Jie Liu

Joined

March 2022

Names

Jie Liu (Preferred)

Emails

****@uva.nl (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

PhD student

Informationtics Institute, University of Amsterdam (uva.nl)

2021 – 2025

MS student

Mechanical Engineering, Northeastern University (neu.edu)

2018 – 2021

Advisors, Relations & Conflicts

Coauthor

Pan Zhou

2024 – 2025

PhD Advisor

Efstratios Gavves

2021 – 2025

PhD Advisor

Jan-Jakob Sonke

2021 – 2025

Expertise

vision-language models

2025 – Present

Embodied Agent

2024 – Present

Interactive Segmentation

2023 – Present

Few-shot Segmentation

2021 – 2025

Publications

Towards Uniformity and Alignment for Multimodal Representation Learning
Wenzhe Yin, Pan Zhou, Zehao Xiao, Jie Liu, Shujian Yu, Jan-Jakob Sonke, Stratis Gavves
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes
Jie Liu, Pan Zhou, Zehao Xiao, Jiayi Shen, Wenzhe Yin, Jan-Jakob Sonke, Efstratios Gavves
- ICML 2025 poster
- Readers: Everyone
CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation
Jie Liu, Pan Zhou, Yingjun Du, Ah-Hwee Tan, Cees G. M. Snoek, Jan-Jakob Sonke, Efstratios Gavves
- ICLR 2025 Poster
- Readers: Everyone
Domain Adaptation with Cauchy-Schwarz Divergence
Wenzhe Yin, Shujian Yu, Yicong Lin, Jie Liu, Jan-Jakob Sonke, Stratis Gavves
- UAI 2024 poster
- Readers: Everyone
Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation
Jie Liu
- 02 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Scale-aware graph neural network for few-shot semantic segmentation
Jie Liu
- 02 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Memory-Augmented Variational Adaptation for Online Few-Shot Segmentation
Jie Liu, Yingjun Du, Zehao Xiao, Cees G. M. Snoek, Jan-jakob Sonke, Efstratios Gavves
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone

Jie Liu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Towards Uniformity and Alignment for Multimodal Representation Learning

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes

CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation

Domain Adaptation with Cauchy-Schwarz Divergence

Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation

Scale-aware graph neural network for few-shot semantic segmentation

Memory-Augmented Variational Adaptation for Online Few-Shot Segmentation

Co-Authors