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12 papers in the last four weeks, up 200% on the four weeks before. 0.1% of all new papers.

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  1. VideoEvolve: Evolving Agent Harnesses for Video Temporal Grounding

    Oct 1, 2026Bingjun Luo, Yuhuan Fan, Jialin Guo +1Video Temporal GroundingTemporal Grounding

    Tsinghua University · Columbia University · Harbin Engineering University

  2. Self-Evolving Coding Rules for AI Coding Agents

    Sep 30, 2026Zhengyuan Jiang, Reachal Wang, Yuepeng Hu +3Coding AgentsSelf-Evolving Agents

    Duke University

  3. Online Evolution Strategy for Flow-Matching VLA Policies via Self-Supervised Trajectory Distribution Optimization

    Sep 30, 2026Gongxin Yao, Yongsheng Zhao, Jiayin Deng +4Flow-Matching Vision-Language-ActionFlow Policies

    China Mobile (Hangzhou) Information Technology Co., Ltd., Hangzhou, 311121, China

  4. SimpleEvol: An Agent-Loop Framework for LLM-Driven Automated Heuristic Design with Minimal Human Priors

    Sep 29, 2026Jianghan Zhu, Cong Zhang, Rongjie Zhu +2Automated Heuristic DesignHeuristics

    School of Computing and Information Systems, Singapore Management University, Singapore · Independent Researcher · School of Teacher Education, Nanjing University of Information Science and Technology, China +1

  5. Evolving Towards Better Codes: LLM-Guided Search for High-Distance Binary Linear Codes

    Sep 29, 2026Amal Seddas, Vladyslav Shashkov, Maryna Viazovska +1Evolutionary SearchSource-Channel Coding

    EPFL

  6. Modeling Whole-Slide Images as Dynamic Tumor Microenvironment Fields

    Sep 28, 2026Lei Wu, Jiashuai Liu, Di Zhang +9Whole-Slide ImagesMultiple Instance Learning

    School of Computer Science and Technology, Xi’an Jiaotong University · University of Cambridge · Institute of Intelligent Medicine, Chinese Academy of Medical Sciences

  7. TimeEvo: Failure-Driven Self-Evolution of a Time Series Agent

    Sep 23, 2026Jie Yang, Yan Zheng, Jiarui Sun +8Self-Evolving AgentsSelf-Evolution

    University of Illinois at Chicago · Visa Research · University of Florida +2

  8. EvolveTrade: Experience-Driven Policy Refinement for Self-Evolving LLM Trading Agents

    Sep 15, 2026Sehee Kim, Yumin Choi, Minki Kang +1On-Policy Self-EvolutionAlphaevolve

    KAIST

  9. HypoEvolve: Genetic Algorithms Enable Multi-Agent LLMs to Discover Scientific Hypotheses

    Sep 14, 2026Jieyuan Liu, Mengzhou Hu, Jefferson Chen +10Hypothesis-Driven Model ExpansionMulti-Agent Evolution

    University of California San Diego · 2Texas A&M University · 3Carnegie Mellon University +1

  10. AlgoEvo: Self-Evolving Agentic Search for Automated Algorithm Discovery

    Sep 14, 2026Junhao Qiu, Qinglong Hu, Ji Cheng +3Evolutionary SearchSelf-Evolving Agents

    Department of Computer Science, City University of Hong Kong · Huawei Noah’s Ark Lab · Institute of Advanced Intelligence and Computing, A*STAR

  11. Big Brains and Changing Environments: Cause or Consequence?

    Sep 14, 2026Sian Heesom-Green, Jonathan Shock, Geoff NitschkeNeuroevolutionEvolutionary Optimization Methods

    Department of Computer Science, University of Cape Town Cape Town, South Africa

  12. EvolveScaler: Synthesizing Information-Evolution Contexts via Executable State Machines and Natural-Language Rendering

    Sep 8, 2026Ziliang Zhao, Zenan Xu, Shuting Wang +6AlphaevolveAutomata

    Gaoling School of Artificial Intelligence, Renmin University of China · LLM Department, Hunyuan Team, Tencent · The Chinese University of Hong Kong

