AI Agent

FunReason-MT Technical Report: Advanced Data Synthesis Solution for Real-world Multi-Turn Tool-use

Zengzhuang Xu, Bingguang Hao, Zechuan Wang, Yuntao Wen, Xinyi Xu, Yang Liu, Long Chen, Dong Wang, Maolin Wang, Tong Zhao, Yicheng Chen, Cunyin Peng, Jinjie Gu, Leilei Gan, Xiangyu Zhao, Chenyi Zhuang, Shi Gu

机构 * Zhejiang University（浙江大学） ； City University of Hong Kong（香港城市大学） 纠错

专题命中 工具调用 ：tool-use(title)；agent(abstract)；autonomous agent(abstract)；tool use(abstract)

T^2Agent A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search

Xing Cui, Yueying Zou, Zekun Li, Peipei Li, Xinyuan Xu, Xuannan Liu, Huaibo Huang

专题命中 工具调用 ：agent(title,abstract)；分类 cs.CL

Comments accepted by AAAI 2026 (Oral)

The 'Sure' Trap: Multi-Scale Poisoning Analysis of Stealthy Compliance-Only Backdoors in Fine-Tuned Large Language Models

Yuting Tan, Yi Huang, Zhuo Li

专题命中 工具调用 ：agent(abstract)；tool-use(abstract)；分类 cs.LG

Comments 13 pages, 5 figures

From Power to Precision: Learning Fine-grained Dexterity for Multi-fingered Robotic Hands

Jianglong Ye, Lai Wei, Guangqi Jiang, Changwei Jing, Xueyan Zou, Xiaolong Wang

机构 * jianglongye.com/power-to-precision（个人网站） 纠错

专题命中 工具调用 ：tool use(abstract)；分类 cs.AI、cs.LG

Comments Project page: https://jianglongye.com/power-to-precision

Hogwild! Inference: Parallel LLM Generation via Concurrent Attention

Gleb Rodionov, Roman Garipov, Alina Shutova, George Yakushev, Erik Schultheis, Vage Egiazarian, Anton Sinitsin, Denis Kuznedelev, Dan Alistarh

机构 * Yandex ； HSE University（俄罗斯高等经济大学） ； IST Austria（国际研究所） 纠错

专题命中 工具调用 ：tool use(abstract)；分类 cs.CL、cs.LG

Comments 39th Conference on Neural Information Processing Systems (NeurIPS 2025)

Are LLMs The Way Forward? A Case Study on LLM-Guided Reinforcement Learning for Decentralized Autonomous Driving

Timur Anvar, Jeffrey Chen, Yuyan Wang, Rohan Chandra

专题命中 工具调用 ：planning(abstract)；分类 cs.AI、cs.LG

Instruction Tuning Chronologically Consistent Language Models

Songrun He, Linying Lv, Asaf Manela, Jimmy Wu

机构 * Washington University in St. Louis（华盛顿大学圣路易斯分校） 纠错

专题命中 工具调用 ：tool use(abstract)；分类 cs.LG

Advanced Tool Learning and Selection System (ATLASS): A Closed-Loop Framework Using LLM

Mohd Ariful Haque, Justin Williams, Sunzida Siddique, Md. Hujaifa Islam, Hasmot Ali, Kishor Datta Gupta, Roy George

机构 * Clark Atlanta University（克拉克亚特兰大大学） ； Daffodil International University（达福尔国际大学） ； Ahsanullah University of Science and Technology（阿沙努拉大学科学与技术学院） 纠错

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Journal ref 2025 IEEE International Conference on Service-Oriented System Engineering (SOSE), Tucson, AZ, USA, 21-24 July 2025, IEEE

CriticSearch: Fine-Grained Credit Assignment for Search Agents via a Retrospective Critic

Yaocheng Zhang, Haohuan Huang, Zijun Song, Yuanheng Zhu, Qichao Zhang, Zijie Zhao, Dongbin Zhao

机构 * Institute of Automation, CAS（中国科学院自动化研究所） ； School of Advanced Interdisciplinary Sciences, UCAS（清华大学交叉信息学院） ； School of Artificial Intelligence, UCAS（清华大学人工智能学院） 纠错

专题命中 工具调用 ：agent(abstract)；分类 cs.CL

Comments 17 pages, 10 figures

APP: A* Post-Processing Algorithm for Robots with Bidirectional Shortcut and Path Perturbation

Yong Li, Hui Cheng

专题命中 工具调用 ：planning(abstract)

Journal ref IEEE Robotics and Automation Letters ( Volume: 8, Issue: 11, November 2023)

Tagging ultra-boosted jets at FCC-hh using machine learning techniques

Sanchari Bhattacharyya, Biplob Bhattacherjee, Camellia Bose, Debtosh Chowdhury, Swagata Mukherjee

专题命中 工具调用 ：planning(abstract)

Comments 71 pages, 33 figures

Journal ref Phys.Rev.D 112 (2025) 9, 095003