring in computer science. Her research interest covers 2D vision, video scene understanding, and visual reasoning. She helped to annotate part of the PSG validation set and drew the beautiful PSG logo.

Xuyi Meng

Xuyi Meng is an undergraduate at Nanyang Technological University, who is majoring in computer science. Her research interest covers 3D vision, simulation and generation, especially the 3D scene representation. She helped to annotate part of the PSG validation set and finalize anntoation document.