Weixin Li

Dr. Weixin Li is an Associate Professor & Ph.D. advisor at the School of Computer Science and Engineering, Beihang Univeristy. Her research interests include computer vision, pattern recognition and multimodal learning. She received the Ph.D. degree in Computer Science from the University of California, Los Angeles (UCLA), Los Angeles, CA, USA, in 2017, under the supervision of Professor Song-Chun Zhu. She is currently a faculty member at the Laboratory of Intelligent Recognition and Image Processing (IRIP).

Current Research Projects

Publications

RMAdapter: Reconstruction-based Multi-Modal Adapter for Vision-Language Models
Xiang Lin, Weixin Li*, Shu Guo, Lihong Wang, and Di Huang
The Fortieth AAAI Conference on Artificial Intelligence (AAAI), 2026 (Oral).

Video Demoireing Using Focused-Defocused Dual-Camera System
Xuan Dong, Xiangyuan Sun, Xia Wang, Jian Song, Ya Li, and Weixin Li*
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025.

Temporal Group Constrained Transformer with Deformable Landmark Attention for Video Dimensional Emotion Recognition
Weixin Li, Xiangjing Meng, Linmei Hu, and Xuan Dong
IEEE Transactions on Affective Computing, 2025.

GIP: Gated Interaction Prompt for Parameter Efficient Vision-Language Fine-Tuning
Xiang Lin, Weixin Li*, Shu Guo, Lihong Wang, and Di Huang
IEEE International Conference on Image Processing (ICIP), 2025.

Leveraging Predicate and Triplet Learning for Scene Graph Generation
Jiankai Li, Yunhong Wang, and Weixin Li*
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024. [Code]

MHRN: A Multimodal Hierarchical Reasoning Network for Topic Detection
Jiankai Li, Yunhong Wang, and Weixin Li*
IEEE Transactions on Multimedia (TMM), 2024.

Read, Spell and Repeat: Scene Text Recognition with Vision-Language Circular Refinement
Taiwei Zhang, Zhenghui Hu, Weixin Li*, Qingjie Liu, and Yunhong Wang
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024.

ReWiTe: Realistic Wide-angle and Telephoto Dual Camera Fusion Dataset via Beam Splitter Camera Rig
Chunli Peng, Xuan Dong, Tiantian Cao, Zhengqing Li, Kun Dong, and Weixin Li
Proceedings of the 32nd ACM International Conference on Multimedia (MM), 2024.

Multi-Modal and Multi-Scale Temporal Fusion Architecture Search for Audio-Visual Video Parsing
Jiayi Zhang, and Weixin Li*
Proceedings of the 31st ACM International Conference on Multimedia (MM), 2023.

Human Emotion Recognition With Relational Region-Level Analysis
Weixin Li, Xuan Dong, and Yunhong Wang
IEEE Transactions on Affective Computing, 2023.

Facial Expression Animation by Landmark Guided Residual Module
Xueping Wang, Yunhong Wang, Weixin Li*, Zhengyin Du, and Di Huang
IEEE Transactions on Affective Computing, 2023.

Causal Intervention and Counterfactual Reasoning for Multi-modal Fake News Detection
Ziwei Chen, Linmei Hu, Weixin Li, Yingxia Shao, and Liqiang Nie
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL), 2023.

Zero-shot Scene Graph Generation via Triplet Calibration and Reduction
Jiankai Li, Yunhong Wang, and Weixin Li*
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2023. [Code]

Dual-Lens HDR using Guided 3D Exposure CNN and Guided Denoising Transformer
Weixin Li, Tiantian Cao, Chang Liu, Xue Tian, Ya Li, Xiaojie Wang, and Xuan Dong
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2023.

CUR Transformer: A Convolutional Unbiased Regional Transformer for Image Denoising
Kang Xu, Weixin Li, Xia Wang, Xiaoyan Hu, Ke Yan, Xiaojie Wang, and Xuan Dong
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2023.

Spatially Consistent Transformer for Colorization in Monochrome-Color Dual-Lens System
Xuan Dong, Chang Liu, Xiaoyan Hu, Kang Xu, and Weixin Li*
IEEE Transations on Image Processing (TIP), 2022.

A Colorization Framework for Monochrome-Color Dual-Lens Systems Using a Deep Convolutional Network
Xuan Dong, Weixin Li*, Xiaoyan Hu, Xiaojie Wang, and Yunhong Wang
IEEE Transations on Visualization and Computer Graphics (TVCG), 2022.

Self-Supervised Colorization Towards Monochrome-Color Camera Systems Using Cycle CNN
Xuan Dong, Chang Liu, Weixin Li*, Xiaoyan Hu, Xiaojie Wang, and Yunhong Wang
IEEE Transations on Image Processing (TIP), 2021.

MIEHDR CNN: Main Image Enhancement based Ghost-Free High Dynamic Range Imaging using Dual-Lens Systems
Xuan Dong, Xiaoyan Hu, Weixin Li*, Xiaojie Wang, and Yunhong Wang
The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2021.

Spatio-Temporal Encoder-Decoder Fully Convolutional Network for Video-Based Dimensional Emotion Recognition
Zhengyin Du, Suowei Wu, Di Huang, Weixin Li, and Yunhong Wang
IEEE Transactions on Affective Computing, 2021.

Cycle-CNN for Colorization towards Real Monochrome-Color Camera Systems
Xuan Dong, Weixin Li*, Xiaojie Wang, and Yunhong Wang
The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020.

Learning a Deep Convolutional Network for Colorization in Monochrome-Color Dual-Lens System
Xuan Dong, Weixin Li*, Xiaojie Wang, and Yunhong Wang
The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI), 2019.

Continuous Emotion Recognition in Videos by Fusing Facial Expression, Head Pose and Eye Gaze
Suowei Wu, Zhengyin Du, Weixin Li*, Di Huang, and Yunhong Wang
ACM International Conference on Multimodal Interaction (ICMI), 2019.

Ground-Truth Data Set and Baseline Evaluations for Base-Detail Separation Algorithms at the Part Level
Xuan Dong, Boyan I. Bonev, Weixin Li*, Weichao Qiu, Xianjie Chen, and Alan L. Yuille
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018.

Bipolar Disorder Recognition via Multi-scale Discriminative Audio Temporal Representation
Zhengyin Du, Weixin Li, Di Huang, and Yunhong Wang
Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop (AVEC), 2018.

Joint Image-Text News Topic Detection and Tracking by Multimodal Topic And-Or Graph
Weixin Li, Jungseock Joo, Hang Qi, and Song-Chun Zhu
IEEE Transactions on Multimedia (TMM), 2017.

Visual Persuasion: Inferring Communicative Intents of Images
Jungseock Joo, Weixin Li, Francis F. Steen, and Song-Chun Zhu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.

Combining Tensor Space Analysis and Active Appearance Models for Aging Effect Simulation on Face Images
Yunhong Wang, Zhaoxiang Zhang, Weixin Li, and Fangyuan Jiang
IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics, 2012.

Teaching

• Introduction to Pattern Recognition
• Human-Computer Interaction
• Methodology of Computer Science