preprints

preprints by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Arxiv
    Acting Less is Reasoning More! Teaching Model to Act Efficiently
    Hongru Wang, Cheng Qian, Wanjun Zhong, Xiusi Chen, Jiahao Qiu, Shijue Huang, Bowen Jin, Mengdi Wang, Kam-Fai Wong, and Heng Ji
    2025
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  2. Arxiv
    Toward a Theory of Agents as Tool-Use Decision-Makers
    Hongru Wang, Cheng Qian, Manling Li, Jiahao Qiu, Boyang Xue, Mengdi Wang, Heng Ji, and Kam-Fai Wong
    2025
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  3. Arxiv
    Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution
    Jiahao Qiu, Xuan Qi, Tongcheng Zhang, Xinzhe Juan, Jiacheng Guo, Yifu Lu, Yimin Wang, Zixin Yao, Qihan Ren, Xun Jiang, Xing Zhou, Dongrui Liu, Ling Yang, Yue Wu, Kaixuan Huang, Shilong Liu, Hongru Wang, and Mengdi Wang
    2025
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  4. Arxiv
    RM-R1: Reward Modeling as Reasoning
    Xiusi Chen, Gaotang Li, Ziqi Wang, Bowen Jin, Cheng Qian, Yu Wang, Hongru Wang, Yu Zhang, Denghui Zhang, Tong Zhang, Hanghang Tong, and Heng Ji
    2025
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  5. Arxiv
    ToolRL: Reward is All Tool Learning Needs
    Cheng Qian, Emre Can Acikgoz, Qi He, Hongru Wang, Xiusi Chen, Dilek Hakkani-Tür, Gokhan Tur, and Heng Ji
    2025
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  6. Arxiv
    AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting
    Shijue Huang*, Hongru Wang*, Wanjun Zhong, Zhaochen Su, Jiazhan Feng, Bowen Cao, and Yi R. Fung
    2025
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  7. Arxiv
    Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models
    Rui Wang*, Hongru Wang*, Boyang Xue*, Jianhui Pang, Shudong Liu, Yi Chen, Jiahao Qiu, Derek Fai Wong, Heng Ji, and Kam-Fai Wong
    2025
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2024

  1. UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems
    Hongru Wang, Wenyu Huang, Yang Deng, Rui Wang, Zezhong Wang, Yufei Wang, Fei Mi, Jeff Z. Pan, and Kam-Fai Wong
    2024

2023

  1. A Survey of the Evolution of Language Model-Based Dialogue Systems
    Hongru Wang, Lingzhi Wang, Yiming Du, Liang Chen, Jingyan Zhou, Yufei Wang, and Kam-Fai Wong
    2023