Hongshen Xu

According to our database, Hongshen Xu authored at least 24 papers between 2021 and 2025.

Collaborative distances:

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

2025

MiMo-VL Technical Report.

Zihao Yue, Zhenru Lin, Yifan Song, Weikun Wang, Shuhuai Ren, Shuhao Gu, Shicheng Li, Peidian Li, Liang Zhao, Lei Li, Kainan Bao, Hao Tian, Hailin Zhang, Xiao-Gang Wang, Dawei Zhu, Cici, Chenhong He, Bowen Ye, Bowen Shen, Zihan Zhang, Zihan Jiang, Zhixian Zheng, Zhichao Song, Zhenbo Luo, Yue Yu, Yudong Wang, Yuanyuan Tian, Yu Tu, Yihan Yan, Yi Huang, Xu Wang, Xinzhe Xu, Xingchen Song, Xing Zhang, Xing Yong, Xin Zhang, Xiangwei Deng, Wenyu Yang, Wenhan Ma, Weiwei Lv, Weiji Zhuang, Wei Liu, Sirui Deng, Shuo Liu, Shimao Chen, Shihua Yu, Shaohui Liu, Shande Wang, Rui Ma, Qiantong Wang, Peng Wang, Nuo Chen, Menghang Zhu, Kangyang Zhou, Kang Zhou, Kai Fang, Jun Shi, Jinhao Dong, Jiebao Xiao, Jiaming Xu, Huaqiu Liu, Hongshen Xu, Heng Qu, Haochen Zhao, Hanglong Lv, Guoan Wang, Duo Zhang, Dong Zhang, Di Zhang, Chong Ma, Chang Liu, Can Cai, Bingquan Xia

CoRR, June, 2025

MiMo: Unlocking the Reasoning Potential of Language Model - From Pretraining to Posttraining.

Bingquan Xia, Bowen Shen, Cici, Dawei Zhu, Di Zhang, Gang Wang, Hailin Zhang, Huaqiu Liu, Jiebao Xiao, Jinhao Dong, Liang Zhao, Peidian Li, Peng Wang, Shihua Yu, Shimao Chen, Weikun Wang, Wenhan Ma, Xiangwei Deng, Yi Huang, Yifan Song, Zihan Jiang, Bowen Ye, Can Cai, Chenhong He, Dong Zhang, Duo Zhang, Guoan Wang, Hao Tian, Haochen Zhao, Heng Qu, Hongshen Xu, Jun Shi, Kainan Bao, QingKai Fang, Kang Zhou, Kangyang Zhou, Lei Li, Menghang Zhu, Nuo Chen, Qiantong Wang, Shaohui Liu, Shicheng Li, Shuhao Gu, Shuhuai Ren, Shuo Liu, Sirui Deng, Weiji Zhuang, Weiwei Lv, Wenyu Yang, Xin Zhang, Xing Yong, Xing Zhang, Xingchen Song, Xinzhe Xu, Xu Wang, Yihan Yan, Yu Tu, Yuanyuan Tian, Yudong Wang, Yue Yu, Zhenru Lin, Zhichao Song, Zihao Yue

CoRR, May, 2025

Delusions of Large Language Models.

Hongshen Xu, Zixv yang, Zichen Zhu, Kunyao Lan, Zihan Wang, Mengyue Wu, Ziwei Ji, Lu Chen, Pascale Fung, Kai Yu

CoRR, March, 2025

Alignment for Efficient Tool Calling of Large Language Models.

Hongshen Xu, Zihan Wang, Zichen Zhu, Lei Pan, Xingyu Chen, Lu Chen, Kai Yu

CoRR, March, 2025

Enhancing LLM Reliability via Explicit Knowledge Boundary Modeling.

Hang Zheng, Hongshen Xu, Yuncong Liu, Lu Chen, Pascale Fung, Kai Yu

CoRR, March, 2025

2024

Reducing Tool Hallucination via Reliability Alignment.

Hongshen Xu, Su Zhu, Zihan Wang, Hang Zheng, Da Ma, Ruisheng Cao, Shuai Fan, Lu Chen, Kai Yu

CoRR, 2024

Compressing KV Cache for Long-Context LLM Inference with Inter-Layer Attention Similarity.

Da Ma, Lu Chen, Situo Zhang, Yuxun Miao, Su Zhu, Zhi Chen, Hongshen Xu, Hanqi Li, Shuai Fan, Lei Pan, Kai Yu

CoRR, 2024

Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback.

Hongshen Xu, Zichen Zhu, Da Ma, Situo Zhang, Shuai Fan, Lu Chen, Kai Yu

CoRR, 2024

ChemDFM: Dialogue Foundation Model for Chemistry.

Zihan Zhao, Da Ma, Lu Chen, Liangtai Sun, Zihao Li, Hongshen Xu, Zichen Zhu, Su Zhu, Shuai Fan, Guodong Shen, Xin Chen, Kai Yu

CoRR, 2024

Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding.

Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

Ruisheng Cao, Fangyu Lei, Haoyuan Wu, Jixuan Chen, Yeqiao Fu, Hongcheng Gao, Xinzhuang Xiong, Hanchong Zhang, Wenjing Hu, Yuchen Mao, Tianbao Xie, Hongshen Xu, Danyang Zhang, Sida I. Wang, Ruoxi Sun, Pengcheng Yin, Caiming Xiong, Ansong Ni, Qian Liu, Victor Zhong, Lu Chen, Kai Yu, Tao Yu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

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

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

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

Proceedings of the IEEE International Conference on Acoustics, 2024

Multilingual Brain Surgeon: Large Language Models Can Be Compressed Leaving No Language behind.

Hongchuan Zeng, Hongshen Xu, Lu Chen, Kai Yu

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

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

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL.

Ruisheng Cao, Lu Chen, Jieyu Li, Hanchong Zhang, Hongshen Xu, Wangyou Zhang, Kai Yu

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL.

Ruisheng Cao, Hanchong Zhang, Hongshen Xu, Jieyu Li, Da Ma, Lu Chen, Kai Yu

CoRR, 2023

Large Language Model Is Semi-Parametric Reinforcement Learning Agent.

Danyang Zhang, Lu Chen, Situo Zhang, Hongshen Xu, Zihan Zhao, Kai Yu

CoRR, 2023

Large Language Models Are Semi-Parametric Reinforcement Learning Agents.

Danyang Zhang, Lu Chen, Situo Zhang, Hongshen Xu, Zihan Zhao, Kai Yu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Exploring Schema Generalizability of Text-to-SQL.

Jieyu Li, Lu Chen, Ruisheng Cao, Su Zhu, Hongshen Xu, Zhi Chen, Hanchong Zhang, Kai Yu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages.

Zihan Zhao, Lu Chen, Ruisheng Cao, Hongshen Xu, Xingyu Chen, Kai Yu

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Cohesiveness of Robots in Groups Affects the Perception of Social Rejection by Human Observers.

Hongshen Xu, Ray LC

Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2022

2021

Power Chess: Robot-to-Robot Nonverbal Emotional Expression Applied to Competitive Play.

Ray LC, Maurice Benayoun, PerMagnus Lindborg, Hongshen Xu, Hin Chung Chan, Ka Man Yip, Tianyi Zhang

Proceedings of the ARTECH 2021: 10th International Conference on Digital and Interactive Arts, Aveiro, Portugal, October 13, 2021