Shiyuan Huang

Researcher, Amazon

Joined

February 2020

Names

Shiyuan Huang (Preferred)

Emails

****@columbia.edu (Confirmed)

,

****@columbia.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Researcher

Amazon (amazon.com)

2023 – Present

PhD student

Columbia University (columbia.edu)

2018 – 2023

Advisors, Relations & Conflicts

PhD Advisor

2018 – 2023

Expertise

Video understanading

2018 – Present

Few-shot learning

2018 – Present

Computer vision

2018 – Present

Multi-modal learning

2018 – Present

Publications

Wording Image for Domain-Invariant Representation in Domain Generalization
Jiawei Ma, Yulei Niu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection
Jiawei Ma, Yulei Niu, Jincheng Xu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang
- 29 Mar 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection
Jiawei Ma, Yulei Niu, Jincheng Xu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
Supervised Masked Knowledge Distillation for Few-Shot Transformers
Han Lin, Guangxing Han, Jiawei Ma, Shiyuan Huang, Xudong Lin, Shih-Fu Chang
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
TempCLR: Temporal Alignment Representation with Contrastive Learning
Yuncong Yang, Jiawei Ma, Shiyuan Huang, Long Chen, Xudong Lin, Guangxing Han, Shih-Fu Chang
- 31 Dec 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Few-Shot End-to-End Object Detection via Constantly Concentrated Encoding across Heads
Jiawei Ma, Guangxing Han, Shiyuan Huang, Yuncong Yang, Shih-Fu Chang
- 01 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Multimodal Few-Shot Object Detection with Meta-Learning Based Cross-Modal Prompting
Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Rama Chellappa, Shih-Fu Chang
- 01 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Few-shot object detection with fully cross-transformer
Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Shih-Fu Chang
- 01 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
TempCLR: Temporal Alignment Representation with Contrastive Learning
Yuncong Yang, Jiawei Ma, Shiyuan Huang, Long Chen, Xudong Lin, Guangxing Han, Shih-Fu Chang
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Query Adaptive Few-Shot Object Detection With Heterogeneous Graph Convolutional Networks
Guangxing Han, Yicheng He, Shiyuan Huang, Jiawei Ma, Shih-Fu Chang
- 02 Feb 2022 (modified: 17 Nov 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 29 publications

Co-Authors