Haochen Wang Institute of Automation, Chinese Academy of Sciences Beijing, 100190, P.R.China Email: wanghaochen2022[at]ia.ac.cn [Github] [Google Scholar]

Biography

Haochen Wang is currently a third year Ph.D. student at the Center for Research on Intelligent Perception and Computing, State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, under the supervision of Prof. Zhaoxiang Zhang. Before that, he got his Bachelor's degree from the School of Mechanical Engineering, Shanghai Jiao Tong University at June 2022.

His research focuses on computer vision and pattern recognition, particularly on the following topics:

• Large Multimodal Models
• Label-Efficient Learning
• Unsupervised Visual Representation Learning

News

10/2024	One paper is submitted to ICLR 2025.
10/2024	Two papers are accepted by IJCV!
09/2023	One paper is accepted by NeurIPS 2023!
02/2023	Two papers are accepted by CVPR 2023!
09/2022	One paper is accepted by NeurIPS 2022!
06/2022	Join Megvii as a research intern.
03/2022	One paper is accepted by CVPR 2022!
06/2021	Join SenseTime as a research intern.

Publications

	Reconstructive Visual Instruction Tuning Haochen Wang, Anlin Zheng, Yucheng Zhao, Tiancai Wang, Zheng Ge, Xiangyu Zhang Zhaoxiang Zhang [Paper] [Code (Coming Soon)]
	DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions Haochen Wang, Junsong Fan, Yuxi Wang, Kaiyou Song, Tong Wang, Zhaoxiang Zhang [Paper (NeurIPS 2023)] [Code]
	Hard Patches Mining for Masked Image Modeling Haochen Wang, Kaiyou Song, Junsong Fan, Yuxi Wang, Jin Xie, Zhaoxiang Zhang [Paper (CVPR 2023)] [Code]
	Pulling Target to Source: A New Perspective on Domain Adaptive Semantic Segmentation Haochen Wang, Yujun Shen, Jingjing Fei, Wei Li, Liwei Wu, Yuxi Wang, Zhaoxiang Zhang [Paper (IJCV)] [Code]
	Using Unreliable Pseudo-Labels for Label-Efficient Semantic Segmentation Haochen Wang, Yuchao Wang, Yujun Shen, Junsong Fan, Yuxi Wang, Zhaoxiang Zhang [Paper (IJCV)] [Code]
	Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels Yuchao Wang*, Haochen Wang*, Yujun Shen, Jingjing Fei, Wei Li, Guoqiang Jin, Liwei Wu, Rui Zhao, Xinyi Le [Paper (CVPR 2022)] [Code]

	Balancing Logit Variation for Long-tailed Semantic Segmentation Yuchao Wang, Jingjing Fei, Haochen Wang, Wei Li, Tianpeng Bao, Liwei Wu, Rui Zhao, Yujun Shen [Paper (CVPR 2023)] [Code]
	Learning from Future: A Novel Self-Training Framework for Semantic Segmentation Ye Du, Yujun Shen, Haochen Wang, Jingjing Fei, Wei Li, Liwei Wu, Rui Zhao, Zehua Fu, Qingjie Liu [Paper (NeurIPS 2022)] [Code]

Experiences

09/2023 - Present	Research intern at Megvii under the supervision of Tiancai Wang and Xiangyu Zhang.
06/2022 - 09/2022	Research intern at Megvii under the supervision of Kaiyou Song.
06/2021 - 04/2022	Research intern at SenseTime under the supervision of Liwei Wu and Rui Zhao.

Academic Service

Conference Reviewer:

• IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, 2024
• IEEE/CVF International Conference on Computer Vision (ICCV), 2023
• European Conference on Computer Vision (ECCV), 2024
• Conference on Neural Information Processing Systems (NeurIPS), 2023, 2024
• International Conference on Learning Representations (ICLR), 2024, 2025
• International Conference on Machine Learning (ICML), 2024
• AAAI Conference on Artificial Intelligence (AAAI), 2025

Journal Reviewer:

• IEEE Transactions on Multimedia (TMM)
• IEEE Transactions on Neural Networks and Learning Systems (TNNLS)

Awards

04/2022	Shanghai Outstanding Graduates (top 0.5%)
12/2021	China National Scholarship (top 0.2%)
04/2021	Outstanding Winner of Mathematical Contest in Modeling (top 0.1%)
04/2021	Tyacht Scholarship (top 2%)
11/2020	Second Price in China National Mathematical Contest in Modeling
01/2020	Tang Lixin Scholarship (top 1%)
12/2017	Second Price in National Olympiad in Informatics in Zhejiang Province