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
Publications
You can also find my articles on my Google Scholar profile.
Working Papers
Manuscripts in submission or in preparation.
Under Review
XPD: Empowering Reasoning MLLMs via Cross-Modal Proxy Decoding
In Preparation
Transferring Compressed Reasoning from Weak LLMs to Strong Reasoning Models
Conference Papers
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
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
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