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

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

Foundation Model Driven Appearance Extraction for Robust Multiple Object Tracking. - Teng Fu 001; 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 001; Siyang Yi; Wei Lu; Bin Li 015; Xuelin Qian; 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 001; Bin Li 015; Xiangyang Xue 001 (Mach. Learn., 2025)

Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning. - Jinghui Lu; Haiyang Yu 004; Siliang Xu; Shiwei Ran; Guozhi Tang; Siqi Wang; Bin Shan; Teng Fu 001; Hao Feng 009; Jingqun Tang; Han Wang; Can Huang (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 001; Mengyang Zhao; Bin Li 015; Xiangyang Xue 001 (CoRR, 2025)

CrowdTrack: A Benchmark for Difficult Multiple Pedestrian Tracking in Real Scenarios. - Teng Fu 001; Yuwen Chen; Zhuofan Chen; Mengyang Zhao; Bin Li 015; Xiangyang Xue 001 (CoRR, 2025)

MEML-GRPO: Heterogeneous Multi-Expert Mutual Learning for RLVR Advancement. - Weitao Jia; Jinghui Lu; Haiyang Yu 004; Siqi Wang; Guozhi Tang; An-Lan Wang; Weijie Yin; Dingkang Yang; Yuxiang Nie; Bin Shan; Hao Feng 009; Irene Li; et al. (CoRR, 2025)

Interpretable Oracle Bone Script Decipherment through Radical and Pictographic Analysis with LVLMs. - Kaixin Peng; Mengyang Zhao; Haiyang Yu 004; Teng Fu 001; 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 001; 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 001; Haiyang Yu 004; Ke Niu 004; Bin Li 015 (CoRR, 2025)