Zhang Hao


Research Area

  • Visual Abductive Reasoning
  • Situated Reasoning in Real-World Video
  • Video Retrieval and Action Recognition

Award

  • Person-level Action Recognition in Complex Events in ACM MM 2022 Grand Challenge (3rd place in Track 4)

Publications

1. Hao Zhang, Yeo Keat Ee, Basura Fernando. RCA: Region Conditioned Adaptation for Visual Abductive Reasoning. ACM Multimedia. 2024

2. Jinmeng Wu,Chong Cao,Hao Zhang,Basura Fernando, Yanbin Hao and Hanyu Hong. PointTFA: Training-Free Clustering Adaption of Large 3D Point Cloud Models. IJCAI. 2024

3. Hao Zhang, Lechao Cheng, Yanbin Hao, Chong-Wah Ngo. Long-term Leap Attention, Short-term Periodic Shift for Video Classification. ACM Multimedia. 2022

4. Yanbin Hao, Hao Zhang, Chong-Wah Ngo, Xiangnan He. Group Contextualization for Video Recognition. CVPR. 2022

5. Yanbin Hao, Jingru Duan, Hao Zhang, Bin Zhu, Pengyuan Zhou, Xiangnan He. Unsupervised Video Hashing with Multi-granularity Contextualization and Multi-structure Preservation. MM '22: Proceedings of the 30th ACM International Conference on Multimedia. 2022

6. Yi Tan, Yanbin Hao, Hao Zhang, Shuo Wang, Xiangnan He. Hierarchical Hourglass Convolutional Network for Efficient Video Classification. MM '22: Proceedings of the 30th ACM International Conference on Multimedia. 2022

7. Zhicai Wang, Yanbin Hao, Xingyu Gao, Hao Zhang, Shuo Wang, Tingting Mu, Xiangnan He. Parameterization of Cross-token Relations with Relative Positional Encoding for Vision MLP. CVPR. 2022

8. Hao Zhang, Yanbin Hao, Chong-Wah NgoToken Shift Transformer for Video Classification. MM '21: Proceedings of the 29th ACM International Conference on Multimedia. 2021

9. Ning Han, Jingjing Chen, Guangyi Xiao, Hao Zhang, Yawen Zeng, Hao Chen. Fine-grained Cross-modal Alignment Network for Text-Video Retrieval. MM '21: Proceedings of the 29th ACM International Conference on Multimedia. 2021

10. Yanbin Hao, Hao Zhang, Chong-Wah Ngo, Qiang Liu, Xiaojun Hu. Compact Bilinear Augmented Query Structured Attention for Sport Highlights Classification. MM '20: Proceedings of the 28th ACM International Conference on Multimedia. 2020

11. Hao Zhang, Chong-Wah Ngo. A Fine Granularity Object-level Representation for Event Detection and Recounting. IEEE Transactions on Multimedia. 21(6): 1450-1463. 2019

Research Services

  • Reviewer: NeurIPS 2024, ACM Multimedia 2022, 2023 and 2024, ECCV 2024, ACM Trans TOMM 2023, BMVC 2023, CVPR 2022, Neurocomputing 2022, IEEE TMM 2022
  • Technical Program Committee Member: ACM Multimedia 2019 and 2020

A*STAR celebrates International Women's Day

A*STAR Women In Science

From groundbreaking discoveries to cutting-edge research, our researchers are empowering the next generation of female science, technology, engineering and mathematics (STEM) leaders.

Get inspired by our #WomeninSTEM