Pengwei Tang

According to our database, Pengwei Tang authored at least 9 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Beyond the Black Box: Theory and Mechanism of Large Language Models.

Zeyu Gan, Ruifeng Ren, Wei Yao, Xiaolin Hu, Gengze Xu, Chen Qian, Huayi Tang, Zixuan Gong, Xinhao Yao, Pengwei Tang, Zhenxing Dou, Yong Liu

CoRR, January, 2026

Put the Space of LoRA Initialization to the Extreme to Preserve Pre-trained Knowledge.

Pengwei Tang, Xiaolin Hu, Yong Liu, Lizhong Ding, Dongjie Zhang, Xing Wu, Debing Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

LoRA-Null: Low-Rank Adaptation via Null Space for Large Language Models.

Pengwei Tang, Yong Liu, Dongjie Zhang, Xing Wu, Debing Zhang

CoRR, March, 2025

ADePT: Adaptive Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning.

Pengwei Tang, Xiaolin Hu, Yong Liu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2023

Safe Contrastive Clustering.

Pengwei Tang, Huayi Tang, Wei Wang, Yong Liu

Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

Fair Scratch Tickets: Finding Fair Sparse Networks without Weight Training.

Pengwei Tang, Wei Yao, Zhicong Li, Yong Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Decouple then Combine: A Simple and Effective Framework for Fraud Transaction Detection.

Pengwei Tang, Huayi Tang, Wenhan Wang, Hanjing Su, Yong Liu

Proceedings of the Asian Conference on Machine Learning, 2023

2020

Fine-grained Iterative Attention Network for TemporalLanguage Localization in Videos.

Xiaoye Qu, Pengwei Tang, Zhikang Zhou, Yu Cheng, Jianfeng Dong, Pan Zhou

CoRR, 2020

Fine-grained Iterative Attention Network for Temporal Language Localization in Videos.

Xiaoye Qu, Pengwei Tang, Zhikang Zou, Yu Cheng, Jianfeng Dong, Pan Zhou, Zichuan Xu

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020