Title
Towards Pervasive Distributed Agentic Generative AI -- A State of The Art Gianni Molinari Fabio Ciravegna LLMAG LM&Ro AI4CE 29 0 0 16 Jun 2025
Textual Bayes: Quantifying Uncertainty in LLM-Based Systems Brendan Leigh Ross Noël Vouitsis Atiyeh Ashari Ghomi Rasa Hosseinzadeh Ji Xin ... Yi Sui Shiyi Hou Kin Kwan Leung Gabriel Loaiza-Ganem Jesse C. Cresswell 67 0 0 11 Jun 2025
An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Darui Lu Jordan M. Malof Willie J. Padilla AI4CE 9 0 0 07 Jun 2025
Oversight Structures for Agentic AI in Public-Sector Organizations Chris Schmitz Jonathan Rystrøm Jan Batzner AI4TS 98 0 0 05 Jun 2025
SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models Y. Wu Yushi Bai Zhiqiang Hu Juanzi Li Roy Ka-wei Lee 59 0 0 04 Jun 2025
AI Scientists Fail Without Strong Implementation Capability Minjun Zhu Qiujie Xie Yixuan Weng Jian Wu Zhen Lin Linyi Yang Yue Zhang ELM 78 0 0 02 Jun 2025
Research Borderlands: Analysing Writing Across Research Cultures Shaily Bhatt Tal August Maria Antoniak 45 0 0 01 Jun 2025
SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents Kunlun Zhu Jiaxun Zhang Ziheng Qi Nuoxing Shang Zijia Liu Peixuan Han Yue Su Haofei Yu Jiaxuan You 56 0 0 29 May 2025
AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage Xuanle Zhao Zilin Sang Yuxuan Li Qi Shi Shuo Wang Duzhen Zhang Xu Han Zhiyuan Liu Maosong Sun Maosong Sun 77 1 0 27 May 2025
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows Qiushi Sun Zhoumianze Liu Chang Ma Zichen Ding Fangzhi Xu ... B. Kao Wenhai Wang Biqing Qi Lingpeng Kong Zhiyong Wu LLMAG LM&Ro 80 3 0 26 May 2025
AI-Researcher: Autonomous Scientific Innovation J. Tang Lianghao Xia Zhonghang Li Chao Huang LRM 71 0 0 24 May 2025
Are Large Language Models Reliable AI Scientists? Assessing Reverse-Engineering of Black-Box Systems Jiayi Geng Howard Chen Dilip Arumugam Thomas L. Griffiths 107 0 0 23 May 2025
MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems Rui Ye Keduan Huang Qimin Wu Yuzhu Cai Tian Jin ... Bo An Yang Gao Wenjun Wu Lei Bai Siheng Chen LLMAG 118 1 0 22 May 2025
NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification NovelSeek Team Bo Zhang Shiyang Feng Xiangchao Yan Jiakang Yuan ... Zhongying Tu Xiangyu Yue W. Ouyang Bowen Zhou Lei Bai LLMAG 110 2 0 22 May 2025
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery Tianshi Zheng Zheye Deng Hong Ting Tsang Weiqi Wang Jiaxin Bai Zihao Wang Yangqiu Song LLMAG LM&Ro 113 2 0 19 May 2025
HALO: Hierarchical Autonomous Logic-Oriented Orchestration for Multi-Agent LLM Systems Zhipeng Hou Junyi Tang Yipeng Wang LLMAG AI4CE 110 0 0 17 May 2025
CAMEO: Collection of Multilingual Emotional Speech Corpora Iwona Christop Maciej Czajka 100 1 0 16 May 2025
Assessing Collective Reasoning in Multi-Agent LLMs via Hidden Profile Tasks Yuxuan Li Aoi Naito Hirokazu Shirado LLMAG 100 1 0 15 May 2025
Benchmarking AI scientists in omics data-driven biological research Erpai Luo Jinmeng Jia Yifan Xiong Xiangyu Li Xiaobo Guo Baoqi Yu Lei Wei Xuegong Zhang ELM 73 0 0 13 May 2025
Open Challenges in Multi-Agent Security: Towards Secure Systems of Interacting AI Agents Christian Schroeder de Witt AAML AI4CE 481 6 0 04 May 2025
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning Minju Seo Jinheon Baek Seongyun Lee Sung Ju Hwang AI4CE 138 5 0 24 Apr 2025
IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery Aniketh Garikaparthi Manasi Patwardhan Lovekesh Vig Arman Cohan VLM LRM 122 1 0 23 Apr 2025
