| 2025 | CIKM | AdaPatch: Adaptive Patch-Level Modeling for Non-Stationary Time Series Forecasting. | Kun Liu, Zhongjie Duan, Cen Chen, Yanhao Wang, Dawei Cheng, Yuqi Liang |
| 2025 | ECAI | Paeformer: Patch-Wise Representation Learning with Autoencoder for Multivariate Time Series Forecasting. | Kun Liu, Zhongjie Duan, Cen Chen |
| 2025 | IJCAI | FastBlend: Enhancing Video Stylization Consistency via Model-Free Patch Blending. | Zhongjie Duan, Chengyu Wang, Cen Chen, Weining Qian, Jun Huang, Mingyi Jin |
| 2025 | IJCAI | ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning. | Zhongjie Duan, Hong Zhang, Wenmeng Zhou, Cen Chen, Yaliang Li, Yu Zhang, Yingda Chen |
| 2024 | ACL | PAI-Diffusion: Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud. | Chengyu Wang, Zhongjie Duan, Bingyan Liu, Xinyi Zou, Cen Chen, Kui Jia, Jun Huang |
| 2024 | IJCAI | Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models. | Zhongjie Duan, Chengyu Wang, Cen Chen, Weining Qian, Jun Huang |
| 2023 | ACL | Rapid Diffusion: Building Domain-Specific Text-to-Image Synthesizers with Fast Inference Speed. | Bingyan Liu, Weifeng Lin, Zhongjie Duan, Chengyu Wang, Ziheng Wu, Zhang Zipeng, Kui Jia, Lianwen Jin, Cen Chen, Jun Huang |
| 2023 | CIKM | Optimal Linear Subspace Search: Learning to Construct Fast and High-Quality Schedulers for Diffusion Models. | Zhongjie Duan, Chengyu Wang, Cen Chen, Jun Huang, Weining Qian |
| 2023 | EMNLP | Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding. | Taolin Zhang, Ruyao Xu, Chengyu Wang, Zhongjie Duan, Cen Chen, Minghui Qiu, Dawei Cheng, Xiaofeng He, Weining Qian |
| 2023 | WWW | Match4Match: Enhancing Text-Video Retrieval by Maximum Flow with Minimum Cost. | Zhongjie Duan, Chengyu Wang, Cen Chen, Wenmeng Zhou, Jun Huang, Weining Qian |
| 2022 | CIKM | Optimal Action Space Search: An Effective Deep Reinforcement Learning Method for Algorithmic Trading. | Zhongjie Duan, Cen Chen, Dawei Cheng, Yuqi Liang, Weining Qian |