Title
AgentDNS: A Root Domain Naming System for LLM Agents Enfang Cui Yujun Cheng Rui She Dan Liu Zhiyuan Liang Minxin Guo Tianzheng Li Qian Wei Wenjuan Xing Zhijie Zhong LLMAG 43 0 0 28 May 2025
LLM-Powered AI Agent Systems and Their Applications in Industry Guannan Liang Qianqian Tong LLMAG LM&Ro 63 3 0 22 May 2025
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning Yang Liu Shengfang Zhai Mingzhe Du Yulin Chen Tri Cao ... Xuzhao Li Kun Wang Junfeng Fang Jiaheng Zhang Bryan Hooi OffRL LRM 105 3 0 16 May 2025
Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Iizalaarab Elhaimeur Nikos Chrisochoides 91 0 0 24 Apr 2025
MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection Yibo Yan Shen Wang Jiahao Huo Philip S. Yu Xuming Hu Qingsong Wen 337 8 0 23 Mar 2025
TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding Max Ku Thomas Chong Jonathan Leung Krish Shah Alvin Yu Wenhu Chen LRM 135 4 0 26 Feb 2025
MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors Jakub Macina Nico Daheim Ido Hakimi Manu Kapur Iryna Gurevych Mrinmaya Sachan ELM 108 4 0 26 Feb 2025
BioMaze: Benchmarking and Enhancing Large Language Models for Biological Pathway Reasoning Haiteng Zhao Chang Ma FangZhi Xu Lingpeng Kong Zhi-Hong Deng LRM 115 3 0 23 Feb 2025
Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents Patrick Tser Jern Kon Jiachen Liu Qiuyi Ding Yiming Qiu Zhenning Yang Yibo Huang Jayanth Srinivasa Myungjin Lee Mosharaf Chowdhury Ang Chen 96 6 0 22 Feb 2025
MLGym: A New Framework and Benchmark for Advancing AI Research Agents Deepak Nathani Lovish Madaan Nicholas Roberts Nikolay Bashlykov Ajay Menon ... Tatiana Shavrina Jakob Foerster Yoram Bachrach William Yang Wang Roberta Raileanu LLMAG 138 15 0 21 Feb 2025
From Correctness to Comprehension: AI Agents for Personalized Error Diagnosis in Education Yi-Fan Zhang Hang Li D. Song Lichao Sun Tianlong Xu Qingsong Wen LLMAG LRM 135 2 0 20 Feb 2025
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning Junkai Chen Zhijie Deng Kening Zheng Yibo Yan Shuliang Liu PeiJun Wu Peijie Jiang Qingbin Liu Xuming Hu MU 98 8 0 18 Feb 2025
AI-VERDE: A Gateway for Egalitarian Access to Large Language Model-Based Resources For Educational Institutions Paul Mithun Enrique Noriega-Atala Nirav Merchant Edwin Skidmore VLM 136 1 0 17 Feb 2025
ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models Hanxing Ding Shuchang Tao Liang Pang Zihao Wei Jinyang Gao Bolin Ding Huawei Shen Xueqi Chen LLMAG KELM 158 2 0 17 Feb 2025
Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Songlin Xu Hao-Ning Wen Hongyi Pan Dallas Dominguez Dongyin Hu Xinyu Zhang 131 1 0 04 Feb 2025
Al-Khwarizmi: Discovering Physical Laws with Foundation Models Christopher E. Mower Haitham Bou-Ammar AI4CE 178 2 0 03 Feb 2025
Agent Laboratory: Using LLM Agents as Research Assistants Samuel Schmidgall Yusheng Su Zihan Wang Xingwu Sun Jialian Wu Xiaodong Yu Jiang Liu Michael Moor Zicheng Liu Emad Barsoum LLMAG 80 60 2 08 Jan 2025
LegalAgentBench: Evaluating LLM Agents in Legal Domain Haoyang Li Junjie Chen Jingli Yang Qingyao Ai Wei Jia ... Guozhi Yuan Yiran Hu Wuyue Wang Yang Liu Minlie Huang LLMAG AILaw ELM 106 17 0 23 Dec 2024
Using Generative AI and Multi-Agents to Provide Automatic Feedback Shuchen Guo Ehsan Latif Yimiao Zhou Xuan Huang Xiaoming Zhai AI4CE LLMAG 54 8 0 11 Nov 2024
Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks Adam Fourney Gagan Bansal Hussein Mozannar Cheng Tan Eduardo Salinas ... Victor C. Dibia Ahmed Hassan Awadallah Ece Kamar Rafah Hosn Saleema Amershi AI4CE LRM LLMAG 124 49 0 07 Nov 2024
AAAR-1.0: Assessing AI's Potential to Assist Research Renze Lou Hanzi Xu Sijia Wang Jiangshu Du Ryo Kamoi ... Xi Li Kai Zhang Congying Xia Lifu Huang Wenpeng Yin 128 7 0 29 Oct 2024
AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions Ziming Li Qianbo Zang David Ma Jiawei Guo Tuney Zheng ... Qingbin Liu Wanjun Zhong Wangchunshu Zhou Wenhao Huang Ge Zhang 69 23 0 27 Oct 2024
SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement Antonis Antoniades Albert Örwall Kexun Zhang Yuxi Xie Anirudh Goyal William Yang Wang LLMAG 138 22 0 26 Oct 2024
Revealing the Barriers of Language Agents in Planning Jian Xie Kexun Zhang Jiangjie Chen Siyu Yuan Kai Zhang Yikai Zhang Lei Li Yanghua Xiao LM&Ro AIFin LRM 112 12 0 16 Oct 2024
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses Zonglin Yang Wanhao Liu Ben Gao Tong Xie You Li Wanli Ouyang Soujanya Poria Min Zhang Dongzhan Zhou LRM 104 25 0 09 Oct 2024
ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection Yibo Yan Shen Wang Jiahao Huo Hang Li Yangqiu Song ... Kun Wang Hui Xiong Philip S. Yu Xuming Hu Qingsong Wen LRM 89 19 0 06 Oct 2024
TeachTune: Reviewing Pedagogical Agents Against Diverse Student Profiles with Simulated Students Hyoungwook Jin Minju Yoo Jeongeon Park Yokyung Lee Xu Wang Juho Kim ELM 88 8 0 05 Oct 2024
SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains? John Yang Carlos E. Jimenez Alex Zhang K. Lieret Joyce Yang ... Gabriel Synnaeve Karthik Narasimhan Diyi Yang Sida I. Wang Ofir Press 74 37 0 04 Oct 2024
ELLMA-T: an Embodied LLM-agent for Supporting English Language Learning in Social VR Mengxu Pan Alexandra Kitson Hongyu Wan Mirjana Prpa 63 4 0 03 Oct 2024
AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction Tianlong Xu Yi-Fan Zhang Zhendong Chu Shen Wang Qingsong Wen 67 10 0 14 Sep 2024
Language agents achieve superhuman synthesis of scientific knowledge Michael D. Skarlinski Sam Cox Jon M. Laurent James D. Braza Michaela M. Hinks M. Hammerling Manvitha Ponnapati Samuel G. Rodriques Andrew D. White ELM HILM ALM 96 40 0 10 Sep 2024
TourSynbio: A Multi-Modal Large Model and Agent Framework to Bridge Text and Protein Sequences for Protein Engineering Yiqing Shen Zan Chen Michail Mamalakis Yungeng Liu Tianbin Li Yanzhou Su Junjun He Pietro Liò Yu Guang Wang LLMAG 82 9 0 27 Aug 2024
GeoReasoner: Reasoning On Geospatially Grounded Context For Natural Language Understanding Yibo Yan Joey Lee LRM 98 7 0 21 Aug 2024
The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies Feng He Tianqing Zhu Dayong Ye Bo Liu Wanlei Zhou Philip S. Yu PILM LLMAG ELM 109 36 0 28 Jul 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 ... Qian Liu Victor Zhong Lu Chen Kai Yu Tao Yu 114 24 0 15 Jul 2024
Agentless: Demystifying LLM-based Software Engineering Agents Chunqiu Steven Xia Yinlin Deng Soren Dunn Lingming Zhang LLMAG 96 118 0 01 Jul 2024
Fairness and Bias in Multimodal AI: A Survey Tosin Adewumi Lama Alkhaled Namrata Gurung G. V. Boven Irene Pagliai 104 10 0 27 Jun 2024
The Effects of Embodiment and Personality Expression on Learning in LLM-based Educational Agents Sinan Sonlu Bennie Bendiksen Funda Durupinar U. Güdükbay 94 11 0 24 Jun 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing Jiangshu Du Yibo Wang Wenting Zhao Zhongfen Deng Shuaiqi Liu ... Eduardo Blanco Yixin Cao Rui Zhang Philip S. Yu Wenpeng Yin 73 34 0 24 Jun 2024
Beyond Answers: Large Language Model-Powered Tutoring System in Physics Education for Deep Learning and Precise Understanding Zhoumingju Jiang Mengjun Jiang AI4Ed 78 3 0 16 Jun 2024
From Words to Worlds: Transforming One-line Prompt into Immersive Multi-modal Digital Stories with Communicative LLM Agent Samuel S. Sohn Danrui Li Sen Zhang Che-Jui Chang Mubbasir Kapadia LLMAG VGen 87 3 0 15 Jun 2024
DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents Peter Alexander Jansen Marc-Alexandre Côté Tushar Khot Erin Bransom Bhavana Dalvi Mishra Bodhisattwa Prasad Majumder Oyvind Tafjord Peter Clark LLMAG 74 30 0 10 Jun 2024
Artificial social influence via human-embodied AI agent interaction in immersive virtual reality (VR): Effects of similarity-matching during health conversations Sue Lim Ralf Schmälzle Gary Bente 26 10 0 08 Jun 2024
Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models Xiyu Wang Yufei Wang Satoshi Tsutsui Weisi Lin Bihan Wen Alex C. Kot 83 6 0 20 May 2024
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts Minghao Wu Jiahao Xu Yulin Yuan Gholamreza Haffari Longyue Wang Weihua Luo Kaifu Zhang LLMAG 171 27 0 20 May 2024
LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery Pingchuan Ma Tsun-Hsuan Wang Minghao Guo Zhiqing Sun Joshua B. Tenenbaum Daniela Rus Chuang Gan Wojciech Matusik AI4CE 82 31 0 16 May 2024
FOKE: A Personalized and Explainable Education Framework Integrating Foundation Models, Knowledge Graphs, and Prompt Engineering Silan Hu Xiaoning Wang AI4Ed 43 3 0 06 May 2024
A Survey on the Memory Mechanism of Large Language Model based Agents Zeyu Zhang Xiaohe Bo Chen Ma Rui Li Xu Chen Quanyu Dai Jieming Zhu Zhenhua Dong Ji-Rong Wen LLMAG KELM 85 142 0 21 Apr 2024
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments Tianbao Xie Danyang Zhang Jixuan Chen Xiaochuan Li Siheng Zhao ... Shuyan Zhou Silvio Savarese Caiming Xiong Victor Zhong Tao Yu 106 176 0 11 Apr 2024
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems Bin Lei LLMAG AI4CE 55 18 0 06 Apr 2024