  13. CineForge: Self-Improving Agents for Long-Horizon Video Generation

    Aug 30, 2026Junxiang Liu, Lin Wang, Haiyu Shi +10Video AgentVideo Generation

    Tongji University, Shanghai, China · Kuaishou Technology, Beijing, China · Fudan University, Shanghai, China

  14. Autonomous Mathematical Discovery in an Open-World Multi-Agent Environment

    Aug 24, 2026Stephen Chung, Wenyu Du, William J. WesleyMulti-Agent PlanningOpen-World

    DualverseAI · University of Cambridge · University of Hong Kong +1

  15. Practice Makes Unsafe: Skill Misevolution in Self-Improving LLM Agents

    Aug 13, 2026Xutao Mao, Liangjie Zhao, Xiang Zheng +1Large Language Model AgentsMalicious Agents

    1City University of Hong Kong · 2Adelaide University

  16. ELMER: Evolutionary Language Model that Explores and Refines

    Aug 10, 2026Matthew Siper, Ahmed Khalifa, Julian TogeliusAlphaevolveDomain-Specific Language

    Nof1, New York University · Nof1, University of Malta

  17. Ouroboros: A Self-Developing Frontier Coding Agent with Reviewed Core Evolution

    Aug 8, 2026Anton Razzhigaev, Andrei Gritsaev, Andrei Kaznacheev +3Self-Evolving AgentsAlphaevolve

    1Lomonosov Moscow State University · 2Skolkovo Institute of Science and Technology · 4FusionBrain Lab at AIRI +2

  18. MicroEvo: Knowledge-Guided LLM Sampling for Efficient Microarchitecture Design Space Exploration

    Aug 6, 2026Jia Xiong, Runkai Li, Chenxu Niu +11Evolutionary SearchNeural Architecture Search

    Southeast University · National Center of Technology Innovation for EDA · NVIDIA Corporation +4

  19. Teaching LLMs to Self-Evolve: Cultivating Core Meta-Skills with Reinforcement Learning

    Jul 24, 2026Shujin Wu, Cheng Qian, Xiusi Chen +1On-Policy Self-EvolutionSelf-Evolution

    University of Illinois Urbana-Champaign

  20. Genesis: An Empirical Platform for Studying Open-Ended Evolution Without Fitness Functions

    Jul 18, 2026Anushka SharmaEvolutionary Optimization MethodsAlphaevolve

    Banasthali Vidyapith Vanasthali, Rajasthan, India

  21. From Memory to Skills: Evidence-Grounded Co-Evolution Governance for Long-Horizon LLM Agents

    Jul 18, 2026Bo Tang, Yang Zhang, Guomian Zhuang +8Co-EvolutionSkills

    MemTensor · Hong Kong Polytechnic University · Fuzhou University +2

  22. Screening of Biosecurity Features in Metagenomic Data with Evo 2 Probes

    Jul 15, 2026Jeremy Guntoro, Alexander Dack, Dylan Danno +3Bacterial Colony CountingScreening

    John Innes Centre · AIxBio Hackathon contestant · Department of Bioengineering, Imperial College London +1

  23. Comparing Socio-technical Design Principles with Guidelines for Human-centered AI

    Jul 11, 2026Thomas HerrmannSocio-Technical SystemsPrinciples

    Ruhr-University Bochum, Institut für Arbeitswissenschaft, Bochum, Germany

  24. EvoLP: Self-Evolving Latency Predictor for Model Compression in Real-Time Edge Systems

    Jul 10, 2026Shuo Huai, Hao Kong, Shiqing Li +5Edge DevicesInference Latency

    School of Computer Science and Engineering, Nanyang Technological University, Singapore · HP-NTU Digital Manufacturing Corporate Lab, Nanyang Technological University, Singapore · HP Inc., Palo Alto, California, USA

  25. From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents

    Jul 8, 2026Haipeng Ding, Yuexiang Xie, Zhewei Wei +2Self-Evolving AgentsMulti-Llm Agents

