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portfolio
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publications
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
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
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
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
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
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
Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages
Published in Findings of EMNLP 2025 2025
Author: Yongdong Chi*, Hanqing Wang*, Yun Chen, Yan Yang, Jian Yang, Zonghan Yang, Xiao Yan, Guanhua Chen
Beyond Static Rules: Automated Discovery of Latent Vulnerabilities in Text-to-SQL
Published in Findings of ACL 2026 2026
Author: Hanqing Wang*, Yongdong Chi*, Jian Yang, Lei Yang, Jiehui Zhao, Yun Chen, Guanhua Chen
talks
Talk on AI TIME ACL 2024 Paper Sharing Session
Published:
I presented our paper, “LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks,” at the AI TIME ACL 2024 Paper Sharing Session.
Wiztalk: ACL 2024 Paper Sharing Session
Published:
I presented our paper, “LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks,” at the Wiztalk: ACL 2024 Paper Sharing Session.
Academic Experience Sharing · SUFE Graduate Council ‘SiYuanShuo’
Published:
Academic Experience Sharing · SUFE Advanced Interdisciplinary Institute
Published:
teaching
TA Experience
Machine Learning (Undergraduate), SUFE, SIME, 2022 – 2024