Junsong Chen

37 papers A* 9Journal 26Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head.
CoRR
Kewei Zhang, Ye Huang, Yufan Deng, Jincheng Yu, Junsong Chen, Huan Ling, Enze Xie, Daquan Zhou
2026 A* conf
Sample-specific Modality Diagnosis and Cross-modal Enhancement for Incomplete Multimodal Representations.
AAAI
Junsong Chen, Jiyuan Liu, Suyuan Liu, Wei Zhang, Ao Li, En Zhu, Xinwang Liu
2025 J jnl
A Generative Foundation Model for Chest Radiography.
CoRR
Yuanfeng Ji, Dan Lin, Xiyue Wang, Lu Zhang, Wenhui Zhou, Chongjian Ge, Ruihang Chu, Xiaoli Yang, Junhan Zhao, Junsong Chen, Xiangde Luo, Sen Yang, Jin Fang, Ping Luo, Ruijiang Li
2025 J jnl
A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook.
ACM Comput. Surv.
Jiankai Sun, Chuanyang Zheng, Enze Xie, Zhengying Liu, Ruihang Chu, Jianing Qiu, Jiaqi Xu, Mingyu Ding, Hongyang Li, Mengzhe Geng, Yue Wu, Wenhai Wang, Junsong Chen, Zhangyue Yin, Xiaozhe Ren, Jie Fu, Junxian He, Wu Yuan, Qi Liu, Xihui Liu, Yu Li, Hao Dong, Yu Cheng, Ming Zhang, Pheng-Ann Heng, Jifeng Dai, Ping Luo, Jingdong Wang, Ji-Rong Wen, Xipeng Qiu, Yike Guo, Hui Xiong, Qun Liu, Zhenguo Li
2025 J jnl
DC-AE 1.5: Accelerating Diffusion Model Convergence with Structured Latent Space.
CoRR
Junyu Chen, Dongyun Zou, Wenkun He, Junsong Chen, Enze Xie, Song Han, Han Cai
2025 J jnl
DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer.
CoRR
Yecheng Wu, Junyu Chen, Zhuoyang Zhang, Enze Xie, Jincheng Yu, Junsong Chen, Jinyi Hu, Yao Lu, Song Han, Han Cai
2025 J jnl
DC-Gen: Post-Training Diffusion Acceleration with Deeply Compressed Latent Space.
CoRR
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
2025 J jnl
DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder.
CoRR
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
2025 A* conf
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models.
ICLR
Junyu Chen, Han Cai, Junsong Chen, Enze Xie, Shang Yang, Haotian Tang, Muyang Li, Song Han
2025 A* conf
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer.
ICLR
Haotian Tang, Yecheng Wu, Shang Yang, Enze Xie, Junsong Chen, Junyu Chen, Zhuoyang Zhang, Han Cai, Yao Lu, Song Han
2025 J jnl
PKEST: Public-Key Encryption With Similarity Test for Medical Consortia Cloud Computing.
IEEE Trans. Cloud Comput.
Junsong Chen, Shengke Zeng, Song Han, Jin Yin, Peng Chen
2025 A* conf
SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer.
ICML
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
2025 J jnl
SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer.
CoRR
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
2025 J jnl
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation.
CoRR
Junsong Chen, Shuchen Xue, Yuyang Zhao, Jincheng Yu, Sayak Paul, Junyu Chen, Han Cai, Enze Xie, Song Han
2025 J jnl
SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer.
CoRR
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
2025 A* conf
SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers.
ICLR
Enze Xie, Junsong Chen, Junyu Chen, Han Cai, Haotian Tang, Yujun Lin, Zhekai Zhang, Muyang Li, Ligeng Zhu, Yao Lu, Song Han
2024 J jnl
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models.
CoRR
Junyu Chen, Han Cai, Junsong Chen, Enze Xie, Shang Yang, Haotian Tang, Muyang Li, Yao Lu, Song Han
2024 A* conf
DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving.
AAAI
Tianqi Wang, Sukmin Kim, Wenxuan Ji, Enze Xie, Chongjian Ge, Junsong Chen, Zhenguo Li, Ping Luo
2024 — conf
Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation.
ECCV (84)
Shentong Mo, Enze Xie, Yue Wu, Junsong Chen, Matthias Nießner, Zhenguo Li
2024 J jnl
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer.
CoRR
Haotian Tang, Yecheng Wu, Shang Yang, Enze Xie, Junsong Chen, Junyu Chen, Zhuoyang Zhang, Han Cai, Yao Lu, Song Han
2024 — conf
PIXART-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation.
ECCV (32)
Junsong Chen, Chongjian Ge, Enze Xie, Yue Wu, Lewei Yao, Xiaozhe Ren, Zhongdao Wang, Ping Luo, Huchuan Lu, Zhenguo Li
2024 J jnl
PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models.
