Optimal Action Space Search: An Effective Deep Reinforcement Learning Method for Algorithmic Trading. - Zhongjie Duan; Cen Chen 001; Dawei Cheng; Yuqi Liang; Weining Qian (CIKM, 2022)

Rapid Diffusion: Building Domain-Specific Text-to-Image Synthesizers with Fast Inference Speed. - Bingyan Liu; Weifeng Lin; Zhongjie Duan; Chengyu Wang 001; Ziheng Wu; Zhang Zipeng; Kui Jia; Lianwen Jin; Cen Chen 001; Jun Huang 007 (ACL (industry), 2023)

Optimal Linear Subspace Search: Learning to Construct Fast and High-Quality Schedulers for Diffusion Models. - Zhongjie Duan; Chengyu Wang 001; Cen Chen 001; Jun Huang 007; Weining Qian (CIKM, 2023)

Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding. - Taolin Zhang 001; Ruyao Xu; Chengyu Wang 001; Zhongjie Duan; Cen Chen 001; Minghui Qiu; Dawei Cheng; Xiaofeng He; Weining Qian (EMNLP, 2023)

Match4Match: Enhancing Text-Video Retrieval by Maximum Flow with Minimum Cost. - Zhongjie Duan; Chengyu Wang 001; Cen Chen 001; Wenmeng Zhou; Jun Huang 007; Weining Qian (WWW, 2023)

PAI-Diffusion: Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud. - Chengyu Wang 001; Zhongjie Duan; Bingyan Liu; Xinyi Zou; Cen Chen 001; Kui Jia; Jun Huang 007 (CoRR, 2023)

FastBlend: a Powerful Model-Free Toolkit Making Video Stylization Easier. - Zhongjie Duan; Chengyu Wang 001; Cen Chen 001; Weining Qian; Jun Huang 007; Mingyi Jin (CoRR, 2023)

Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models. - Zhongjie Duan; Chengyu Wang 001; Cen Chen 001; Weining Qian; Jun Huang 007 (IJCAI, 2024)

DiffSynth: Latent In-Iteration Deflickering for Realistic Video Synthesis. - Zhongjie Duan; Lizhou You; Chengyu Wang 001; Cen Chen 001; Ziheng Wu; Weining Qian; Jun Huang 007 (ECML/PKDD (10), 2024)

ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning. - Zhongjie Duan; Wenmeng Zhou; Cen Chen 001; Yaliang Li; Weining Qian (CoRR, 2024)

ArtAug: Enhancing Text-to-Image Generation through Synthesis-Understanding Interaction. - Zhongjie Duan; Qianyi Zhao; Cen Chen 001; Daoyuan Chen; Wenmeng Zhou; Yaliang Li; Yingda Chen (CoRR, 2024)

AgentStory: A Multi-Agent System for Story Visualization with Multi-Subject Consistent Text-to-Image Generation. - Tianchen Zhou; Zhongjie Duan; Cen Chen 001; Wenmeng Zhou; Yanhao Wang 001; Yaliang Li (ICMR, 2025)

EliGen: Entity-Level Controlled Image Generation with Regional Attention. - Hong Zhang; Zhongjie Duan; Xingjun Wang; Yingda Chen; Yu Zhang (CoRR, 2025)

Nexus-Gen: A Unified Model for Image Understanding, Generation, and Editing. - Hong Zhang; Zhongjie Duan; Xingjun Wang; Yingda Chen; Yuze Zhao; Yu Zhang (CoRR, 2025)