Huabin Liu

Researcher, Ant Group

Joined

February 2020

Names

Huabin Liu (Preferred)

Emails

****@sjtu.edu.cn (Confirmed)

****@antgroup.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Ant Group (antgroup.com)

2025 – Present

PhD student

Shanghai Jiao Tong University (sjtu.edu.cn)

2019 – 2025

Undergrad student

Xidian University (xidian.edu.cn)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Weiyao Lin

2019 – Present

Coauthor

Cees G. M. Snoek

2024 – 2025

Coauthor

Filip Ilievski

2024 – 2025

Expertise

video reasoning

2024 – Present

dense video captioning

2023 – 2024

few-shot video action recognition

2021 – 2023

fine-grained image recognition

2019 – 2020

Publications

MECD+: Unlocking Event-Level Causal Graph Discovery for Video Reasoning
Tieyuan Chen, Huabin Liu, Yi Wang, Yihang Chen, Tianyao He, Chaofan Gan, Huanyu He, Weiyao Lin
- TPAMI (IEEE Transactions on Pattern Analysis and Machine Intelligence)
- Readers: Everyone
DIBS: Enhancing Dense Video Captioning with Unlabeled Videos via Pseudo Boundary Enrichment and Online Refinement
Hao Wu, Huabin Liu, Yu Qiao, Xiao Sun
- OpenReview Archive Direct Upload
- Readers: Everyone
MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning
Tieyuan Chen, Huabin Liu, Tianyao He, Yihang Chen, Chaofan Gan, Xiao Ma, Cheng Zhong, Yang Zhang, Yingxue Wang, Hui Lin, Weiyao Lin
- NeurIPS 2024 spotlight
- Readers: Everyone
Scene Graph Lossless Compression with Adaptive Prediction for Objects and Relations
Yufeng Zhang, Weiyao Lin, Wenrui Dai, Huabin Liu, Hongkai Xiong
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Learning Scale-Consistent Attention Part Network for Fine-Grained Image Recognition
Huabin Liu, Jianguo Li, Dian Li, John See, Weiyao Lin
- 2022 (modified: 10 Nov 2022)
- IEEE Trans. Multim. 2022
- Readers: Everyone
TA2N: Two-Stage Action Alignment Network for Few-Shot Action Recognition
Shuyuan Li, Huabin Liu, Rui Qian, Yuxi Li, John See, Mengjuan Fei, Xiaoyuan Yu, Weiyao Lin
- 2022 (modified: 16 Nov 2022)
- AAAI 2022
- Readers: Everyone
Task-adaptive Spatial-Temporal Video Sampler for Few-shot Action Recognition
Huabin Liu, Weixian Lv, John See, Weiyao Lin
- 2022 (modified: 15 Apr 2023)
- ACM Multimedia 2022
- Readers: Everyone
Speed up Object Detection on Gigapixel-level Images with Patch Arrangement
Jiahao Fan, Huabin Liu, Wenjie Yang, John See, Aixin Zhang, Weiyao Lin
- 2022 (modified: 15 Apr 2023)
- CVPR 2022
- Readers: Everyone
Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization
Rui Qian, Yuxi Li, Huabin Liu, John See, Shuangrui Ding, Xian Liu, Dian Li, Weiyao Lin
- 2021 (modified: 10 Nov 2022)
- ICCV 2021
- Readers: Everyone
Temporal Alignment via Event Boundary for Few-shot Action Recongnition
Shuyuan Li, Huabin Liu, Mengjuan Fei, Xiaoyuan Yu, Weiyao Lin
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- BMVC 2021
- Readers: Everyone

View all 11 publications

Co-Authors

View all 38 co-authors