Junyu Chen

According to our database, Junyu Chen authored at least 17 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder.

Junyu Chen, Wenkun He, Yuchao Gu, Yuyang Zhao, Jincheng Yu, Junsong Chen, Dongyun Zou, Yujun Lin, Zhekai Zhang, Muyang Li, Haocheng Xi, Ligeng Zhu, Enze Xie, Song Han, Han Cai

CoRR, September, 2025

DC-Gen: Post-Training Diffusion Acceleration with Deeply Compressed Latent Space.

Wenkun He, Yuchao Gu, Junyu Chen, Dongyun Zou, Yujun Lin, Zhekai Zhang, Haocheng Xi, Muyang Li, Ligeng Zhu, Jincheng Yu, Junsong Chen, Enze Xie, Song Han, Han Cai

CoRR, September, 2025

SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer.

Junsong Chen, Yuyang Zhao, Jincheng Yu, Ruihang Chu, Junyu Chen, Shuai Yang, Xianbang Wang, Yicheng Pan, Daquan Zhou, Huan Ling, Haozhe Liu, Hongwei Yi, Hao Zhang, Muyang Li, Yukang Chen, Han Cai, Sanja Fidler, Ping Luo, Song Han, Enze Xie

CoRR, September, 2025

Jet-Nemotron: Efficient Language Model with Post Neural Architecture Search.

Yuxian Gu, Qinghao Hu, Shang Yang, Haocheng Xi, Junyu Chen, Song Han, Han Cai

CoRR, August, 2025

SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer.

Enze Xie, Junsong Chen, Yuyang Zhao, Jincheng Yu, Ligeng Zhu, Yujun Lin, Zhekai Zhang, Muyang Li, Junyu Chen, Han Cai, Bingchen Liu, Daquan Zhou, Song Han

Proceedings of the Forty-second International Conference on Machine Learning, 2025

SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers.

Enze Xie, Junsong Chen, Junyu Chen, Han Cai, Haotian Tang, Yujun Lin, Zhekai Zhang, Muyang Li, Ligeng Zhu, Yao Lu, Song Han

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation.

Yecheng Wu, Zhuoyang Zhang, Junyu Chen, Haotian Tang, Dacheng Li, Yunhao Fang, Ligeng Zhu, Enze Xie, Hongxu Yin, Li Yi, Song Han, Yao Lu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

HART: Efficient Visual Generation with Hybrid Autoregressive Transformer.

Haotian Tang, Yecheng Wu, Shang Yang, Enze Xie, Junsong Chen, Junyu Chen, Zhuoyang Zhang, Han Cai, Yao Lu, Song Han

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models.

Junyu Chen, Han Cai, Junsong Chen, Enze Xie, Shang Yang, Haotian Tang, Muyang Li, Song Han

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer.

Yecheng Wu, Junyu Chen, Zhuoyang Zhang, Enze Xie, Jincheng Yu, Junsong Chen, Jinyi Hu, Yao Lu, Song Han, Han Cai

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

DC-AE 1.5: Accelerating Diffusion Model Convergence with Structured Latent Space.

Junyu Chen, Dongyun Zou, Wenkun He, Junsong Chen, Enze Xie, Song Han, Han Cai

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation.

Junsong Chen, Shuchen Xue, Yuyang Zhao, Jincheng Yu, Sayak Paul, Junyu Chen, Han Cai, Song Han, Enze Xie

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

MobileH2R: Learning Generalizable Human to Mobile Robot Handover Exclusively from Scalable and Diverse Synthetic Data.

Zifan Wang, Ziqing Chen, Junyu Chen, Jilong Wang, Yuxin Yang, Yunze Liu, Xueyi Liu, He Wang, Li Yi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models.

Junyu Chen, Han Cai, Junsong Chen, Enze Xie, Shang Yang, Haotian Tang, Muyang Li, Yao Lu, Song Han

CoRR, 2024

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers.

Enze Xie, Junsong Chen, Junyu Chen, Han Cai, Haotian Tang, Yujun Lin, Zhekai Zhang, Muyang Li, Ligeng Zhu, Yao Lu, Song Han

CoRR, 2024

GenH2R: Learning Generalizable Human-to-Robot Handover via Scalable Simulation, Demonstration, and Imitation.

Zifan Wang, Junyu Chen, Ziqing Chen, Pengwei Xie, Rui Chen, Li Yi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

LeaF: Learning Frames for 4D Point Cloud Sequence Understanding.

Yunze Liu, Junyu Chen, Zekai Zhang, Jingwei Huang, Li Yi

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023