| Publication |
Author |
Journal |
| Geometry-Aware Visual-Tactile Image Representation Learning with Uniform Proxies on the Hypersphere |
Chen Guo, Wenxi Liu, Aiping Huang, Chia-Wen Lin, Tiesong Zhao |
ACM Transactions on Multimedia Computing, Communications and Applications, 22(10), art. 299, pp. 1-22, Oct. 8, 2026 |
| Dual-Edged Homogeneous-Modality Similarity: Towards Visible-Infrared Modality-Incomplete Person Re-Identification with Modality Adaptive Matching |
Xin Xu, Shuhao Zhan, Wei Liu, Zheng Wang, Kui Jiang, Chia-Wen Lin |
International Journal of Computer Vision, 134(10), art. 441, Sep. 19, 2026 |
| FADPNet: frequency-aware dual-path network for face super-resolution |
Siyu Xu, Wenjie Li, Guangwei Gao, Jian Yang, Guo-Jun Qi, Chia-Wen Lin |
IEEE Transactions on Multimedia (Early Access), Sep. 10, 2026 |
| CSW-AL: A category-scaling weight schema for imbalanced multi-domain active learning |
Yanchao Li, Guanxiao Li, Xiaoli Wang, La Duo, Guangwei Gao, Chia-Wen Lin |
Neural Networks, vol. 205, art. 109503, Aug. 17, 2026 |
| Transformer-Progressive Mamba Network for Lightweight Image Super-Resolution |
Sichen Guo, Wenjie Li, Yuanyang Liu, Guangwei Gao, Jian Yang, Chia-Wen Lin |
IEEE Transactions on Image Processing, vol. 35, pp. 8748-8761, Aug. 12, 2026 |
| From calibration to refinement: seeking certainty via probabilistic evidence propagation for Noisy-label person re-identification |
Xin Yuan, Zhiyong Zhang, Xin Xu, Zheng Wang, Chia-Wen Lin |
IEEE Transactions on Multimedia (Early Access), June 22, 2026 |
| Understanding Audiovisual Deepfake Detection: Techniques, Challenges, Human Factors, and Perceptual Insights |
Ammarah Hashmi, Sahibzada Adil Shahzad, Chia-Wen Lin, Yu Tsao, Hsin-Min Wang |
IEEE Computational Intelligence Magazine, 21(2), pp. 38-54, Apr. 9, 2026 |
| VDMamba: Vector Decomposition in Vision Mamba for Image Deraining and Beyond |
Kui Jiang, Junjun Jiang, Shiqi Wang, Wenqi Ren, Chia-Wen Lin, Zhengguo Li |
IEEE Transactions on Multimedia, vol. 28, pp. 3339-3352, Jan. 19, 2026 |
| Self-supervised unfolding network with shared reflectance learning for low-light image enhancement |
Jia Liu, Yu Luo, Guanghui Yue, Jie Ling, Liang Liao, Chia-Wen Lin, Guangtao Zhai, Wei Zhou |
IEEE Transactions on Image Processing, vol. 35, pp. 800-815, Jan. 13, 2026 |
| UMCL: Unimodal-generated Multimodal Contrastive Learning for Cross-compression-rate Deepfake Detection |
Ching-Yi Lai, Chih-Yu Jian, Pei-Cheng Chuang, Chia-Ming Lee, Chih-Chung Hsu, Chiou-Ting Hsu, Chia-Wen Lin |
International Journal of Computer Vision, vol. 134, art. 40, Jan. 7, 2026 |
| PH-Mamba: Enhancing Mamba with Position Encoding and Harmonized Attention for Image Deraining and Beyond |
Kui Jiang, Junjun Jiang, Xianming Liu, Hongxun Yao, Chia-Wen Lin |
IEEE Transactions on Image Processing, vol. 35, pp. 1727-1739, Dec. 12, 2025 |
