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AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage

27 May 2025

Papers citing "AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage"

38 / 38 papers shown

Title
ResearchCodeAgent: An LLM Multi-Agent System for Automated Codification of Research Methodologies Shubham Gandhi Dhruv Shah Manasi Patwardhan Lovekesh Vig Gautam M. Shroff LLMAG AI4CE 444 2 0 28 Apr 2025
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning Minju Seo Jinheon Baek Seongyun Lee Sung Ju Hwang AI4CE 118 5 0 24 Apr 2025
PaperBench: Evaluating AI's Ability to Replicate AI Research Giulio Starace Oliver Jaffe Dane Sherburn James Aung Jun Shern Chan ... Benjamin Kinsella Wyatt Thompson Johannes Heidecke Amelia Glaese Tejal Patwardhan ALM ELM 911 22 0 02 Apr 2025
AgentRxiv: Towards Collaborative Autonomous Research Samuel Schmidgall Michael Moor 153 8 0 23 Mar 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 77 60 2 08 Jan 2025
Large Language Models for Constructing and Optimizing Machine Learning Workflows: A Survey Yang Gu Hengyu You Jian Cao Muran Yu Haoran Fan Shiyou Qian LM&MA AI4CE 108 5 0 11 Nov 2024
Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents Long Li Weiwen Xu Jiayan Guo Ruochen Zhao Xingxuan Li ... Ronghao Dang Deli Zhao Yu Rong Tian Feng Lidong Bing LRM AI4CE 74 30 0 17 Oct 2024
MinerU: An Open-Source Solution for Precise Document Content Extraction Bin Wang Chao Xu Xiaomeng Zhao Linke Ouyang Fan Wu ... Wei Li Botian Shi Yu Qiao Dahua Lin Conghui He 56 45 0 27 Sep 2024
CORE-Bench: Fostering the Credibility of Published Research Through a Computational Reproducibility Agent Benchmark Zachary S. Siegel Sayash Kapoor Nitya Nagdir Benedikt Stroebl Arvind Narayanan 71 13 0 17 Sep 2024
SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories Ben Bogin Kejuan Yang Shashank Gupta Kyle Richardson Erin Bransom Peter Clark Ashish Sabharwal Tushar Khot ELM LRM 75 18 0 11 Sep 2024
AutoM3L: An Automated Multimodal Machine Learning Framework with Large Language Models Daqin Luo Chengjian Feng Yuxuan Nong Yiqing Shen 59 6 0 01 Aug 2024
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models Jinheon Baek S. Jauhar Silviu Cucerzan Sung Ju Hwang AI4CE LLMAG LM&Ro 97 55 0 11 Apr 2024
AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks Zekang Yang Wang Zeng Sheng Jin Chao Qian Ping Luo Wentao Liu MLLM VLM 97 10 0 23 Feb 2024
ModelGPT: Unleashing LLM's Capabilities for Tailored Model Generation Zihao Tang Zheqi Lv Shengyu Zhang Leilei Gan Kun Kuang 96 8 0 18 Feb 2024
Executable Code Actions Elicit Better LLM Agents Xingyao Wang Yangyi Chen Lifan Yuan Yizhe Zhang Yunzhu Li Hao Peng Heng Ji ELM LLMAG LM&Ro 92 163 0 01 Feb 2024
MM-LLMs: Recent Advances in MultiModal Large Language Models Duzhen Zhang Yahan Yu Jiahua Dong Chenxing Li Dan Su Chenhui Chu Dong Yu OffRL LRM 100 209 0 24 Jan 2024
JarviX: A LLM No code Platform for Tabular Data Analysis and Optimization Shang-Ching Liu ShengKun Wang Wenqi Lin Chung-Wei Hsiung Yi-Chen Hsieh Yu-Ping Cheng Sian-Hong Luo Tsungyao Chang Jianwei Zhang 58 17 0 03 Dec 2023
