Title
MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures -- A Comprehensive Framework Yifan Zhu Chao Zhang Xin Shi Xueqiao Zhang Yi Yang Yawei Luo LLMAG 62 0 0 24 May 2025
LiteCUA: Computer as MCP Server for Computer-Use Agent on AIOS Kai Mei Xi Zhu Hang Gao Shuhang Lin Yongfeng Zhang 188 0 0 24 May 2025
Gaming Tool Preferences in Agentic LLMs Kazem Faghih Wenxiao Wang Yize Cheng Siddhant Bharti Gaurang Sriramanan S. Balasubramanian Parsa Hosseini Soheil Feizi LLMAG KELM 82 0 0 23 May 2025
MCP-RADAR: A Multi-Dimensional Benchmark for Evaluating Tool Use Capabilities in Large Language Models Xuanqi Gao Siyi Xie Juan Zhai Shqing Ma Chao Shen ELM 90 0 0 22 May 2025
ToolSpectrum : Towards Personalized Tool Utilization for Large Language Models Zihao Cheng Hongru Wang Zeming Liu Yuhang Guo Yuanfang Guo Yunhong Wang Haifeng Wang 89 0 0 19 May 2025
Retrospex: Language Agent Meets Offline Reinforcement Learning Critic Yufei Xiang Yiqun Shen Yeqin Zhang Cam-Tu Nguyen OffRL LLMAG KELM LRM 216 3 0 17 May 2025
CarbonCall: Sustainability-Aware Function Calling for Large Language Models on Edge Devices Varatheepan Paramanayakam Andreas Karatzas Iraklis Anagnostopoulos Dimitrios Stamoulis 69 1 0 29 Apr 2025
RAG LLMs are Not Safer: A Safety Analysis of Retrieval-Augmented Generation for Large Language Models Bang An Shiyue Zhang Mark Dredze 143 5 0 25 Apr 2025
TongUI: Building Generalized GUI Agents by Learning from Multimodal Web Tutorials Bofei Zhang Zirui Shang Zhi Gao Wang Zhang Rui Xie Xiaojian Ma Tao Yuan Xinxiao Wu Song-Chun Zhu Qing Li LLMAG 124 3 0 17 Apr 2025
Teaching Large Language Models to Reason through Learning and Forgetting Tianwei Ni Allen Nie Sapana Chaudhary Yao Liu Huzefa Rangwala Rasool Fakoor ReLM CLL LRM 468 0 0 15 Apr 2025
Reimagining Urban Science: Scaling Causal Inference with Large Language Models Yutong Xia Ao Qu Yunhan Zheng Yihong Tang Dingyi Zhuang ... Cathy Wu Roger Zimmermann Lijun Sun Roger Zimmermann Jinhua Zhao AI4CE 372 2 0 15 Apr 2025
Efficient Evaluation of Large Language Models via Collaborative Filtering Xu-Xiang Zhong Chao Yi Han-Jia Ye 103 0 0 05 Apr 2025
Stochastic Optimization with Optimal Importance Sampling Liviu Aolaritei Bart P. G. Van Parys Henry Lam Michael I. Jordan 126 2 0 04 Apr 2025
Multi-Mission Tool Bench: Assessing the Robustness of LLM based Agents through Related and Dynamic Missions Peijie Yu Yifan Yang Jiajian Li Zelong Zhang Haorui Wang Xiao Feng Feng Zhang LLMAG 191 2 0 03 Apr 2025
Towards Scientific Intelligence: A Survey of LLM-based Scientific Agents Shuo Ren Pu Jian Zhenjiang Ren Chunlin Leng Can Xie Jiajun Zhang LLMAG AI4CE 140 4 0 31 Mar 2025
Measuring AI Ability to Complete Long Tasks Thomas Kwa Ben West Joel Becker Amy Deng Katharyn Garcia ... Lucas Jun Koba Sato H. Wijk Daniel M. Ziegler Elizabeth Barnes Lawrence Chan ELM 258 18 0 18 Mar 2025
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval Yu Zhang Shutong Qiao Jiaqi Zhang Tzu-Heng Lin Chen Gao Yongqian Li LM&Ro LM&MA 229 3 0 07 Mar 2025
Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity Yupu Hao Pengfei Cao Zhuoran Jin Huanxuan Liao Yubo Chen Kang Liu Jun Zhao LLMAG 395 1 0 02 Mar 2025
SMART: Self-Aware Agent for Tool Overuse Mitigation Cheng Qian Emre Can Acikgoz H. Wang Xiusi Chen Avirup Sil Dilek Hakkani-Tur Gokhan Tur Heng Ji LLMAG KELM LRM 150 9 0 17 Feb 2025
AgentStudio: A Toolkit for Building General Virtual Agents Longtao Zheng Zhiyuan Huang Zhenghai Xue Xinrun Wang Bo An Shuicheng Yan 213 20 0 17 Feb 2025
Divergent Thoughts toward One Goal: LLM-based Multi-Agent Collaboration System for Electronic Design Automation Haoyuan Wu Haisheng Zheng Zhuolun He Bei Yu 94 1 0 15 Feb 2025
Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning Yanfang Zhang Yiliu Sun Yibing Zhan Dapeng Tao Dacheng Tao Chen Gong LRM AI4CE LLMAG 152 2 0 28 Jan 2025
SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task Ziije Zhong Linqing Zhong Zhaoze Sun Qingyun Jin Zengchang Qin Xiaofan Zhang 110 10 0 28 Jan 2025
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use Junjie Ye Zhengyin Du Xuesong Yao Weijian Lin Yufei Xu ... Siyu Yuan Tao Gui Qi Zhang Xuanjing Huang Jiecao Chen 117 0 0 05 Jan 2025
Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web Hiroki Furuta Yutaka Matsuo Aleksandra Faust Izzeddin Gur CLL 188 16 0 03 Jan 2025
Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement Xiaoqing Zhang Yuhan Liu Flood Sung Xiuying Chen Shuo Shang Rui Yan 66 1 0 30 Dec 2024
MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Saptarshi Sengupta Kristal Curtis Akshay Mallipeddi Abhinav Mathur Joseph Ross Liang Gou Liang Gou LLMAG SyDa 195 2 0 28 Nov 2024
BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games Davide Paglieri Bartłomiej Cupiał Samuel Coward Ulyana Piterbarg Maciej Wolczyk ... Lerrel Pinto Rob Fergus Jakob Foerster Jack Parker-Holder Tim Rocktaschel LLMAG LRM 204 22 0 20 Nov 2024
CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments Kung-Hsiang Huang Akshara Prabhakar Sidharth Dhawan Yixin Mao Huan Wang Silvio Savarese Caiming Xiong Philippe Laban Chien-Sheng Wu 124 14 0 04 Nov 2024
Adapting While Learning: Grounding LLMs for Scientific Problems with Intelligent Tool Usage Adaptation Bohan Lyu Yadi Cao Duncan Watson-Parris Leon Bergen Taylor Berg-Kirkpatrick Rose Yu 129 5 0 01 Nov 2024
Improving Model Factuality with Fine-grained Critique-based Evaluator Yiqing Xie Wenxuan Zhou Pradyot Prakash Di Jin Yuning Mao ... Sinong Wang Han Fang Carolyn Rose Daniel Fried Hejia Zhang HILM 130 8 0 24 Oct 2024
Beyond Browsing: API-Based Web Agents Yueqi Song Frank F. Xu Shuyan Zhou Graham Neubig 129 23 0 21 Oct 2024
MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling Yakun Zhu Shaohang Wei Xu Wang Kui Xue Xiaofan Zhang Shanghang Zhang 120 2 0 17 Oct 2024
Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning Mingyang Chen Haoze Sun Tianpeng Li Fan Yang Hao Liang Keer Lu Tengjiao Wang Wentao Zhang Guosheng Dong Weipeng Chen LRM 109 6 0 16 Oct 2024
Agent Skill Acquisition for Large Language Models via CycleQD So Kuroki Taishi Nakamura Takuya Akiba Yujin Tang MoMe 112 2 0 16 Oct 2024
Planning Anything with Rigor: General-Purpose Zero-Shot Planning with LLM-based Formalized Programming Yilun Hao Yang Zhang Chuchu Fan LLMAG 123 17 0 15 Oct 2024
Balancing Continuous Pre-Training and Instruction Fine-Tuning: Optimizing Instruction-Following in LLMs Ishan Jindal Chandana Badrinath Pranjal Bharti Lakkidi Vinay Sachin Dev Sharma CLL ALM 68 2 0 14 Oct 2024
Agentic Information Retrieval Weinan Zhang Junwei Liao Ning Li Kounianhua Du Jianghao Lin AIFin 107 7 0 13 Oct 2024
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Ji-Rong Wen 145 13 0 10 Oct 2024
Learning Evolving Tools for Large Language Models Guoxin Chen Zhong Zhang Xin Cong Fangda Guo Yesai Wu Yankai Lin Wenzheng Feng Yasheng Wang KELM 112 2 0 09 Oct 2024
ToolGen: Unified Tool Retrieval and Calling via Generation Renxi Wang Xudong Han Lei Ji Shu Wang Timothy Baldwin Haonan Li LLMAG 121 9 0 04 Oct 2024
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents H. Zhang Jingyuan Huang Kai Mei Yifei Yao Zhenting Wang Chenlu Zhan Hongwei Wang Yongfeng Zhang AAML LLMAG ELM 184 40 0 03 Oct 2024
Agent-Oriented Planning in Multi-Agent Systems Ao Li Yuexiang Xie Songze Li Fugee Tsung Bolin Ding Yaliang Li AIFin 380 10 0 03 Oct 2024
Towards LifeSpan Cognitive Systems Yu Wang Chi Han Tongtong Wu Xiaoxin He Wangchunshu Zhou ... Zexue He Wei Wang Gholamreza Haffari Heng Ji Julian McAuley KELM CLL 461 2 0 20 Sep 2024
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls Kinjal Basu Ibrahim Abdelaziz Kiran Kate Mayank Agarwal Maxwell Crouse ... Sadhana Kumaravel Saurabh Goyal Xin Wang Luis A. Lastras Pavan Kapanipathi 71 11 0 04 Sep 2024
ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities Jiarui Lu Thomas Holleis Yizhe Zhang Bernhard Aumayer Feng Nan ... Shen Ma Mengyu Li Guoli Yin Zirui Wang Ruoming Pang LLMAG ELM 102 39 0 08 Aug 2024
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future Haolin Jin Linghan Huang Haipeng Cai Jun Yan Bo Li Huaming Chen 149 37 0 05 Aug 2024
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation Mengkang Hu Yixiao Wang Can Xu Lingfeng Sun Chensheng Peng T. Hannagan Nicola Poerio Saravan Rajmohan LM&Ro LLMAG 123 22 0 01 Aug 2024
ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents Haiyang Shen Yue Li Desong Meng Dongqi Cai Sheng Qi Li Zhang Mengwei Xu Yudong Han LLMAG 119 12 0 28 Jun 2024
Can Tool-augmented Large Language Models be Aware of Incomplete Conditions? Seungbin Yang Yujin Baek Taehee Kim Jaegul Choo 68 2 0 18 Jun 2024