| 2025 | EMNLP | Alignment for Efficient Tool Calling of Large Language Models. | Hongshen Xu, Zihan Wang, Zichen Zhu, Lei Pan, Xingyu Chen, Shuai Fan, Lu Chen, Kai Yu |
| 2025 | EMNLP | CLaw: Benchmarking Chinese Legal Knowledge in Large Language Models - A Fine-grained Corpus and Reasoning Analysis. | Xinzhe Xu, Liang Zhao, Hongshen Xu, Chen Chen |
| 2025 | ICML | Reducing Tool Hallucination via Reliability Alignment. | Hongshen Xu, Zichen Zhu, Lei Pan, Zihan Wang, Su Zhu, Da Ma, Ruisheng Cao, Lu Chen, Kai Yu |
| 2025 | ICONIP | Unsupervised Text Style Transfer via LLMs and Mask-Filling with Multi-way Interactions. | Lei Pan, Yuanyuan Liang, Hongshen Xu, Da Ma, Su Zhu, Shuai Fan |
| 2025 | NAACL | MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation. | Zichen Zhu, Hao Tang, Yansi Li, Dingye Liu, Hongshen Xu, Kunyao Lan, Danyang Zhang, Yixuan Jiang, Hao Zhou, Chenrun Wang, Situo Zhang, Liangtai Sun, Yixiao Wang, Yuheng Sun, Lu Chen, Kai Yu |
| 2024 | ACL | Sparsity-Accelerated Training for Large Language Models. | Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu |
| 2024 | COLING | Multilingual Brain Surgeon: Large Language Models Can Be Compressed Leaving No Language behind. | Hongchuan Zeng, Hongshen Xu, Lu Chen, Kai Yu |
| 2024 | ICASSP | A Birgat Model for Multi-Intent Spoken Language Understanding with Hierarchical Semantic Frames. | Hongshen Xu, Ruisheng Cao, Su Zhu, Sheng Jiang, Hanchong Zhang, Lu Chen, Kai Yu |
| 2024 | NAACL | CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions. | Hanchong Zhang, Ruisheng Cao, Hongshen Xu, Lu Chen, Kai Yu |
| 2024 | WSDM | Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding. | Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu |
| 2023 | ACL | Exploring Schema Generalizability of Text-to-SQL. | Jieyu Li, Lu Chen, Ruisheng Cao, Su Zhu, Hongshen Xu, Zhi Chen, Hanchong Zhang, Kai Yu |
| 2023 | EMNLP | ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought. | Hanchong Zhang, Ruisheng Cao, Lu Chen, Hongshen Xu, Kai Yu |
| 2022 | HRI | Cohesiveness of Robots in Groups Affects the Perception of Social Rejection by Human Observers. | Hongshen Xu, Ray LC |
| 2022 | NAACL | TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages. | Zihan Zhao, Lu Chen, Ruisheng Cao, Hongshen Xu, Xingyu Chen, Kai Yu |