| S2ML: Spatio-Spectral Mutual Learning for Depth Completion |
Zihui Zhao, Yifei Zhang, Zheng Wang, Yang Li, Kui Jiang, Zihan Geng, Chia-Wen Lin |
IEEE Transactions on Multimedia, vol. 28, pp. 1431-1444, Dec. 3, 2025 |
| TH-Mamba: Spatial-Temporal Correlation Learning for Mamba-based Talking Head Generation |
Xin Xu, Zhixi Yu, Kui Jiang, Xiaocheng Feng, Chia-Wen Lin |
IEEE Transactions on Circuits and Systems for Video Technology, 36(3), pp. 2744-2756, Aug. 7, 2025 |
| AVTENet: A Human-Cognition-Inspired Audio-Visual Transformer-Based Ensemble Network for Video Deepfake Detection |
Ammarah Hashmi, Sahibzada Adil Shahzad, Chia-Wen Lin, Yu Tsao, Hsin-Min Wang |
IEEE Transactions on Cognitive and Developmental Systems, 17(6), pp. 1360-1376, Mar. 24, 2025 |
| Semantic-Spatial Subgraph-Based Relational Reasoning for Visual Question Answering |
Yike Wu, Jiahao Xia, Jingcheng Ke, Chia-Wen Lin, Jian Zhang |
IEEE Transactions on Multimedia (Early Access), Jan. 20, 2026 |
| Diffusion-based Laplacian frequency-aware network for low-light image enhancement |
Le Zhou, Wenjie Li, Juncheng Li, Guangwei Gao, Chia-Wen Lin |
Pattern Recognition, vol. 175, art. 113060, Jan. 9, 2026 |
| Boosting Multi-Modal Large Language Model With Enhanced Visual Features |
Yiwei Ma, Weihuang Lin, Zhibin Wang, Jiayi Ji, Xiaoshuai Sun, Chia-Wen Lin, Rongrong Ji |
IEEE Transactions on Pattern Analysis and Machine Intelligence (Early Access), Dec. 16, 2025 |
| High Temporal-Lateral Resolution Photoacoustic Microscopy Imaging With Dual Branch Graph Induced Fusion Network |
Zhengyuan Zhang, Xiangjun Yin, Zhuoyi Lin, Wenwen Zhang, Ze Feng, Arunima Sharma, Manojit Pramanik, Chia-Wen Lin, Yuanjin Zheng |
IEEE Transactions on Computational Imaging, vol. 12, pp. 73-85, Dec. 12, 2025 |
| Rehazing for Dehazing: A Physics-guided Parametric Augmentation Net |
Chih-Ling Chang, Fu-Jen Tsai, Ziling Huang, Lin Gu, Chia-Wen Lin |
IEEE Journal of Selected Topics in Signal Processing (Early Access), pp. 1-14, Oct. 27, 2025 |
| Exploring “Many in Few” and “Few in Many” Properties in Long-Tailed, Highly-Imbalanced IC Defect Classification |
Hao-Chiang Shao, Chun-Hao Chang, Yu-Hsien Lin, Chia-Wen Lin, Shao-Yun Fang, Yan-Hsiu Liu |
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (Early Access), Oct. 23, 2025 |
| AVTENet: A Human-Cognition-Inspired Audio-Visual Transformer-Based Ensemble Network for Video Deepfake Detection |
Ammarah Hashmi, Sahibzada Adil Shahzad, Chia-Wen Lin, Yu Tsao, Hsin-Min Wang |
IEEE Transactions on Cognitive and Developmental Systems, vol. 17, no. 6, Mar. 24, 2025 |
| AM40: Enhancing action recognition through matting-driven interaction analysis |
Siqi Liang, Wenxuan Liu, Zhe Li, Kui Jiang, Siyuan Yang, Chia-Wen Lin, Xian Zhong |
Pattern Recognition, vol. 172, Part B, art. 112393, Sep. 17, 2025 |
| Terahertz compressive optical–digital neural network imaging |
