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2206.08896
Cited By
Evolution through Large Models
17 June 2022
Joel Lehman
Jonathan Gordon
Shawn Jain
Kamal Ndousse
Cathy Yeh
Kenneth O. Stanley
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Papers citing
"Evolution through Large Models"
50 / 58 papers shown
Title
AlphaEvolve: A coding agent for scientific and algorithmic discovery
Alexander Novikov
Ngan Vu
Marvin Eisenberger
Emilien Dupont
Po-Sen Huang
...
George Holland
Alex Davies
Sebastian Nowozin
Pushmeet Kohli
Matej Balog
62
17
0
16 Jun 2025
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space
Chuyang Chen
Brendan Dolan-Gavitt
Zhiqiang Lin
119
0
0
12 Jun 2025
EvoGit: Decentralized Code Evolution via Git-Based Multi-Agent Collaboration
Beichen Huang
Ran Cheng
Kay Chen Tan
19
0
0
01 Jun 2025
RoboMoRe: LLM-based Robot Co-design via Joint Optimization of Morphology and Reward
Jiawei Fang
Yuxuan Sun
Chengtian Ma
Qiuyu Lu
Lining Yao
28
0
0
30 May 2025
RedAHD: Reduction-Based End-to-End Automatic Heuristic Design with Large Language Models
Nguyen Thach
Aida Riahifar
Nathan Huynh
Hau Chan
39
0
0
26 May 2025
InnateCoder: Learning Programmatic Options with Foundation Models
Rubens O. Moraes
Quazi Asif Sadmine
Hendrik Baier
Levi H. S. Lelis
OffRL
88
0
0
18 May 2025
Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning
Anja Surina
Amin Mansouri
Lars Quaedvlieg
Amal Seddas
Maryna Viazovska
Emmanuel Abbe
Çağlar Gülçehre
104
3
0
07 Apr 2025
LLM-Guided Search for Deletion-Correcting Codes
Franziska Weindel
Reinhard Heckel
LRM
93
1
0
01 Apr 2025
LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers
Nikhil Abhyankar
Parshin Shojaee
Chandan K. Reddy
113
0
0
18 Mar 2025
Decision Tree Induction Through LLMs via Semantically-Aware Evolution
Tennison Liu
Nicolas Huynh
M. Schaar
89
3
0
18 Mar 2025
DISC: DISC: Dynamic Decomposition Improves LLM Inference Scaling
Jonathan Light
Wei Cheng
Benjamin Rivière
Wu Yue
Masafumi Oyamada
Mengdi Wang
Yisong Yue
Santiago Paternain
Haifeng Chen
ReLM
LRM
129
4
0
23 Feb 2025
PyGen: A Collaborative Human-AI Approach to Python Package Creation
Saikat Barua
Mostafizur Rahman
Md Jafor Sadek
Rafiul Islam
Shehnaz Khaled
Md. Shohrab Hossain
123
2
0
13 Nov 2024
Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization
Zeyuan Ma
Hongshu Guo
Yue-Jiao Gong
Jun Zhang
Kay Chen Tan
298
5
0
01 Nov 2024
Deep Insights into Automated Optimization with Large Language Models and Evolutionary Algorithms
He Yu
Qingbin Liu
93
3
0
28 Oct 2024
AgentSquare: Automatic LLM Agent Search in Modular Design Space
Yu Shang
Yu Li
Keyu Zhao
Likai Ma
Qingbin Liu
Fengli Xu
Yong Li
LLMAG
140
21
0
08 Oct 2024
Synthesizing Interpretable Control Policies through Large Language Model Guided Search
Carlo Bosio
Mark W. Mueller
59
0
0
07 Oct 2024
TS-EoH: An Edge Server Task Scheduling Algorithm Based on Evolution of Heuristic
Wang Yatong
Pei Yuchen
Zhao Yuqi
41
1
0
04 Sep 2024
Grammar-based Game Description Generation using Large Language Models
Tsunehiko Tanaka
Edgar Simo-Serra
135
2
0
24 Jul 2024
Deep Learning-Based Operators for Evolutionary Algorithms
Eliad Shem Tov
Moshe Sipper
Achiya Elyasaf
62
2
0
15 Jul 2024
GAVEL: Generating Games Via Evolution and Language Models
Graham Todd
Alexander Padula
Matthew Stephenson
Éric Piette
Dennis J. N. J. Soemers
Julian Togelius
83
9
0
12 Jul 2024
LICO: Large Language Models for In-Context Molecular Optimization
Tung Nguyen
Aditya Grover
85
10
0
27 Jun 2024
Efficient Evolutionary Search Over Chemical Space with Large Language Models
Haorui Wang
Marta Skreta
C. Ser
Wenhao Gao
Lingkai Kong
...
