Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study. - Jingye Chen; Haiyang Yu 004; Jianqi Ma; Mengnan Guan; Xixi Xu; Xiaocong Wang; Shaobo Qu; Bin Li 015; Xiangyang Xue 001 (CoRR, 2021)

Text Gestalt: Stroke-Aware Scene Text Image Super-resolution. - Jingye Chen; Haiyang Yu 004; Jianqi Ma; Bin Li 015; Xiangyang Xue 001 (AAAI, 2022)

Chinese Character Recognition with Augmented Character Profile Matching. - Xinyan Zu; Haiyang Yu 004; Bin Li 015; Xiangyang Xue 001 (ACM Multimedia, 2022)

Chinese Text Recognition with A Pre-Trained CLIP-Like Model Through Image-IDS Aligning. - Haiyang Yu 004; Xiaocong Wang; Bin Li 015; Xiangyang Xue 001 (ICCV, 2023)

TextFormer: Component-aware Text Segmentation with Transformer. - Xiaocong Wang; Chaoyue Wu; Haiyang Yu 004; Bin Li 015; Xiangyang Xue 001 (ICME, 2023)

Orientation-Independent Chinese Text Recognition in Scene Images. - Haiyang Yu 004; Xiaocong Wang; Bin Li 015; Xiangyang Xue 001 (IJCAI, 2023)

Towards Accurate Video Text Spotting with Text-wise Semantic Reasoning. - Xinyan Zu; Haiyang Yu 004; Bin Li 015; Xiangyang Xue 001 (IJCAI, 2023)

DeNoising-MOT: Towards Multiple Object Tracking with Severe Occlusions. - Teng Fu; Xiaocong Wang; Haiyang Yu 004; Ke Niu 004; Bin Li 015; Xiangyang Xue 001 (ACM Multimedia, 2023)

Scene Text Segmentation with Text-Focused Transformers. - Haiyang Yu 004; Xiaocong Wang; Ke Niu 004; Bin Li 015; Xiangyang Xue 001 (ACM Multimedia, 2023)

Weakly-Supervised Text Instance Segmentation. - Xinyan Zu; Haiyang Yu 004; Bin Li 015; Xiangyang Xue 001 (ACM Multimedia, 2023)

Uncertainty-aware U-Net for Medical Landmark Detection. - Ziyang Ye; Haiyang Yu 004; Bin Li 015 (CoRR, 2023)

Privacy-Preserving Collaborative Chinese Text Recognition with Federated Learning. - Shangchao Su; Haiyang Yu 004; Bin Li 015; Xiangyang Xue 001 (CoRR, 2023)

EAFormer: Scene Text Segmentation with Edge-Aware Transformers. - Haiyang Yu 004; Teng Fu; Bin Li 015; Xiangyang Xue 001 (ECCV (25), 2024)

Enhancing Adaptive Deep Networks for Image Classification via Uncertainty-aware Decision Fusion. - Xu Zhang 026; Zhipeng Xie; Haiyang Yu 004; Qitong Wang 003; Peng Wang 027; Wei Wang 009 (ACM Multimedia, 2024)

Chinese character recognition with radical-structured stroke trees. - Haiyang Yu 004; Jingye Chen; Bin Li 015; Xiangyang Xue 001 (Mach. Learn., 2024)

Foundation Model Driven Appearance Extraction for Robust Multiple Object Tracking. - Teng Fu; Haiyang Yu 004; Ke Niu 004; Bin Li 015; Xiangyang Xue 001 (AAAI, 2025)

ChatReID: Open-ended Interactive Person Retrieval via Hierarchical Progressive Tuning for Vision Language Models. - Ke Niu 004; Haiyang Yu 004; Mengyang Zhao; Teng Fu; Siyang Yi; Wei Lu; Bin Li 015; Xuelin Qian; Xiangyang Xue 001 (CoRR, 2025)

UMIT: Unifying Medical Imaging Tasks via Vision-Language Models. - Haiyang Yu 004; Siyang Yi; Ke Niu 004; Minghan Zhuo; Bin Li 015 (CoRR, 2025)

PHT-CAD: Efficient CAD Parametric Primitive Analysis with Progressive Hierarchical Tuning. - Ke Niu 004; Yuwen Chen; Haiyang Yu 004; Zhuofan Chen; Xianghui Que; Bin Li 015; Xiangyang Xue 001 (CoRR, 2025)

Synthesizing efficient data with diffusion models for person re-identification pre-training. - Ke Niu 004; Haiyang Yu 004; Xuelin Qian; Teng Fu; Bin Li 015; Xiangyang Xue 001 (Mach. Learn., 2025)

Zero-Shot Chinese Character Recognition with Hierarchical Multi-Granularity Image-Text Aligning. - Yinglian Zhu; Haiyang Yu 004; Qizao Wang; Wei Lu; Xiangyang Xue 001; Bin Li 015 (CoRR, 2025)

CReFT-CAD: Boosting Orthographic Projection Reasoning for CAD via Reinforcement Fine-Tuning. - Ke Niu 004; Zhuofan Chen; Haiyang Yu 004; Yuwen Chen; Teng Fu; Mengyang Zhao; Bin Li 015; Xiangyang Xue 001 (CoRR, 2025)

CoLa: Chinese Character Decomposition with Compositional Latent Components. - Fan Shi; Haiyang Yu 004; Bin Li 015; Xiangyang Xue 001 (CoRR, 2025)

Interpretable Oracle Bone Script Decipherment through Radical and Pictographic Analysis with LVLMs. - Kaixin Peng; Mengyang Zhao; Haiyang Yu 004; Teng Fu; Bin Li 015 (CoRR, 2025)

From Intent to Execution: Multimodal Chain-of-Thought Reinforcement Learning for Precise CAD Code Generation. - Ke Niu 004; Haiyang Yu 004; Zhuofan Chen; Mengyang Zhao; Teng Fu; Bin Li 015; Xiangyang Xue 001 (CoRR, 2025)

IADGPT: Unified LVLM for Few-Shot Industrial Anomaly Detection, Localization, and Reasoning via In-Context Learning. - Mengyang Zhao; Teng Fu; Haiyang Yu 004; Ke Niu 004; Bin Li 015 (CoRR, 2025)