Junzhe Lu

News

2026.04Seed3D 2.0 released by ByteDance Seed.
2026.01ViMoGen and EchoMotion accepted to ICLR 2026.
2025.10Our paper on consistency models was published in IEEE TAI.
2025.08Started as a 3D Foundation Model Algorithm Intern at ByteDance Seed.
2025.07NOVA3D selected as an ICME 2025 Best Paper Candidate (15/3737).
2025.06DPoser-X accepted to ICCV 2025 as an Oral (64/11,239).

Publications

Manuscripts & Technical Reports

Artiverse

Artiverse: A Holistic Ecosystem for Open-World 3D Articulation Modeling and Functionalization

Junzhe Lu, Jing Lin, Ziang Cao, Haoqian Wang, Ziwei Liu, Jianfeng Zhang

SIGGRAPH Asia 2026Under Review

Seed3D 2.0: Advancing High-Fidelity Simulation-Ready 3D Content Generation

Seed 3D Team — Junzhe Lu (Contributor)

Tech Report 2026ByteDance Seed

Project Paper

Selected Publications

The Quest for Generalizable Motion Generation: Data, Model, and Evaluation

Jing Lin*, Ruisi Wang*, Junzhe Lu*, Ziqi Huang, Guorui Song, Ailing Zeng, Xian Liu, Chen Wei, Wanqi Yin, Qingping Sun, Zhongang Cai, Lei Yang, Ziwei Liu

ICLR 2026

Project Code arXiv

EchoMotion: Unified Human Video and Motion Generation via Dual-Modality Diffusion Transformer

Yuxiao Yang, Hualian Sheng, Sijia Cai, Jing Lin, Jiahao Wang, Bing Deng, Junzhe Lu, Haoqian Wang, Jieping Ye

ICLR 2026

Project arXiv

Toward a Unified Framework for Consistency Generative Modeling

Hongkun Dou, Junzhe Lu, Jinyang Du, Chengwei Fu, Wen Yao, Hongjue Li, Yue Deng

IEEE TAI 2026

Paper

DPoser-X: Diffusion Model as Robust 3D Whole-body Human Pose Prior

Junzhe Lu*, Jing Lin*, Hongkun Dou, Ailing Zeng, Yue Deng, Xian Liu, Zhongang Cai, Lei Yang, Yulun Zhang, Haoqian Wang, Ziwei Liu

ICCV 2025Oral · 64/11,239

Project Code arXiv PDF

NOVA3D: Normal Aligned Video Diffusion Model for Single Image to 3D Generation

Yuxiao Yang, Peihao Li, Yuhong Zhang, Junzhe Lu, Xianglong He, Minghan Qin, Weitao Wang, Haoqian Wang

ICME 2025Best Paper Candidate · 15/3737

arXiv

Score-Based Neural Processes

Hongkun Dou, Junzhe Lu, Zeyu Li, Xiaoqing Zhong, Wen Yao, Lijun Yang, Yue Deng

IEEE TNNLS 2025

Paper

SEGSID: A Semantic-Guided Framework for Sonar Image Despeckling

Shaohua Liu, Junzhe Lu, Hongkun Dou, Jiajun Li, Yue Deng

IEEE TIP 2025

Paper

ScoreSeg: Leveraging Score-Based Generative Model for Self-Supervised Semantic Segmentation of Remote Sensing

Junzhe Lu, Guangjun He, Hongkun Dou, Qing Gao, Leyuan Fang, Yue Deng

IEEE JSTARS 2023

Code Paper

* denotes equal contribution.

Experience

ByteDance Seed Vision ResearchAug 2025 — Present

3D Foundation Model Algorithm Intern · China. Research on simulation-ready 3D asset generation — data and model pipelines for high-fidelity 3D content generation.

MeshcapadeAug 2024 — Feb 2025

Machine Learning Engineer Intern · Germany (Remote). Built pipelines for human-video data collection, cleaning, and processing to support generation-model training.

Education

Tsinghua UniversityOct 2024 — Present

M.S. in Electronic Information · GPA 3.96 / 4.0 · Advisor: Haoqian Wang

Beihang UniversityOct 2020 — Jun 2024

B.S. in Aircraft Control and Information Engineering · GPA 3.89 / 4.0 · Advisor: Yue Deng

Honors & Awards

National Scholarship2021, 2022

Special Prize, Academic Competition Scholarship2022, 2023

Meritorious Winner, Mathematical Contest in Modeling (MCM)2023

Second Prize, Contemporary Undergraduate Mathematical Contest in Modeling (CUMCM), Finals2022

First Prize, Chinese Mathematics Competitions for College Students (CMC)2021