    Renmin University of China · Alibaba Group

  26. M2Note: Continual Evolution of Vision Language Models via Mistake Notebook Learning

    Jul 1, 2026Haiwen Li, Jing Tang, Rui Chen +2Multimodal Reasoning BenchmarksRecent Vision-Language Models

    AMAP, Alibaba Group

  27. DataEvolver: Self-Evolving Multi-Agent Data Construction for Text-Rich Image Generation

    Jun 30, 2026Siyu Yan, Yizhen Gao, Yilin Wang +2Training DataAlphaevolve

    1Central South University

  28. LithoDreamer: A Physics-Informed World Model for Multi-Stage Computational Lithography

    Jun 25, 2026Yuqi Jiang, Yumeng Liu, Zimu Li +7LithographyPhysics-Informed Learning

    Zhejiang University, No. 38 Zheda Road, Xihu District, Hangzhou, Zhejiang Province, China.

  29. AlgoEvolve: LLM-driven Meta-evolution of Algorithmic Trading Programs

    Jun 24, 2026Dhruv Sharma, Gautam ShroffAlgorithmic TradingEvolutionary Search

    Indraprastha Institute of Information Technology, Delhi

  30. VeriEvol: Scaling Multimodal Mathematical Reasoning via Verifiable Evol-Instruct

    Jun 22, 2026Haoling Li, Kai Zheng, Jie Wu +4Multimodal Reasoning BenchmarksVisual Reasoning

    1Tsinghua University · 2Tencent Hunyuan

  31. Following the Flow: Advection-Consistent Modeling for Event-based Small Object Detection

    Jun 21, 2026Wen Guo, Fulong Cai, Wuzhou QuanObject DetectionLatent Motion

    School of Information and Electronic Engineering, Shandong Technology and Business University, Yantai 264005, China · Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China

  32. The Hidden Evolution of Disguised Visual Context inside the VLM

    Jun 18, 2026Wish Suharitdamrong, Tony Alex, Muhammad Awais +1Long Visual-Token SequencesVisual Representations

    Surrey Institute for People-Centred AI, University of Surrey, Guildford, GU2 7XH, UK · Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, UK

  33. EvolveNav: Proactive Preflection and Self-Evolving Memory for Zero-Shot Object Goal Navigation

    Jun 16, 2026Qi Chai, Wenhao Shen, Nanjie Yao +5Vision-Language NavigationZero-Shot

    XGRIDS Shenzhen, China

  34. OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation

    Jun 16, 2026Guibin Zhang, Xun Xu, Yanwei Yue +4Self-Evolving AgentsUnsupervised On-Policy Self-Distillation

    LV-NUS Lab · FDU · PKU +1

  35. APEX: Adaptive Principle EXtraction A Three-Layer Self-Evolution Framework for Production AI Agents

    Jun 13, 2026Ya-Chuan Chen, Tien-Jen Lai, Hsiang-Wei HuSelf-EvolutionArtificial Intelligence Agents

    Grace AI Technology

  36. Rule Taxonomy and Evolution in AI IDEs: A Mining and Survey Study

    Jun 10, 2026Guangzong Cai, Ruiyin Li, Peng Liang +2Code QualityTaxonomy

    School of Computer Science, Wuhan University, China · School of Computer Science, Central China Normal University, China · School of Computing Technologies, RMIT University, Australia

  37. Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in Adversarial Games

    Jun 9, 2026Haoran Li, Zengle Ge, Ziyang Zhang +10Adversarial EvaluationCo-Evolution

    University of Chinese Academy of Sciences · Famou Agent Team, Baidu AI Cloud · The University of Sydney, Australia +3

  38. Differentially Private Synthetic Data via APIs 4: Tabular Data

    Jun 6, 2026Toan Tran, Arturs Backurs, Zinan Lin +3Synthetic Tabular DataSynthetic Data

    Emory University · Microsoft Research

  39. Self-evolving LLM agents with in-distribution Optimization

    Jun 5, 2026Yudi Zhang, Meng Fang, Zhenfang Chen +1On-Policy Self-EvolutionSelf-Evolving Agents

    Eindhoven University of Technology, Netherlands · University of Liverpool, United Kingdom · MIT-IBM Watson AI Lab.

