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

Decoupled Residual Denoising Diffusion Models for Unified and Data Efficient Image-to-Image Translation

Ziyue Lin^*, Jiahe Hou^*, Xia Hongyu^*, Xinrui Xie, Feifei Wang, Yuyin Zhou, Wei Wang, Jiawei Liu^†, Liangqiong Qu^†.

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Paper Code Video

MMGT: Motion Mask Guided Two-Stage Network for Co-Speech Gesture Video Generation

Siyuan Wang^*, Jiawei Liu^*, Wei Wang^†, Yeying Jin, Jinsong Du, Zhi Han.

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT 2026)

Paper Code

DVG-Diffusion: Dual-View Guided Diffusion Model for CT Reconstruction from X-Rays

Xing Xie, Jiawei Liu, Huijie Fan, Zhi Han^†, Yandong Tang, Liangqiong Qu^†.

IEEE Transactions on Image Processing (TIP 2026)

Paper Code

Unleashing the Potential of Large Language Models for Text-to-Image Generation through Autoregressive Representation Alignment (Oral Presentation)

Xing Xie^*, Jiawei Liu^*, Ziyue Lin, Huijie Fan^†, Zhi Han, Yandong Tang, Liangqiong Qu^†.

AAAI Conference on Artificial Intelligence (AAAI 2026)

Paper Code

BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation

Haotian Peng^*, Jiawei Liu^*, Jinsong Du, Jie Gao^†, Wei Wang^†.

AAAI Conference on Artificial Intelligence (AAAI 2025)

Paper Code

A Unified Rotating Machinery Health Management Framework Leveraging Large Language Models for Diverse Components, Conditions, and Tasks

Haotian Peng, Jie Gao^†, Jiawei Liu, Jinsong Du, Wei Wang.

Engineering Applications of Artificial Intelligence (EAAI 2025)

Paper Code

Residual Denoising Diffusion Models

Jiawei Liu, Qiang Wang, Huijie Fan^†, Yinong Wang, Yandong Tang, Liangqiong Qu^†.

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024)

Paper Code Video

A Shadow Imaging Bilinear Model and Three-branch Residual Network for Shadow Removal

Jiawei Liu, Qiang Wang, Huijie Fan^†, Jiandong Tian, Yandong Tang.

IEEE Transactions on Neural Networks and Learning Systems (TNNLS 2024)

Paper Code

Polarization-aware Low-light Image Enhancement for Nighttime Intelligent Vehicles

Yang Lu, Jiandong Tian^†, Yiming Su, Jiawei Liu, Chunhui Hao, Chenghai Yue, Xin Yang.

IEEE Transactions on Intelligent Vehicles (TIV 2024)

Paper

A Decoupled Multi-task Network for Shadow Removal

Jiawei Liu^*, Qiang Wang^*, Huijie Fan^†, Wentao Li, Liangqiong Qu, Yandong Tang.

IEEE Transactions on Multimedia (TMM 2023)

Paper Code