Online Multi-Granularity Distillation for GAN Compression. - Yuxi Ren; Jie Wu 032; Xuefeng Xiao 001; Jianchao Yang (ICCV, 2021)

Parallel Pre-trained Transformers (PPT) for Synthetic Data-based Instance Segmentation. - Ming Li 010; Jie Wu 032; Jinhang Cai; Jie Qin; Yuxi Ren; Xuefeng Xiao 001; Min Zheng; Rui Wang 089; Xin Pan (CoRR, 2022)

FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation. - Jie Qin; Jie Wu 032; Pengxiang Yan; Ming Li 010; Yuxi Ren; Xuefeng Xiao 001; Yitong Wang; Rui Wang 089; Shilei Wen; Xin Pan; Xingang Wang (CVPR, 2023)

UGC: Unified GAN Compression for Efficient Image-to-Image Translation. - Yuxi Ren; Jie Wu 032; Peng Zhang; Manlin Zhang; Xuefeng Xiao 001; Qian He; Rui Wang 089; Min Zheng; Xin Pan (ICCV, 2023)

DiffusionEngine: Diffusion Model is Scalable Data Engine for Object Detection. - Manlin Zhang; Jie Wu 032; Yuxi Ren; Ming Li 010; Jie Qin; Xuefeng Xiao 001; Wei Liu; Rui Wang 089; Min Zheng; Andy J. Ma (CoRR, 2023)

ByteEdit: Boost, Comply and Accelerate Generative Image Editing. - Yuxi Ren; Jie Wu 030; Yanzuo Lu; Huafeng Kuang; Xin Xia 014; Xionghui Wang; Qianqian Wang; Yixing Zhu; Pan Xie; Shiyin Wang; Xuefeng Xiao 001; Yitong Wang; et al. (ECCV (3), 2024)

TreeReward: Improve Diffusion Model via Tree-Structured Feedback Learning. - Jiacheng Zhang; Jie Wu 030; Huafeng Kuang; Haiming Zhang 001; Yuxi Ren; Weifeng Chen; Manlin Zhang; Xuefeng Xiao 001; Guanbin Li (ACM Multimedia, 2024)

Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis. - Yuxi Ren; Xin Xia 014; Yanzuo Lu; Jiacheng Zhang; Jie Wu 032; Pan Xie; Xing Wang; Xuefeng Xiao 001 (NeurIPS, 2024)

UniFL: Improve Latent Diffusion Model via Unified Feedback Learning. - Jiacheng Zhang; Jie Wu 030; Yuxi Ren; Xin Xia 014; Huafeng Kuang; Pan Xie; Jiashi Li; Xuefeng Xiao 001; Weilin Huang; Shilei Wen; Lean Fu; Guanbin Li (NeurIPS, 2024)

DiffusionGPT: LLM-Driven Text-to-Image Generation System. - Jie Qin; Jie Wu 032; Weifeng Chen; Yuxi Ren; Huixia Li; Hefeng Wu; Xuefeng Xiao 001; Rui Wang 089; Shilei Wen (CoRR, 2024)

ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models. - Jiaxiang Cheng; Pan Xie; Xin Xia 014; Jiashi Li; Jie Wu 032; Yuxi Ren; Huixia Li; Xuefeng Xiao 001; Min Zheng; Lean Fu (CoRR, 2024)

ByteEdit: Boost, Comply and Accelerate Generative Image Editing. - Yuxi Ren; Jie Wu 032; Yanzuo Lu; Huafeng Kuang; Xin Xia 014; Xionghui Wang; Qianqian Wang; Yixing Zhu; Pan Xie; Shiyin Wang; Xuefeng Xiao 001; Yitong Wang; et al. (CoRR, 2024)

UniFL: Improve Stable Diffusion via Unified Feedback Learning. - Jiacheng Zhang; Jie Wu 030; Yuxi Ren; Xin Xia 014; Huafeng Kuang; Pan Xie; Jiashi Li; Xuefeng Xiao 001; Weilin Huang; Min Zheng; Lean Fu; Guanbin Li (CoRR, 2024)

ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models. - Jiaxiang Cheng; Pan Xie; Xin Xia 014; Jiashi Li; Jie Wu; Yuxi Ren; Huixia Li; Xuefeng Xiao 001; Shilei Wen; Lean Fu (AAAI, 2025)

RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories. - Huiyang Shao; Xin Xia 014; Yuhong Yang 010; Yuxi Ren; Xing Wang; Xuefeng Xiao 001 (CVPR, 2025)

Diffusion Adversarial Post-Training for One-Step Video Generation. - Shanchuan Lin; Xin Xia 014; Yuxi Ren; Ceyuan Yang; Xuefeng Xiao 001; Lu Jiang (CoRR, 2025)

Training-free Diffusion Acceleration with Bottleneck Sampling. - Ye Tian; Xin Xia 014; Yuxi Ren; Shanchuan Lin; Xing Wang; Xuefeng Xiao 001; Yunhai Tong; Ling Yang 006; Bin Cui 001 (CoRR, 2025)

Seaweed-7B: Cost-Effective Training of Video Generation Foundation Model. - Team Seawead; Ceyuan Yang; Zhijie Lin 001; Yang Zhao 003; Shanchuan Lin; Zhibei Ma; Haoyuan Guo; Hao Chen; Lu Qi; Sen Wang; Feng Cheng; Feilong Zuo; et al. (CoRR, 2025)

SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training. - Jianyi Wang; Shanchuan Lin; Zhijie Lin 001; Yuxi Ren; Meng Wei 007; Zongsheng Yue; Shangchen Zhou; Hao Chen; Yang Zhao 003; Ceyuan Yang; Xuefeng Xiao 001; Chen Change Loy; et al. (CoRR, 2025)

Seedance 1.0: Exploring the Boundaries of Video Generation Models. - Yu Gao; Haoyuan Guo; Tuyen Hoang; Weilin Huang; Lu Jiang; Fangyuan Kong; Huixia Li; Jiashi Li; Liang Li; Xiaojie Li; Xunsong Li; Yifu Li; et al. (CoRR, 2025)

Autoregressive Adversarial Post-Training for Real-Time Interactive Video Generation. - Shanchuan Lin; Ceyuan Yang; Hao He; Jianwen Jiang; Yuxi Ren; Xin Xia 014; Yang Zhao 003; Xuefeng Xiao 001; Lu Jiang (CoRR, 2025)

Adversarial Distribution Matching for Diffusion Distillation Towards Efficient Image and Video Synthesis. - Yanzuo Lu; Yuxi Ren; Xin Xia 014; Shanchuan Lin; Xing Wang; Xuefeng Xiao 001; Andy J. Ma; Xiaohua Xie; Jian-Huang Lai (CoRR, 2025)

DiffusionEngine: Diffusion model is scalable data engine for object detection. - Manlin Zhang; Jie Wu 032; Yuxi Ren; Jiahong Yang; Ming Li 010; Andy J. Ma (Pattern Recognit., 2026)