The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

10 April 2025

Chris Xiaoxuan Lu

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Papers citing "The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search"

14 / 14 papers shown

Title
AutoMind: Adaptive Knowledgeable Agent for Automated Data Science Yixin Ou Yujie Luo Jingsheng Zheng Lanning Wei Shuofei Qiao Jintian Zhang Da Zheng Huajun Chen Ningyu Zhang LLMAG AI4CE 113 0 0 12 Jun 2025
Provably Learning from Language Feedback Wanqiao Xu Allen Nie Ruijie Zheng Aditya Modi Adith Swaminathan Ching-An Cheng 137 0 0 12 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
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
Improving Research Idea Generation Through Data: An Empirical Investigation in Social Science Xiao Liu Xinyi Dong Xinyang Gao Yansong Feng Xun Pang AI4CE LRM 39 0 0 27 May 2025
Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration Zijun Liu Zhennan Wan Peng Li Ming Yan Ji Zhang Fei Huang Yang Liu LLMAG 78 0 0 27 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
SOCIA: An End-to-End Agentic Framework for Automated Cyber-Physical-Social Simulator Generation Yuncheng Hua Ji Miao Mehdi Jafari Jianxiang Xie Hao Xue Flora D. Salim 139 0 0 17 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
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
A Self-Improving Coding Agent Maxime Robeyns Martin Szummer Laurence Aitchison LLMAG 136 1 0 21 Apr 2025
Automating quantum feature map design via large language models Kenya Sakka K. Mitarai Keisuke Fujii 73 2 0 10 Apr 2025
All That Glitters is Not Novel: Plagiarism in AI Generated Research Tarun Gupta Danish Pruthi 128 2 0 23 Feb 2025