CoRR
Junsong Chen, Yue Wu, Simian Luo, Enze Xie, Sayak Paul, Ping Luo, Hang Zhao, Zhenguo Li
2024 J jnl
PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation.
CoRR
Junsong Chen, Chongjian Ge, Enze Xie, Yue Wu, Lewei Yao, Xiaozhe Ren, Zhongdao Wang, Ping Luo, Huchuan Lu, Zhenguo Li
2024 A* conf
PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.
ICLR
Junsong Chen, Jincheng Yu, Chongjian Ge, Lewei Yao, Enze Xie, Zhongdao Wang, James T. Kwok, Ping Luo, Huchuan Lu, Zhenguo Li
2024 J jnl
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers.
CoRR
Enze Xie, Junsong Chen, Junyu Chen, Han Cai, Haotian Tang, Yujun Lin, Zhekai Zhang, Muyang Li, Ligeng Zhu, Yao Lu, Song Han
2024 J jnl
SMFE-Net: a saliency multi-feature extraction framework for VHR remote sensing image classification.
Multim. Tools Appl.
Junsong Chen, Jizheng Yi, Aibin Chen, Ke Yang, Ze Jin
2023 J jnl
A Survey of Reasoning with Foundation Models.
CoRR
Jiankai Sun, Chuanyang Zheng, Enze Xie, Zhengying Liu, Ruihang Chu, Jianing Qiu, Jiaqi Xu, Mingyu Ding, Hongyang Li, Mengzhe Geng, Yue Wu, Wenhai Wang, Junsong Chen, Zhangyue Yin, Xiaozhe Ren, Jie Fu, Junxian He, Wu Yuan, Qi Liu, Xihui Liu, Yu Li, Hao Dong, Yu Cheng, Ming Zhang, Pheng-Ann Heng, Jifeng Dai, Ping Luo, Jingdong Wang, Ji-Rong Wen, Xipeng Qiu, Yike Guo, Hui Xiong, Qun Liu, Zhenguo Li
2023 A* conf
ARKitTrack: A New Diverse Dataset for Tracking Using Mobile RGB-D Data.
CVPR
Haojie Zhao, Junsong Chen, Lijun Wang, Huchuan Lu
2023 J jnl
ARKitTrack: A New Diverse Dataset for Tracking Using Mobile RGB-D Data.
CoRR
Haojie Zhao, Junsong Chen, Lijun Wang, Huchuan Lu
2023 J jnl
DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving.
CoRR
Tianqi Wang, Sukmin Kim, Wenxuan Ji, Enze Xie, Chongjian Ge, Junsong Chen, Zhenguo Li, Ping Luo
2023 J jnl
EFCOMFF-Net: A Multiscale Feature Fusion Architecture With Enhanced Feature Correlation for Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Junsong Chen, Jizheng Yi, Aibin Chen, Ze Jin
2023 J jnl
Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation.
CoRR
Shentong Mo, Enze Xie, Yue Wu, Junsong Chen, Matthias Nießner, Zhenguo Li
2023 A* conf
MetaBEV: Solving Sensor Failures for 3D Detection and Map Segmentation.
ICCV
Chongjian Ge, Junsong Chen, Enze Xie, Zhongdao Wang, Lanqing Hong, Huchuan Lu, Zhenguo Li, Ping Luo
2023 J jnl
MetaBEV: Solving Sensor Failures for BEV Detection and Map Segmentation.
CoRR
Chongjian Ge, Junsong Chen, Enze Xie, Zhongdao Wang, Lanqing Hong, Huchuan Lu, Zhenguo Li, Ping Luo
2023 J jnl
PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.
CoRR
Junsong Chen, Jincheng Yu, Chongjian Ge, Lewei Yao, Enze Xie, Yue Wu, Zhongdao Wang, James T. Kwok, Ping Luo, Huchuan Lu, Zhenguo Li
2023 J jnl
SRCBTFusion-Net: An Efficient Fusion Architecture via Stacked Residual Convolution Blocks and Transformer for Remote Sensing Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Junsong Chen, Jizheng Yi, Aibin Chen, Hui Lin
2022 J jnl
Assessing Land Cover and Ecological Quality Changes in the Forest-Steppe Ecotone of the Greater Khingan Mountains, Northeast China, from Landsat and MODIS Observations from 2000 to 2018.
Remote. Sens.
Fang Shi, Mingxing Liu, Jie Qiu, Yali Zhang, Huiyi Su, Xupeng Mao, Xin Li, Jiahui Fan, Junsong Chen, Yingying Lv, Wanggu Xu, Zhi Wang, Mingshi Li