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; et al. (Remote. Sens., 2022)

ARKitTrack: A New Diverse Dataset for Tracking Using Mobile RGB-D Data. - Haojie Zhao; Junsong Chen; Lijun Wang; Huchuan Lu (CVPR, 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 002 (ICCV, 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 002 (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 002; Zhongdao Wang; James T. Kwok; Ping Luo 002; Huchuan Lu; Zhenguo Li (CoRR, 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 001; Mengzhe Geng; Yue Wu 002; Wenhai Wang; et al. (CoRR, 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)

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)

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 002 (AAAI, 2024)

PIXART-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation. - Junsong Chen; Chongjian Ge; Enze Xie; Yue Wu 002; Lewei Yao; Xiaozhe Ren; Zhongdao Wang; Ping Luo 002; Huchuan Lu; Zhenguo Li (ECCV (32), 2024)

Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation. - Shentong Mo; Enze Xie; Yue Wu 002; Junsong Chen; Matthias Nießner; Zhenguo Li (ECCV (84), 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 002; Huchuan Lu; Zhenguo Li (ICLR, 2024)

PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models. - Junsong Chen; Yue Wu 002; Simian Luo; Enze Xie; Sayak Paul; Ping Luo 002; Hang Zhao; Zhenguo Li (CoRR, 2024)

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers. - Enze Xie; Junsong Chen; Junyu Chen 003; Han Cai; Haotian Tang; Yujun Lin 001; Zhekai Zhang; Muyang Li; Ligeng Zhu; Yao Lu 006; Song Han 003 (CoRR, 2024)

Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models. - Junyu Chen 003; Han Cai; Junsong Chen; Enze Xie; Shang Yang; Haotian Tang; Muyang Li; Yao Lu 006; Song Han 003 (CoRR, 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., 2024)

Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models. - Junyu Chen 003; Han Cai; Junsong Chen; Enze Xie; Shang Yang; Haotian Tang; Muyang Li; Song Han 003 (ICLR, 2025)

HART: Efficient Visual Generation with Hybrid Autoregressive Transformer. - Haotian Tang; Yecheng Wu; Shang Yang; Enze Xie; Junsong Chen; Junyu Chen 003; Zhuoyang Zhang; Han Cai; Yao Lu 006; Song Han 003 (ICLR, 2025)

SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers. - Enze Xie; Junsong Chen; Junyu Chen 003; Han Cai; Haotian Tang; Yujun Lin 001; Zhekai Zhang; Muyang Li; Ligeng Zhu; Yao Lu 006; Song Han 003 (ICLR, 2025)

PKEST: Public-Key Encryption With Similarity Test for Medical Consortia Cloud Computing. - Junsong Chen; Shengke Zeng; Song Han 006; Jin Yin; Peng Chen 007 (IEEE Trans. Cloud Comput., 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 001; Zhekai Zhang; Muyang Li; Junyu Chen 003; Han Cai; Bingchen Liu; Daquan Zhou; et al. (CoRR, 2025)

SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation. - Junsong Chen; Shuchen Xue; Yuyang Zhao; Jincheng Yu; Sayak Paul; Junyu Chen 003; Han Cai; Enze Xie; Song Han 003 (CoRR, 2025)

DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer. - Yecheng Wu; Junyu Chen 003; Zhuoyang Zhang; Enze Xie; Jincheng Yu; Junsong Chen; Jinyi Hu; Yao Lu 006; Song Han 003; Han Cai (CoRR, 2025)

DC-AE 1.5: Accelerating Diffusion Model Convergence with Structured Latent Space. - Junyu Chen 003; Dongyun Zou; Wenkun He; Junsong Chen; Enze Xie; Song Han 003; Han Cai (CoRR, 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 001; Mengzhe Geng; Yue Wu 012; Wenhai Wang; et al. (ACM Comput. Surv., 2025)