Shao-Hsuan Wu, Seyed Mostafa Latifi, Chia-Wen Lin, Shang-Hua Yang |
APL Photonics, vol. 10, no. 9, art. 090801, Sep. 2025 |
| TransRef: Multi-scale reference embedding transformer for reference-guided image inpainting |
Taorong Liu, Liang Liao, Delin Chen, Jing Xiao, Zheng Wang, Chia-Wen Lin, Shin’ichi Satoh |
Neurocomputing, vol. 632, art. 129749, Feb. 2025 |
| Attention-Guided Multiscale Interaction Network for Face Super-Resolution |
Xujie Wan, Wenjie Li, Guangwei Gao, Huimin Lu, Jian Yang, Chia-Wen Lin |
IEEE Trans. Syst. Man Cybern. Syst., vol. 55, no. 11, pp. 8638-8650, Sep. 2025 |
| A Dynamic Transformer Network for Vehicle Detection |
Chunwei Tian, Kai Liu, Bob Zhang, Zhixiang Huang, Chia-Wen Lin, David Zhang |
IEEE Transactions on Consumer Electronics, vol. 71, no. 2, pp. 2387-2394, Apr. 2025 |
| Make Graph-based Referring Expression Comprehension Great Again through Expression-guided Dynamic Gating and Regression |
Jingcheng Ke, Dele Wang, Jun-Cheng Chen, I Jhuo, Chia-Wen Lin, Yen-Yu Lin |
IEEE Transactions on Multimedia, vol. 27, pp. 1950-1961, Dec. 2024 |
| Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution |
Yi Xiao, Qiangqiang Yuan, Kui Jiang, Yuzeng Chen, Qiang Zhang, Chia-Wen Lin |
IEEE Transactions on Multimedia, vol. 27, pp. 1783-1796, Dec. 2024 |
| Multi-Scale Dynamic Fusion for Visible-Infrared Person Re-Identification |
Shen Wang, Yu Wang, Renjie Qiao, Kejun Wu, Chia-Wen Lin, Chengtao Cai |
ACM TOMM, vol. 21, no. 3, pp. 1-24, Mar. 2025 |
| Multi-Axis Feature Diversity Enhancement for Remote Sensing Video Super-Resolution |
Yi Xiao, Qiangqiang Yuan, Kui Jiang, Yuzeng Chen, Shiqi Wang, Chia-Wen Lin |
IEEE Transactions on Image Processing, vol. 34, pp. 1766-1778, Mar. 2025 |
| LithoHoD: A Litho Simulator-Powered Framework for IC Layout Hotspot Detection |
Hao-Chiang Shao, Guan-Yu Chen, Yu-Hsien Lin, Chia-Wen Lin, Shao-Yun Fang, Pin-Yian Tsai, Yan-Hsiu Liu |
IEEE TCAD, vol. 44, no. 3, pp. 1098-1111, Sep. 2024 |
| Acoustic Resolution Photoacoustic Microscopy Imaging Enhancement: Integration of Group Sparsity with Deep Denoiser Prior |
Zhengyuan Zhang, Zuozhou Pan, Zhuoyi Lin, Arunima Sharma, Chia-Wen Lin, Manojit Pramanik, Yuanjin Zheng |
IEEE Transactions on Image Processing, vol. 34, pp. 522-537, Jan. 2025 |
| AnySR: Realizing Image Super-Resolution as Any-Scale, Any-Resource |
Wengyi Zhan, Mingbao Lin, Chia-Wen Lin, Rongrong Ji |
IEEE Transactions on Image Processing, vol. 33, pp. 6564-6578, Nov. 2024 |
| Heterogeneous Window Transformer for Image Denoising |
Chunwei Tian, Menghua Zheng, Chia-Wen Lin, Zhiwu Li, David Zhang |
IEEE Trans. Syst. Man Cybern. Syst., vol. 54, no. 11, pp. 6621-6632, Aug. 2024 |
| A self-supervised CNN for image watermark removal |
Chunwei Tian, Menghua Zheng, Tiancai Jiao, Wangmeng Zuo, Yanning Zhang, Chia-Wen Lin |
IEEE TCSVT, vol. 34, no. 8, pp. 7566-7576, Mar. 2024 |
| Multi-View Graph Embedding Learning for Image Co-Segmentation and Co-Localization |
Aiping Huang, Lijian Li, Le Zhang, Yuzhen Niu, Tiesong Zhao, Chia-Wen Lin |
IEEE TCSVT, vol. 34, no. 6, pp. 4942-4956, Dec. 2023 |
| A self-supervised network for image denoising and watermark removal |
Chunwei Tian, Jingyu Xiao, Bob Zhang, Wangmeng Zuo, Yudong Zhang, Chia-Wen Lin |
Neural Networks, vol. 174, art. 106218, Mar. 2024 |
| Mutual Retinex: Combining Transformer and CNN for Image Enhancement |
Kui Jiang, Qiong Wang, Zhaoyi An, Zheng Wang, Cong Zhang, Chia-Wen Lin |
IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 8, no. 3, pp. 2240-2252, Mar. 2024 |
| Watch You Under Low-resolution and Low-illumination: Face Enhancement via Bi-factor Degradation Decoupling |
Xin Ding, Zheng Wang, Jing Fang, Zhenyu Shu, Ruimin Hu, Chia-Wen Lin |
IEEE TCSVT, vol. 34, no. 5, pp. 3481-3495, Oct. 2023 |
| A Heterogeneous Group CNN for Image Super-Resolution |
Chunwei Tian, Yanning Zhang, Wangmeng Zuo, Chia-Wen Lin, David Zhang, Yixuan Yuan |
IEEE Transactions on Neural Networks and Learning Systems, vol. 35, no. 5, pp. 6507-6519, Oct. 2022 |
| Terahertz deep learning fusion computed tomography |
Yi-Chun Hung, Weng-Tai Su, Ta-Hsuan Chao, Chia-Wen Lin, Shang-Hua Yang |
Optics Express, vol. 32, no. 10, pp. 17763-17774, Apr. 2024 |
| Local-Global Temporal Difference Learning for Satellite Video Super-Resolution |
Yi Xiao, Qiangqiang Yuan, Kui Jiang, Xianyu Jin, Jiang He, Liangpei Zhang, Chia-wen Lin |
IEEE TCSVT, vol. 34, no. 4, pp. 2789-2802, Sep. 2023 |
| Video Compression Artifacts Removal with Spatial-Temporal Attention-Guided Enhancement |
Nanfeng Jiang, Weiling Chen, Jielian Lin, Tiesong Zhao, Chia-Wen Lin |
IEEE Transactions on Multimedia, vol. 26, pp. 5657-5669, Nov. 2023 |
| Efficient image super-resolution with feature interaction weighted hybrid network |
Wenjie Li, Juncheng Li, Guangwei Gao, Weihong Deng, Jian Yang, Guo-Jun Qi, Chia-Wen Lin |
IEEE Transactions on Multimedia, vol. 27, pp. 2256-2267, Dec. 2024 |
| A cross Transformer for image denoising |
Chunwei Tian, Menghua Zheng, Wangmeng Zuo, Shichao Zhang, Yanning Zhang, Chia-Wen Lin |
Information Fusion, vol. 102, art. 102043, Oct. 2023 |
| CLIPREC: Graph-based Domain Adaptive Network for Zero-Shot Referring Expression Comprehension |
Jingcheng Ke, Jia Wang, Jun-Cheng Chen, I-Hong Jhuo, Chia-Wen Lin, Yen-Yu Lin |
IEEE Transactions on Multimedia, vol. 26, pp. 2480-2492, July 2023 |
| TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution |
Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Chia-Wen Lin, Liangpei Zhang |
IEEE Transactions on Image Processing, vol. 33, pp. 738-752, Jan. 2024 |
| Multi-Scale Fusion and Decomposition Network for Single Image Deraining |
Qiong Wang, Kui Jiang, Zheng Wang, Wenqi Ren, Jianhui Zhang, Chia-Wen Lin |
IEEE Transactions on Image Processing, vol. 33, pp. 191-204, Dec. 2023 |
