publications

2025

1. 

   DataMan: Data Manager for Pre-training Large Language Models

   Anonymous

   In The Thirteenth International Conference on Learning Representations, 2025

2024

1. 

   Tablegpt2: A large multimodal model with tabular data integration

   Aofeng Su, Aowen Wang, Chao Ye, and 8 more authors

   arXiv preprint arXiv:2411.02059, 2024

   Model Repository

2. 

   Navigate Complex Physical Worlds via Geometrically Constrained LLM

   Yongqiang Huang, Wentao Ye, Liyao Li, and 1 more author

   In Proceedings of the 1st Workshop on Customizable NLP: Progress and Challenges in Customizing NLP for a Domain, Application, Group, or Individual (CustomNLP4U), 2024

3. 

   From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards

   Ziyu Chen, Zhiqing Xiao, Xinbei Jiang, and 1 more author

   In Intrinsically-Motivated and Open-Ended Learning Workshop@ NeurIPS2024, 2024

4. 

   On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey

   Lin Long, Rui Wang, Ruixuan Xiao, and 4 more authors

   In Findings of the Association for Computational Linguistics ACL 2024, 2024
5. Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection

   Xiaomeng Hu, Yiming Zhang, Ru Peng, and 4 more authors

   In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
6. A Comparative Study on Reasoning Patterns of OpenAI’s o1 Model

   Siwei Wu, Zhongyuan Peng, Xinrun Du, and 8 more authors

   arXiv preprint arXiv:2410.13639, 2024
7. When Quantum Computing Meets Database: A Hybrid Sampling Framework for Approximate Query Processing

   Sai Wu, Meng Shi, Dongxiang Zhang, and 3 more authors

   IEEE Transactions on Knowledge and Data Engineering, 2024

8. 

   FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents

   Ruixuan Xiao, Wentao Ma, Ke Wang, and 5 more authors

   In Findings of the Association for Computational Linguistics: EMNLP 2024, 2024