📝 Publications

ACL 2025

Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning
Xuetao Ma, Wenbin Jiang, Hua Huang.
Annual Meeting of the Association for Computational Linguistics (ACL), 2025.

• We propose a problem-solving logic guided curriculum in-context learning strategy that selects and orders examples by analyzing the problem-solving logic, effectively enhancing the reasoning performance and efficiency of LLMs.

• Hangbei Cheng, Xueyu Liu, Jun Zhang, Xiaorong Dong, Xuetao Ma, et. GLMKD: Joint global and local mutual knowledge distillation for weakly supervised lesion segmentation in histopathology images, Expert Systems with Applications, 2025. SCI 1区 Top CCF-C

• Jun Zhang, Yunfei Zhang, Feixue Shao, Xuetao Ma, et. Efficient Face Anti-Spoofing via Head-aware Transformer based Knowledge Distillation with 5MB model parameters, Applied Soft Computing, 2024. SCI 1区 Top

• Yunfei Zhang, Jun Zhang, Tonglu Li, Feixue Shao, Xuetao Ma, Yongfei Wu, Shu Feng, Daoxiang Zhou. ACAN: A Plug-and-Play Adaptive Center-Aligned Network for Unsupervised Domain Adaptation, Engineering Applications of Artificial Intelligence, 2024. SCI 1区 Top CCF-C

• Jiazi Ouyang, Xuetao Ma, Yongfei Wu, et. Automatic No-Reference kidney tissue whole slide image quality assessment based on composite fusion models, Biomedical Signal Processing and Control, 2023 SCI 2区

• Jun Zhang, Yunfei Zhang, Feixue Shao, Xuetao Ma, Daoxiang Zhou. KDFAS: Multi-Stage Knowledge Distillation Vision Transformer for Face Anti-Spoofing, Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2023. CCF-C

• Xuetao Ma, Jun Zhang, Yunfei Zhang, Daoxiang Zhou. Exploring masked image modeling for face anti-spoofing, Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2022. CCF-C