Chen, Junyu

23 publications

ICCV 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

ICCV 2025 DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer Yecheng Wu, Han Cai, Junyu Chen, Zhuoyang Zhang, Enze Xie, Jincheng Yu, Junsong Chen, Jinyi Hu, Yao Lu, Song Han

ICLR 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

ICLR 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

MLHC 2025 INSIGHT: Explainable Weakly-Supervised Medical Image Analysis Wenbo Zhang, Junyu Chen, Christopher Kanan

NeurIPS 2025 Jet-Nemotron: Efficient Language Model with Post Neural Architecture Search Yuxian Gu, Qinghao Hu, Haocheng Xi, Junyu Chen, Shang Yang, Song Han, Han Cai

NeurIPS 2025 LoTA-QAF: Lossless Ternary Adaptation for Quantization-Aware Fine-Tuning Junyu Chen, Junzhuo Li, Zhen Peng, Wenjie Wang, Yuxiang Ren, Long Shi, Xuming Hu

CVPR 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

NeurIPS 2025 Optical Coherence Tomography Harmonization with Anatomy-Guided Latent Metric Schrödinger Bridges Shuwen Wei, Samuel W. Remedios, Blake E. Dewey, Zhangxing Bian, Shimeng Wang, Junyu Chen, Bruno Michel Jedynak, Shiv Saidha, Peter A. Calabresi, Aaron Carass, Jerry L Prince

CVPRW 2025 Revisiting Multi-Modal LLM Evaluation Jian Lu, Shikhar Srivastava, Junyu Chen, Robik Shrestha, Manoj Acharya, Kushal Kafle, Christopher Kanan

ICLRW 2025 Revisiting Multi-Modal LLM Evaluation Jian Lu, Shikhar Srivastava, Junyu Chen, Robik Singh Shrestha, Manoj Acharya, Kushal Kafle, Christopher Kanan

ICML 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

ICCV 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

ICLR 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

ICLR 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

CoLLAs 2024 GRASP: A Rehearsal Policy for Efficient Online Continual Learning Md Yousuf Harun, Jhair Gallardo, Junyu Chen, Christopher Kanan

CVPR 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

AAAI 2024 Semantic Complete Scene Forecasting from a 4D Dynamic Point Cloud Sequence Zifan Wang, Zhuorui Ye, Haoran Wu, Junyu Chen, Li Yi

NeurIPS 2024 Semidefinite Relaxations of the Gromov-Wasserstein Distance Junyu Chen, Binh T. Nguyen, Shang Hui Koh, Yong Sheng Soh

ICCV 2023 LeaF: Learning Frames for 4D Point Cloud Sequence Understanding Yunze Liu, Junyu Chen, Zekai Zhang, Jingwei Huang, Li Yi

NeurIPSW 2023 Semidefinite Relaxations of the Gromov-Wasserstein Distance Junyu Chen, Binh Nguyen, Yong Sheng Soh

CVPRW 2022 NTIRE 2022 Spectral Recovery Challenge and Data Set Boaz Arad, Radu Timofte, Rony Yahel, Nimrod Morag, Amir Bernat, Yuanhao Cai, Jing Lin, Zudi Lin, Haoqian Wang, Yulun Zhang, Hanspeter Pfister, Luc Van Gool, Shuai Liu, Yongqiang Li, Chaoyu Feng, Lei Lei, Jiaojiao Li, Songcheng Du, Chaoxiong Wu, Yihong Leng, Rui Song, Mingwei Zhang, Chongxing Song, Shuyi Zhao, Zhiqiang Lang, Wei Wei, Lei Zhang, Renwei Dian, Tianci Shan, Anjing Guo, Chengguo Feng, Jinyang Liu, Mirko Agarla, Simone Bianco, Marco Buzzelli, Luigi Celona, Raimondo Schettini, Jiang He, Yi Xiao, Jiajun Xiao, Qiangqiang Yuan, Jie Li, Liangpei Zhang, Taesung Kwon, Dohoon Ryu, Hyokyoung Bae, Hao-Hsiang Yang, Hua-En Chang, Zhi-Kai Huang, Wei-Ting Chen, Sy-Yen Kuo, Junyu Chen, Haiwei Li, Song Liu, Sabari Nathan, K. Uma, B. Sathya Bama, S. Mohamed Mansoor Roomi

JAIR 2021 Hybrid-Order Network Consensus for Distributed Multi-Agent Systems Guangqiang Xie, Junyu Chen, Yang Li