Yanqiao Zhu
Yuanqi Du
Alán Aspuru-Guzik
Kirill Neklyudov
Chao Zhang
139
19
0
23 Jun 2024
From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models
Eleni Nisioti
Claire Glanois
Elias Najarro
Andrew Dai
Elliot Meyerson
J. Pedersen
Laetitia Teodorescu
Conor F. Hayes
Shyam Sudhakaran
Sebastian Risi
AI4CE
LM&Ro
103
4
0
14 Jun 2024
Discovering Preference Optimization Algorithms with and for Large Language Models
Chris Xiaoxuan Lu
Samuel Holt
Claudio Fanconi
Alex J. Chan
Jakob Foerster
M. Schaar
R. T. Lange
OffRL
114
18
0
12 Jun 2024
FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch
Virginia Aglietti
Ira Ktena
Jessica Schrouff
Eleni Sgouritsa
Francisco J. R. Ruiz
Alan Malek
Alexis Bellot
Silvia Chiappa
84
3
0
07 Jun 2024
Open-Endedness is Essential for Artificial Superhuman Intelligence
Edward Hughes
Michael Dennis
Jack Parker-Holder
Feryal M. P. Behbahani
Aditi Mavalankar
Yuge Shi
Tom Schaul
Tim Rocktaschel
LRM
106
33
0
06 Jun 2024
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects
Javier Poyatos
Javier Del Ser
Salvador Garcia
H. Ishibuchi
Daniel Molina
I. Triguero
Bing Xue
Xin Yao
Francisco Herrera
97
1
0
03 Jun 2024
When Large Language Model Meets Optimization
Sen Huang
Kaixiang Yang
Sheng Qi
Rui Wang
102
14
0
16 May 2024
Position: Leverage Foundational Models for Black-Box Optimization
Xingyou Song
Yingtao Tian
Robert Tjarko Lange
Chansoo Lee
Yujin Tang
Yutian Chen
95
9
0
06 May 2024
LLM-SR: Scientific Equation Discovery via Programming with Large Language Models
Parshin Shojaee
Kazem Meidani
Shashank Gupta
A. Farimani
Chandan K. Reddy
224
23
0
29 Apr 2024
Large Language Models as In-context AI Generators for Quality-Diversity
Bryan Lim
Manon Flageat
Antoine Cully
66
4
0
24 Apr 2024
CUDA-Accelerated Soft Robot Neural Evolution with Large Language Model Supervision
Lechen Zhang
47
2
0
12 Apr 2024
Exploring the True Potential: Evaluating the Black-box Optimization Capability of Large Language Models
Beichen Huang
Xingyu Wu
Yu Zhou
Jibin Wu
Liang Feng
Ran Cheng
Kay Chen Tan
103
15
0
09 Apr 2024
Teaching Large Language Models to Reason with Reinforcement Learning
Alex Havrilla
Yuqing Du
Sharath Chandra Raparthy
Christoforos Nalmpantis
Jane Dwivedi-Yu
Maksym Zhuravinskyi
Eric Hambro
Sainbayar Sukhbaatar
Roberta Raileanu
ReLM
LRM
111
94
0
07 Mar 2024
LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation
Zeyuan Ma
Hongshu Guo
Jiacheng Chen
Guojun Peng
Zhiguang Cao
Yining Ma
Yue-Jiao Gong
SyDa
ALM
91
22
0
02 Mar 2024
Large Language Models to Enhance Bayesian Optimization
Tennison Liu
Nicolás Astorga
Nabeel Seedat
M. Schaar
158
60
0
06 Feb 2024
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap
Xingyu Wu
Sheng-hao Wu
Jibin Wu
Liang Feng
Kay Chen Tan
ELM
142
73
0
18 Jan 2024
Evolving Code with A Large Language Model
Erik Hemberg
Stephen Moskal
Una-May O’Reilly
82
30
0
13 Jan 2024
Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model
Fei Liu
Xialiang Tong
Mingxuan Yuan
Xi Lin
Fu Luo
Zhenkun Wang
Zhichao Lu
Qingfu Zhang
VLM
127
84
0
04 Jan 2024
Algorithm Evolution Using Large Language Model
Fei Liu
Xialiang Tong
Mingxuan Yuan
Qingfu Zhang
81
46
0
26 Nov 2023
Evolutionary Machine Learning and Games
Julian Togelius
Ahmed Khalifa
Sam Earle
M. Green
Lisa Soros
76
1
0
20 Nov 2023
Large Language Models as Evolutionary Optimizers
Shengcai Liu
Caishun Chen
Xinghua Qu
Jiaheng Zhang
Yew-Soon Ong
102
108
0
29 Oct 2023
Eureka: Human-Level Reward Design via Coding Large Language Models
Yecheng Jason Ma
William Liang
Guanzhi Wang
De-An Huang
Osbert Bastani
Dinesh Jayaraman
Yuke Zhu
Linxi Fan
A. Anandkumar
85
325
0
19 Oct 2023
Large Language Model for Multi-objective Evolutionary Optimization
Fei Liu
Xi Lin
Zhenkun Wang
Shunyu Yao
Xialiang Tong
Mingxuan Yuan
Qingfu Zhang
78
40
0
19 Oct 2023
ACES: Generating Diverse Programming Puzzles with with Autotelic Generative Models
Julien Pourcel
Cédric Colas
Gaia Molinaro
Pierre-Yves Oudeyer
Laetitia Teodorescu
97
3
0
15 Oct 2023
An evolutionary model of personality traits related to cooperative behavior using a large language model
Reiji Suzuki
Takaya Arita
LLMAG
70
25
0
03 Oct 2023
Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution
Chrisantha Fernando
Dylan Banarse
Henryk Michalewski
Simon Osindero
Tim Rocktaschel
LLMAG
ReLM
LRM
105
211
0
28 Sep 2023
Large Language Models as Optimizers
Chengrun Yang
Xuezhi Wang
Yifeng Lu
Hanxiao Liu
Quoc V. Le
Denny Zhou
Xinyun Chen
ODL
154
435
0
07 Sep 2023
OctoPack: Instruction Tuning Code Large Language Models
Niklas Muennighoff
Qian Liu
A. Zebaze
Qinkai Zheng
Binyuan Hui
Terry Yue Zhuo
Swayam Singh
Xiangru Tang
Leandro von Werra
Shayne Longpre
VLM
ALM
155
140
0
14 Aug 2023
Evolutionary Verbalizer Search for Prompt-based Few Shot Text Classification
Tongtao Ling
Lei Chen
Yutao Lai
Haiyan Liu
VLM
55
4
0
18 Jun 2023
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