Selected Publications

You can find my full publication list on my Google Scholar Profile or my ResearchGate Profile.
Remark: ^* Co-first authors, ^† Corresponding or Co-corresponding authors

• [CVPR 2026] Decoupled Residual Denoising Diffusion Models for Unified and Data Efficient Image-to-Image Translation. (Paper is coming soon)
  Ziyue Lin^*, Jiahe Hou^*, Xia Hongyu^*, Xinrui Xie, Feifei Wang, Yuyin Zhou, Wei Wang, Jiawei Liu^†, Liangqiong Qu^†.
• [IEEE TCSVT 2026] MMGT: Motion Mask Guided Two-Stage Network for Co-Speech Gesture Video Generation.(Paper, Code)
  Siyuan Wang^*, Jiawei Liu^*, Wei Wang^†, Yeying Jin, Jinsong Du, Zhi Han.
• [IEEE TIP 2026] DVG-Diffusion: Dual-View Guided Diffusion Model for CT Reconstruction from X-Rays. (Paper, Code)
  Xing Xie, Jiawei Liu, Huijie Fan, Zhi Han^†, Yandong Tang, Liangqiong Qu^†.
• [AAAI 2026] Unleashing the Potential of Large Language Models for Text-to-Image Generation through Autoregressive Representation Alignment. (Paper, Code) (Oral Presentation)
  Xing Xie^*, Jiawei Liu^*, Ziyue Lin, Huijie Fan^†, Zhi Han, Yandong Tang, Liangqiong Qu^†.
• [AAAI 2025] BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation.(Paper, Code)
  Haotian Peng^*, Jiawei Liu^*, Jinsong Du, Jie Gao^†, Wei Wang^†.
• [EAAI 2025] A Unified Rotating Machinery Health Management Framework Leveraging Large Language Models for Diverse Components, Conditions, and Tasks.(Paper, Code)
  Haotian Peng, Jie Gao^†, Jiawei Liu, Jinsong Du, Wei Wang.
• [CVPR 2024] Residual Denoising Diffusion Models. (Paper, Code)
  Jiawei Liu, Qiang Wang, Huijie Fan^†, Yinong Wang, Yandong Tang, Liangqiong Qu^†.
• [IEEE TNNLS 2024] A Shadow Imaging Bilinear Model and Three-branch Residual Network for Shadow Removal.(Paper, Code)
  Jiawei Liu, Qiang Wang, Huijie Fan^†, Jiandong Tian, Yandong Tang.
• [IEEE TIV 2024] Polarization-aware Low-light Image Enhancement for Nighttime Intelligent Vehicles.(Paper)
  Yang Lu, Jiandong Tian^†, Yiming Su, Jiawei Liu, Chunhui Hao, Chenghai Yue, Xin Yang.
• [IEEE TMM 2023] A Decoupled Multi-task Network for Shadow Removal.(Paper, Code)
  Jiawei Liu^*, Qiang Wang^*, Huijie Fan^†, Wentao Li, Liangqiong Qu, Yandong Tang.