Title
MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering Rushi Qiang Yuchen Zhuang Yinghao Li D. Kilman Rongzhi Zhang ... Ian Shu-Hei Wong Sherry Yang Percy Liang Chao Zhang Bo Dai ELM 43 0 0 12 May 2025
KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification Qianbo Zang Christophe Zgrzendek Igor Tchappi Afshin Khadangi Johannes Sedlmeir VLM 42 0 0 08 May 2025
A Survey of Scaling in Large Language Model Reasoning Zihan Chen Song Wang Zhen Tan Xingbo Fu Zhenyu Lei Peng Wang Huan Liu Cong Shen Jundong Li LRM 90 0 0 02 Apr 2025
SPIO: Ensemble and Selective Strategies via LLM-Based Multi-Agent Planning in Automated Data Science Wonduk Seo Juhyeon Lee Yi Bu 53 0 0 30 Mar 2025
AgentRxiv: Towards Collaborative Autonomous Research Samuel Schmidgall Michael Moor 74 4 0 23 Mar 2025
Why Do Multi-Agent LLM Systems Fail? Mert Cemri Melissa Z. Pan Shuyi Yang Lakshya A Agrawal Bhavya Chopra ... Dan Klein Kannan Ramchandran Matei A. Zaharia Joseph E. Gonzalez Ion Stoica LLMAG Presented at ResearchTrend Connect \| LLMAG on 23 Apr 2025 134 11 0 17 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 118 2 0 14 Mar 2025
IMPROVE: Iterative Model Pipeline Refinement and Optimization Leveraging LLM Agents Eric Xue Zeyi Huang Yuyang Ji Haohan Wang 86 1 0 25 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 88 8 0 21 Feb 2025
EvoFlow: Evolving Diverse Agentic Workflows On The Fly Guibin Zhang Kaijie Chen Guancheng Wan Heng Chang Hong Cheng Kaidi Wang Shuyue Hu Lei Bai 97 2 0 11 Feb 2025
Multi-agent Architecture Search via Agentic Supernet Guibin Zhang Luyang Niu Sihang Li Kaidi Wang Lei Bai Xinyu Wang 105 3 0 06 Feb 2025
DrugAgent: Automating AI-aided Drug Discovery Programming through LLM Multi-Agent Collaboration Sizhe Liu Yaojie Lu Siyu Chen Xiyang Hu Jieyu Zhao Tianfan Fu Yue Zhao LLMAG 94 9 0 24 Nov 2024
Qwen2.5-Coder Technical Report Binyuan Hui Jian Yang Zeyu Cui Jiaxi Yang Dayiheng Liu ... Fei Huang Xingzhang Ren Xuancheng Ren Jingren Zhou Junyang Lin OSLM 81 222 0 18 Sep 2024