Ju He

Researcher, Frontier AI & Robotics, Amazon

Joined

May 2021

Names

Ju He (Preferred)

Emails

****@jhu.edu (Confirmed)

****@jh.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

Frontier AI & Robotics, Amazon (amazon.com)

2025 – Present

Researcher

Seed, ByteDance (bytedance.com)

2024 – 2025

PhD student

Johns Hopkins University (jhu.edu)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Alan L. Yuille

2020 – 2024

Expertise

Image Generative Models

2024 – Present

Image Tokenization

2024 – Present

Segmentation

2022 – Present

Publications

ReVision: Refining Video Diffusion with Explicit 3D Motion Modeling
Qihao Liu, Ju He, Qihang Yu, Liang-Chieh Chen, Alan Yuille
- Accepted by TMLR
- Readers: Everyone
Dictionary-based Framework for Interpretable and Consistent Object Parsing
Tiezheng Zhang, Qihang Yu, Alan Yuille, Ju He
- VisCon 2025 Poster
- Readers: Everyone
FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching
Sucheng Ren, Qihang Yu, Ju He, Xiaohui Shen, Alan Yuille, Liang-Chieh Chen
- ICML 2025 poster
- Readers: Everyone
DSPart: A Large-scale Diffusion-generated Synthetic Dataset with Annotations from 3D Parts
Jiawei Peng, Yining Sun, Ju He, Jieneng Chen, Prakhar Kaushik, Wufei Ma, Yi Zhang, Jiahao Wang, Angtian Wang, Xiaoding Yuan, Qihao Liu, Adam Kortylewski, Yaoyao Liu, Alan Yuille
- Submitted to ICLR 2025
- Readers: Everyone
Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models and Time-Dependent Layer Normalization
Qihao Liu, Zhanpeng Zeng, Ju He, Qihang Yu, Xiaohui Shen, Liang-Chieh Chen
- NeurIPS 2024 poster
- Readers: Everyone
Efficient Large Multi-modal Models via Visual Context Compression
Jieneng Chen, Luoxin Ye, Ju He, Zhao-Yang Wang, Daniel Khashabi, Alan Yuille
- NeurIPS 2024 poster
- Readers: Everyone
A Simple Video Segmenter by Tracking Objects Along Axial Trajectories
Ju He, Qihang Yu, Inkyu Shin, Xueqing Deng, Alan Yuille, Xiaohui Shen, Liang-Chieh Chen
- Accepted by TMLR
- Readers: Everyone
Compositor: Bottom-Up Clustering and Compositing for Robust Part and Object Segmentation
Ju He, Jieneng Chen, Mingxian Lin, Qihang Yu, Alan Yuille
- 05 Nov 2023 (modified: 18 Feb 2024)
- OpenReview Archive Direct Upload
- Readers: Everyone
MaXTron: Mask Transformer with Trajectory Attention for Video Panoptic Segmentation
Ju He, Qihang Yu, Inkyu Shin, Xueqing Deng, Alan Yuille, Xiaohui Shen, Liang-Chieh Chen
- Submitted to ICLR 2024
- Readers: Everyone
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP
Qihang Yu, Ju He, Xueqing Deng, Xiaohui Shen, Liang-Chieh Chen
- NeurIPS 2023 poster
- Readers: Everyone

View all 11 publications

Co-Authors

View all 29 co-authors