Yang Cao

Yang Cao 曹洋

Greetings! I'm Yang Cao, a Ph.D. student in HKUST supervised by Prof. Dan Xu.

Before that, I received my Master's Degree from Nankai University, supervised by Prof. Ming-Ming Cheng.

My recent research interests mainly focus on the topics which are interesting and have large application potential in the real world, like 3D vision, open-vocabulary perception and multi-modal learning, etc.

Constructive discussions and cooperations are welcome. Feel free to contact me via email.

Email / CV / Google Scholar / Twitter / Github / ORCID / LinkedIn

Research

3DGS-DET: Empower 3D Gaussian Splatting with Boundary Guidance and Box-Focused Sampling for 3D Object Detection
Yang Cao*, Yuanliang Ju*, Dan Xu.
Arxiv, 2024 ( Top-5 in Hugging Face Daily Papers)
paper / code

CoDAv2: Collaborative Novel Object Discovery and Box-Guided Cross-Modal Alignment for Open-Vocabulary 3D Object Detection
Yang Cao, Yihan Zeng, Hang Xu, Dan Xu.
Arxiv, 2024
paper / talk / code

UNIT: Unifying Image and Text Recognition in One Vision Encoder
Yi Zhu, Yanpeng Zhou, Chunwei Wang, Yang Cao, Jianhua Han, Lu Hou, Hang Xu
NeurIPS, 2024
paper / code

	CoDA: Collaborative Novel Box Discovery and Cross-modal Alignment for Open-vocabulary 3D Object Detection Yang Cao, Yihan Zeng, Hang Xu, Dan Xu. NeurIPS, 2023 paper / openreview / project / talk / code
	FakeMix Augmentation Improves Transparent Object Detection Yang Cao, Zhengqiang Zhang, Enze Xie, Qibin Hou, Kai Zhao, Xiangui Luo, Jian Tuo. Preprint, 2022 paper / code
	Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object Detection Jia-Xing Zhao, Yang Cao, Deng-Ping Fan, Ming-Ming Cheng, Xuan-Yi Li, Le Zhang. CVPR*, 2019 paper / code
	Integral Object Mining via Online Attention Accumulation Peng-Tao Jiang, Qi-Bin Hou, Yang Cao, Ming-Ming Cheng, Yun-Chao Wei, Hong-Kai Xiong ICCV, 2019 paper / code
	EGNet: Edge Guidance Network for Salient Object Detection Jia-Xing Zhao, Jiang-Jiang Liu, Deng-Ping Fan, Yang Cao, Ju-Feng Yang, Ming-Ming Cheng ICCV, 2019 paper / code
	E-measure: Enhanced-alignment Measure for Binary Foreground Map Evaluation Deng-Ping Fan, Cheng Gong, Yang Cao, Bo Ren, Ming-Ming Cheng, Ali Borji IJCAI, 2018 paper / code

Industry

Huya Information Technology Co.,Ltd 2020.07-2022.2, Multimedia Technology Engineer-AI
1.Research: Transparent Object Detection task.
2. Project: Image Super-Resolution. Develop SR models for popular game lives. Provide a live streaming experience in 4K resolution.
3. Project: Model Compression. Compress the SR models for the online deployment to save half of cost.
4. Project: The first SDR2HDR model for LOL game live, applied at the League of Legends 2021 World Championship. Over 4.5 million users utilized my algorithm during the game finals.

Megvii Institute (also known as Face++) 2019.04-2019.07, Research intern
Research: Keypoint-based object detection.

Honours and Awards

National scholarship, National encouragement scholarship, Ministry of Education of the People's Republic of China

Huawei PhD Fellowship, Huawei Noah's Ark Lab

The best freshman award, The S-level award, Huya Information Technoloy

Freshman Scholarship, Gongneng First-class scholarship, Nankai University

The First prize in the 14-th Xidian Huawei Cup ACM/ICPC competition, Huawei Technology

The First prize of the 6-th national college students mathematics preliminary competition, Chinese Mathematical Society

Excellent student, Excellent graduate, Xidian University

Academic Service

Reviewer for TPAMI, TIP, TNNLS, CVPR(2020-2025), ICCV2023, ECCV2024, NeurIPS(2023-2024), ICLR(2023-2025), ICML2024, MM2024, ICRA(2023-2024), etc.
Programme Committee for AAAI2025.

Teaching

Advanced Artificial Intelligence, Teaching Assistant - Fall 2023

Computer Vision, Teaching Assistant - Spring 2023

Thanks for the source codes from Zhenxing, Jon Barron, Aljaž Božič, XINTAO and Ekun.