I am currently an Associate Professor at School of Computer Science and Information Engineering, Hefei University of Technology. I received my Bachelor’s degree from Sun Yat-sen University in 2018 and my PhD degree from Institute of Information Engineering, Chinese Academy of Sciences in 2024, supervised by Prof. Jizhong Han. I was also co-supervised by Prof. Si Liu leading the ColaLab at Beihang University from 2018 to 2024. I have published more than 20 papers in cutting-edge international conferences and journals, including TPAMI, TIP, CVPR, ECCV, ACM MM, etc. I have been awarded the Special Prize of President Scholarship for Postgraduate Students of Chinese Academy of Sciences in 2023 and the Best Paper Runner-Up of PRCV 2020. I have worked as a research intern at SenseTime and Meituan, and have been a reviewer for top conferences and journals. My research interest includes computer vision and multimedia analysis, focusing on multimodal visual perception.
🔥 News
- 2024.10: 🎉🎉 One paper is accepted by TPAMI 2024.
- 2024.07: 🎉🎉 One paper is accepted by ACM MM 2024.
- 2024.07: 🎉🎉 One paper is accepted by CVIU 2024.
📝 Selected Publications
RGB-T Tracking with Template-Bridged Search Interaction and Target-Preserved Template Updating. Bo Li, Fengguang Peng, Tianrui Hui, Xiaoming Wei, Xiaolin Wei, Lijun Zhang, Hang Shi, Si Liu. TPAMI 2024.
Unleashing the Temporal-Spatial Reasoning Capacity of GPT for Training-Free Audio and Language Referenced Video Object Segmentation. Shaofei Huang, Rui Ling, Hongyu Li, Tianrui Hui, Zongheng Tang, Xiaoming Wei, Jizhong Han, Si Liu. arXiv 2024.
Dynamic Prompting of Frozen Text-to-Image Diffusion Models for Panoptic Narrative Grounding. Hongyu Li*, Tianrui Hui*, Zihan Ding, Jing Zhang, Bin Ma, Xiaoming Wei, Jizhong Han, Si Liu. ACM MM 2024. (* Equal Contribution)
MI$^3$C: Mining Intra-and Inter-Image Context for Person Search. Zongheng Tang, Yulu Gao, Tianrui Hui#, Fengguang Peng, Si Liu. PR 2024. (# Corresponding Author)
Modality adaptation via feature difference learning for depth human parsing. Shaofei Huang, Tianrui Hui#, Yue Gong, Fengguang Peng, Yuqiang Fang, Jingwei Wang, Bin Ma, Xiaoming Wei, Jizhong Han. CVIU 2024. (# Corresponding Author)
Language-Aware Spatial-Temporal Collaboration for Referring Video Segmentation. Tianrui Hui, Si Liu, Zihan Ding, Shaofei Huang, Guanbin Li, Wenguan Wang, Luoqi Liu, Jizhong Han. TPAMI 2023.
Bridging Search Region Interaction with Template for RGB-T Tracking. Tianrui Hui, Zizheng Xun, Fengguang Peng, Junshi Huang, Xiaoming Wei, Xiaolin Wei, Jiao Dai, Jizhong Han, Si Liu. CVPR 2023.
Enriching Phrases with Coupled Pixel and Object Contexts for Panoptic Narrative Grounding. Tianrui Hui, Zihan Ding, Junshi Huang, Xiaoming Wei, Xiaolin Wei, Jiao Dai, Jizhong Han, Si Liu. IJCAI 2023.
Cross-Modal Progressive Comprehension for Referring Segmentation. Si Liu, Tianrui Hui, Shaofei Huang, Yunchao Wei, Bo Li, Guanbin Li. TPAMI 2022.
Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation. Zihan Ding, Tianrui Hui, Junshi Huang, Xiaoming Wei, Jizhong Han, Si Liu. CVPR 2022.
PPMN: Pixel-Phrase Matching Network for One-Stage Panoptic Narrative Grounding. Zihan Ding, Zi-han Ding, Tianrui Hui#, Junshi Huang, Xiaoming Wei, Xiaolin Wei, Si Liu. ACM MM 2022. (# Corresponding Author)
Collaborative Spatial-Temporal Modeling for Language-Queried Video Actor Segmentation. Tianrui Hui*, Shaofei Huang*, Si Liu, Zihan Ding, Guanbin Li, Wenguan Wang, Jizhong Han, Fei Wang. CVPR 2021. (* Equal Contribution)
Linguistic Structure Guided Context Modeling for Referring Image Segmentation. Tianrui Hui, Si Liu, Shaofei Huang, Guanbin Li, Sansi Yu, Faxi Zhang, Jizhong Han. ECCV 2020.
Referring Image Segmentation via Cross-Modal Progressive Comprehension. Shaofei Huang*, Tianrui Hui*, Si Liu, Guanbin Li, Yunchao Wei, Jizhong Han, Luoqi Liu, Bo Li. CVPR 2020. (* Equal Contribution)
Cross-Modal Omni Interaction Modeling for Phrase Grounding. Tianyu Yu*, Tianrui Hui*, Zhihao Yu, Yue Liao, Sansi Yu, Faxi Zhang, Si Liu. ACM MM 2020. (* Equal Contribution)
🎖 Honors and Awards
- 2023.07 Special Prize of President Scholarship for Postgraduate Students of Chinese Academy of Sciences. (60 students in CAS that year)
- 2021.06 Outstanding Student of University of Chinese Academy of Sciences.
- 2020.10 Best Paper Runner-Up of PRCV 2020.
📖 Educations
- 2021.09 - 2024.06, PhD, Institute of Information Engineering, Chinese Academy of Sciences, Beijing.
- 2018.09 - 2021.06, MEng, Institute of Information Engineering, Chinese Academy of Sciences, Beijing.
- 2014.08 - 2018.06, BEng, School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou.