HENet: Forcing a Network to Think More for Font Recognition. - Jingchao Chen; Shiyi Mu; Shugong Xu; Youdong Ding (AISS, 2021)

IFR: Iterative Fusion Based Recognizer for Low Quality Scene Text Recognition. - Zhiwei Jia; Shugong Xu; Shiyi Mu; Yue Tao; Shan Cao; Zhiyong Chen (PRCV (2), 2021)

GroupPlate: Toward Multi-Category License Plate Recognition. - Yilin Gao; Hengjie Lu; Shiyi Mu; Shugong Xu (IEEE Trans. Intell. Transp. Syst., 2023)

A Learnable Color Correction Matrix for RAW Reconstruction. - Anqi Liu; Shiyi Mu; Shugong Xu (BMVC, 2024)

Flexible Video Matting With Temporally Coherent Trimaps Generation. - Chenhui Xue; Shugong Xu; Shiyi Mu; Yilin Gao (ICPRAI (1), 2024)

Affective Computing in the Era of Large Language Models: A Survey from the NLP Perspective. - Yiqun Zhang; Xiaocui Yang; Xingle Xu; Zeran Gao; Yijie Huang; Shiyi Mu; Shi Feng 001; Daling Wang; Yifei Zhang 003; Kaisong Song; Ge Yu 001 (CoRR, 2024)

TLD: A Vehicle Tail Light signal Dataset and Benchmark. - Jinhao Chai; Shiyi Mu; Shugong Xu (CoRR, 2024)

Toward Unified End-to-End License Plate Detection and Recognition for Variable Resolution Requirements. - Yilin Gao; Shiyi Mu; Shugong Xu (IEEE Trans. Intell. Transp. Syst., 2024)

Toward Reliable License Plate Detection in Varied Contexts: Overcoming the Issue of Undersized Plate Annotations. - Zhongxing Peng; Yilin Gao; Shiyi Mu; Shugong Xu (IEEE Trans. Intell. Transp. Syst., 2024)

Uni-EPM: A Unified Extensible Perception Model Without Labeling Everything. - Yilin Gao; Shiyi Mu; Shugong Xu (IEEE Trans. Intell. Transp. Syst., 2025)

Unreal is all you need: Multimodal ISAC Data Simulation with Only One Engine. - Kongwu Huang; Shiyi Mu; Jun Jiang; Yuan Gao 013; Shugong Xu (CoRR, 2025)

Stereo-based 3D Anomaly Object Detection for Autonomous Driving: A New Dataset and Baseline. - Shiyi Mu; Zichong Gu; Hanqi Lyu; Yilin Gao; Shugong Xu (CoRR, 2025)

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction. - Shiyi Mu; Yongkang Liu 002; Shi Feng 001; Xiaocui Yang; Daling Wang; Yifei Zhang 003 (CoRR, 2025)