iTransformer: Inverted Transformers Are Effective for Time Series Forecasting Yong Liu Tengge Hu Haoran Zhang Haixu Wu Shiyu Wang Lintao Ma Mingsheng Long AI4TS 90 528 0 10 Oct 2023
IEBins: Iterative Elastic Bins for Monocular Depth Estimation Shuwei Shao Z. Pei Xingming Wu Zhong Liu Weihai Chen Zhengguo Li MDE 51 52 0 25 Sep 2023
The Rise and Potential of Large Language Model Based Agents: A Survey Zhiheng Xi Wenxiang Chen Xin Guo Wei He Yiwen Ding ... Wenjuan Qin Yongyan Zheng Xipeng Qiu Xuanjing Huan Tao Gui LM&MA LM&Ro 3DV AI4CE 112 934 0 14 Sep 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 91 1,275 0 22 Aug 2023
Dual Aggregation Transformer for Image Super-Resolution Zheng Chen Yulun Zhang Jinjin Gu Lingyu Kong Xiaokang Yang Feng Yu ViT 68 185 0 07 Aug 2023
ChatDev: Communicative Agents for Software Development Cheng Qian Wei Liu Hongzhang Liu Nuo Chen Yufan Dang ... Xin Cong Juyuan Xu Dahai Li Zhiyuan Liu Maosong Sun LLMAG 82 211 0 16 Jul 2023
Low-Light Image Enhancement with Wavelet-based Diffusion Models Hailin Jiang Ao Luo Songchen Han Haoqiang Fan Shuaicheng Liu DiffM 69 144 0 01 Jun 2023
SciMON: Scientific Inspiration Machines Optimized for Novelty Qingyun Wang Doug Downey Heng Ji Tom Hope LLMAG 73 77 0 23 May 2023
AutoML-GPT: Automatic Machine Learning with GPT Shujian Zhang Chengyue Gong Lemeng Wu Xingchao Liu Mi Zhou LLMAG 123 66 0 04 May 2023
Visual Instruction Tuning Haotian Liu Chunyuan Li Qingyang Wu Yong Jae Lee SyDa VLM MLLM 560 4,861 0 17 Apr 2023
HumanMAC: Masked Motion Completion for Human Motion Prediction Ling-Hao Chen Jiawei Zhang Ye-rong Li Yiren Pang Xiaobo Xia Tongliang Liu DiffM VGen 62 62 0 07 Feb 2023
Solving High-Dimensional PDEs with Latent Spectral Models Haixu Wu Tengge Hu Huakun Luo Jianmin Wang Mingsheng Long AI4CE 130 47 0 30 Jan 2023
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers Yuqi Nie Nam H. Nguyen Phanwadee Sinthong Jayant Kalagnanam AIFin AI4TS 89 1,396 0 27 Nov 2022
Blurring-Sharpening Process Models for Collaborative Filtering Jeongwhan Choi Seoyoung Hong Noseong Park Sung-Bae Cho 62 44 0 17 Nov 2022
TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second Noah Hollmann Samuel G. Müller Katharina Eggensperger Frank Hutter 109 311 0 05 Jul 2022
SimVP: Simpler yet Better Video Prediction Zhangyang Gao Cheng Tan Lirong Wu Stan Z. Li 93 219 0 09 Jun 2022
Decoupled Knowledge Distillation Borui Zhao Quan Cui Renjie Song Yiyu Qiu Jiajun Liang 74 544 0 16 Mar 2022
TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation Abhyuday Desai Cynthia Freeman Zuhui Wang Ian Beaver SyDa AI4TS 57 117 0 15 Nov 2021
Tree Decomposed Graph Neural Network Yu Wang Hanyu Wang 58 70 0 25 Aug 2021
Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation Hu Cao Yueyue Wang Jieneng Chen Dongsheng Jiang Xiaopeng Zhang Qi Tian Manning Wang ViT MedIm 136 2,914 0 12 May 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 667 41,369 0 22 Oct 2020