Qin, Chengwei

7 publications

ICLR 2026 Task-Adaptive Parameter-Efficient Fine-Tuning for Weather Foundation Models Shilei Cao, Hehai Lin, Jiashun Cheng, Yang Liu, Guowen Li, Xuehe Wang, Juepeng Zheng, Haoyuan Liang, Meng Jin, Chengwei Qin, Hong Cheng, Haohuan Fu

TMLR 2025 A Comprehensive Survey of Contamination Detection Methods in Large Language Models Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty

TMLR 2025 A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems Zixuan Ke, Fangkai Jiao, Yifei Ming, Xuan-Phi Nguyen, Austin Xu, Do Xuan Long, Minzhi Li, Chengwei Qin, PeiFeng Wang, Silvio Savarese, Caiming Xiong, Shafiq Joty

ICMLW 2024 Chain of LoRA: Efficient Fine-Tuning of Language Models via Residual Learning Wenhan Xia, Chengwei Qin, Elad Hazan

AAAI 2024 Is a Large Language Model a Good Annotator for Event Extraction? Ruirui Chen, Chengwei Qin, Weifeng Jiang, Dongkyu Choi

NeurIPS 2024 Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Chengwei Qin, Pin-Yu Chen, Eng Siong Chng, Chao Zhang

ICLR 2022 LFPT5: A Unified Framework for Lifelong Few-Shot Language Learning Based on Prompt Tuning of T5 Chengwei Qin, Shafiq Joty