Junsong Chen

According to our database, Junsong Chen authored at least 25 papers between 2022 and 2025.

Collaborative distances:

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

2025

A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook.

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

ACM Comput. Surv., November, 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

CoRR, August, 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

CoRR, July, 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, Enze Xie, Song Han

CoRR, March, 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

CoRR, January, 2025

PKEST: Public-Key Encryption With Similarity Test for Medical Consortia Cloud Computing.

Junsong Chen, Shengke Zeng, Song Han, Jin Yin, Peng Chen

IEEE Trans. Cloud Comput., 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

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

2024

SMFE-Net: a saliency multi-feature extraction framework for VHR remote sensing image classification.

Junsong Chen, Jizheng Yi, Aibin Chen, Ke Yang, Ze Jin

Multim. Tools Appl., January, 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

PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models.

Junsong Chen, Yue Wu, Simian Luo, Enze Xie, Sayak Paul, Ping Luo, Hang Zhao, Zhenguo Li

CoRR, 2024

PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.

Junsong Chen, Jincheng Yu, Chongjian Ge, Lewei Yao, Enze Xie, Zhongdao Wang, James T. Kwok, Ping Luo, Huchuan Lu, Zhenguo Li

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation.

Shentong Mo, Enze Xie, Yue Wu, Junsong Chen, Matthias Nießner, Zhenguo Li

Proceedings of the Computer Vision - ECCV 2024, 2024

PIXART-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation.

Junsong Chen, Chongjian Ge, Enze Xie, Yue Wu, Lewei Yao, Xiaozhe Ren, Zhongdao Wang, Ping Luo, Huchuan Lu, Zhenguo Li

Proceedings of the Computer Vision - ECCV 2024, 2024

DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving.

Tianqi Wang, Sukmin Kim, Wenxuan Ji, Enze Xie, Chongjian Ge, Junsong Chen, Zhenguo Li, Ping Luo

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

SRCBTFusion-Net: An Efficient Fusion Architecture via Stacked Residual Convolution Blocks and Transformer for Remote Sensing Image Semantic Segmentation.

Junsong Chen, Jizheng Yi, Aibin Chen, Hui Lin

IEEE Trans. Geosci. Remote. Sens., 2023

EFCOMFF-Net: A Multiscale Feature Fusion Architecture With Enhanced Feature Correlation for Remote Sensing Image Scene Classification.

Junsong Chen, Jizheng Yi, Aibin Chen, Ze Jin

IEEE Trans. Geosci. Remote. Sens., 2023

A Survey of Reasoning with Foundation Models.

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

CoRR, 2023

PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.

Junsong Chen, Jincheng Yu, Chongjian Ge, Lewei Yao, Enze Xie, Yue Wu, Zhongdao Wang, James T. Kwok, Ping Luo, Huchuan Lu, Zhenguo Li

CoRR, 2023

MetaBEV: Solving Sensor Failures for BEV Detection and Map Segmentation.

Chongjian Ge, Junsong Chen, Enze Xie, Zhongdao Wang, Lanqing Hong, Huchuan Lu, Zhenguo Li, Ping Luo

CoRR, 2023

MetaBEV: Solving Sensor Failures for 3D Detection and Map Segmentation.

Chongjian Ge, Junsong Chen, Enze Xie, Zhongdao Wang, Lanqing Hong, Huchuan Lu, Zhenguo Li, Ping Luo

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

ARKitTrack: A New Diverse Dataset for Tracking Using Mobile RGB-D Data.

Haojie Zhao, Junsong Chen, Lijun Wang, Huchuan Lu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

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.

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

Remote. Sens., 2022