Sparks of Science: Hypothesis Generation Using Structured Paper Data Charles OÑeill Tirthankar Ghosal Roberta Răileanu Mike Walmsley Thang Bui Kevin Schawinski I. Ciucă LRM 109 4 0 17 Apr 2025
Are AI agents the new machine translation frontier? Challenges and opportunities of single- and multi-agent systems for multilingual digital communication Vicent Briva-Iglesias LLMAG 63 1 0 17 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 391 2 0 15 Apr 2025
Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning Can Jin Hongwu Peng Qixin Zhang Yujin Tang Dimitris N. Metaxas Tong Che LLMAG LRM 437 9 0 14 Apr 2025
PriM: Principle-Inspired Material Discovery through Multi-Agent Collaboration Zheyuan Lai Yingming Pu 148 1 0 09 Apr 2025
Enforcement Agents: Enhancing Accountability and Resilience in Multi-Agent AI Frameworks Sagar Tamang Dibya Jyoti Bora 72 0 0 05 Apr 2025
Arti-"fickle" Intelligence: Using LLMs as a Tool for Inference in the Political and Social Sciences Lisa P. Argyle Ethan C. Busby Joshua R Gubler Bryce Hepner Alex Lyman David Wingate LLMAG 93 0 0 04 Apr 2025
How Deep Do Large Language Models Internalize Scientific Literature and Citation Practices? Andres Algaba Vincent Holst Floriano Tori Melika Mobini Brecht Verbeken Sylvia Wenmackers Vincent Ginis 120 1 0 03 Apr 2025
Self-Resource Allocation in Multi-Agent LLM Systems Alfonso Amayuelas Jingbo Yang Saaket Agashe Ashwin Nagarajan Antonis Antoniades Xinze Wang William Wang 183 6 0 02 Apr 2025
SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers Yanzheng Xiang Hanqi Yan Shuyin Ouyang Lin Gui Yulan He 133 4 0 31 Mar 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 158 4 0 31 Mar 2025
I'm Sorry Dave: How the old world of personnel security can inform the new world of AI insider risk Paul Martin Sarah Mercer 479 0 0 26 Mar 2025
AgentRxiv: Towards Collaborative Autonomous Research Samuel Schmidgall Michael Moor 183 8 0 23 Mar 2025
LLM Agents for Education: Advances and Applications Zhendong Chu Shen Wang Jian Xie Tinghui Zhu Yibo Yan ... Aoxiao Zhong Xuming Hu Jing Liang Philip S. Yu Qingsong Wen LLMAG ELM 160 7 0 14 Mar 2025
Deep Learning based discovery of Integrable Systems Shailesh Lal Suvajit Majumder E. Sobko 94 0 0 13 Mar 2025
Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs J. Huang Shijie Wang Liang-bo Ning Wenqi Fan Shuaiqiang Wang Dawei Yin Qing Li 122 2 0 12 Mar 2025
Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions Mourad Gridach Jay Nanavati Khaldoun Zine El Abidine Lenon Mendes Christina Mack 130 9 0 12 Mar 2025
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems Zekun Zhou Xiaocheng Feng L. Huang Xiachong Feng Ziyun Song ... Baoxin Wang Dayong Wu Guoping Hu Ting Liu Bing Qin AI4TS 122 1 0 03 Mar 2025
BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology Ludovico Mitchener Jon M. Laurent Benjamin Tenmann Siddharth Narayanan Geemi P Wellawatte A. White Lorenzo Sani Samuel G. Rodriques LLMAG LM&MA ELM 126 9 0 28 Feb 2025
TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding Max Ku Thomas Chong Jonathan Leung Krish Shah Alvin Yu Wenhu Chen LRM 139 4 0 26 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 121 6 0 22 Feb 2025
A Cognitive Writing Perspective for Constrained Long-Form Text Generation Kaiyang Wan Honglin Mu Rui Hao Haoran Luo Tianle Gu Xiuying Chen ALM 128 1 0 18 Feb 2025
LLM Agents Making Agent Tools Georg Wolflein Dyke Ferber Daniel Truhn Ognjen Arandjelovic Jakob Nikolas Kather LLMAG 112 6 0 17 Feb 2025
Self-Supervised Prompt Optimization Jinyu Xiang Jiayi Zhang Zhaoyang Yu Fengwei Teng Jinhao Tu Xinbing Liang Sirui Hong Chenglin Wu Yuyu Luo OffRL LRM 132 12 0 07 Feb 2025