MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning
Published in Findings of NAACL 2025, 2024
Author: Xujia Wang, Haiyan Zhao, Shuo Wang, Hanqing Wang, Zhiyuan Liu
Publications
You can also find my articles on my Google Scholar profile.
Conference Papers
MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning
Published in NAACL 2025, 2024
Author: Hanqing Wang, Yixia Li, Shuo Wang, Guanhua Chen, Yun Chen
Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models
Published in NeurIPS 2024, 2024
Author: Bowen Ping, Shuo Wang, Hanqing Wang, Xu Han, Yuzhuang Xu, Yukun Yan, Yun Chen, Baobao Chang, Zhiyuan Liu, Maosong Sun
LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks
Published in ACL 2024, 2024
Author: Hanqing Wang*, Bowen Ping*, Shuo Wang, Xu Han, Yun Chen, Zhiyuan Liu, Maosong Sun
StyleBART: Decorate Pretrained Model with Style Adapters for Unsupervised Stylistic Headline Generation
Published in Findings of EMNLP 2023, 2023
Author: Hanqing Wang*, Yajing Luo*, Boya Xiong, Guanhua Chen, Yun Chen
Multilingual Sentence Transformer as A Multilingual Word Aligner
Published in Findings of EMNLP 2022, short, 2022
Author: Weikang Wang, Guanhua Chen, Hanqing Wang, Yue Han, Yun Chen