  40. LLM-Guided Evolution for Medical Decision Pipelines

    Jun 5, 2026Ivan Sviridov, Artem Oskin, Ivan Panin +4Clinical Decision SupportTriage

    1Sber AI Lab · 2AIRI

  41. AnchorWorld: Embodied Egocentric World Simulation with View-based Evolution Customization

    Jun 5, 2026Yu Li, Menghan Xia, Gongye Liu +8Video World ModelsMany Worlds

    1Tsinghua University · ∗This work was conducted during the author’s internship at Kling Team, Kuaishou Technology. · 2HUST +3

  42. FunctionEvolve: Structure-Guided Symbolic Regression with LLMs

    Jun 5, 2026Zeyu Xia, Jun Zhu, Dong YanSymbolic RegressionEvolutionary Search

    Bosch Center for Artificial Intelligence · Department of Computer Science and Technology, Tsinghua University · Department of Computer Science and Technology +1

  43. DataEvolver: Automatic Data Preparation for Large Language Models through Multi-Level Self-Evolving

    Jun 5, 2026Chao Deng, Shaolei Zhang, Ju Fan +1AlphaevolveTraining Data

    Renmin University of China, Beijing, China

  44. SAGE: A Quantitative Evaluation of Socialized Evolution in Agent Ecosystems

    Jun 2, 2026Linyue Pan, Yaoming Zhu, Lin Qiu +2Self-Evolving AgentsSelf-Improving Agents

    Tsinghua University, China · Meituan, China

  45. Evolutionary Discovery of Bivariate Bicycle Codes with LLM-Guided Search

    Jun 1, 2026Juan Cruz-Benito, Andrew W. Cross, David Kremer +1Quantum Error CorrectionQuantum Annealing

    IBM Research, IBM T. J. Watson Research Center, NY, USA

  46. Deep Research as Rubric for Reinforcement Learning

    May 31, 2026Wangyi Mei, Zhouhong Gu, Zhenhan Bai +9RubricsDeep Research

    Fudan University · Xiaohongshu Inc. · Beijing University of Posts and Telecommunications

  47. PE-means: Improved Differentially Private kk-means Clustering through Private Evolution

    May 29, 2026Thomas Humphries, Zinan Lin, Sergey YekhaninK-MeansClustering

    University of Waterloo · Microsoft Research

  48. AnE: Pushing the Reasoning Frontier of Multimodal LLMs via Anchor Evolution

    May 25, 2026Zehao Wang, Yihan Zeng, Zidong Gong +5Multimodal Reasoning BenchmarksMultimodal Large Language Models

    Harbin Institute of Technology · Huawei Noah’s Ark Lab · Independent Researcher

  49. ECo-MoE: Embodiment-Conditioned Mixture of Experts Increases the Evolvability of Robots

    May 22, 2026Yibin Wang, Muhan Li, Zihan Guo +1Co-EvolutionRobot Systems

    Northwestern University, Evanston, IL, USA.

  50. MadEvolve: Evolutionary Optimization of Trading Systems with Large Language Models

    May 21, 2026Yurii Kvasiuk, Tianyi Li, Owen Colegrove +1Algorithmic TradingEvolutionary Optimization

    Department of Physics, University of Wisconsin–Madison · Event Horizon Labs

  51. Vector Policy Optimization: Training for Diversity Improves Test-Time Search

    May 21, 2026Ryan Bahlous-Boldi, Isha Puri, Idan Shenfeld +6Frictive Policy OptimizationDiversity

    1MIT · 2Improbable AI Lab · 4Sakana AI +1

  52. GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation

    May 20, 2026Sixiang Chen, Zhaohu Xing, Tian Ye +7Multi-Reference Image GenerationImage Generation

    The Hong Kong University of Science and Technology (Guangzhou) · Meituan · The Hong Kong University of Science and Technology +1

  53. EvoStruct: Bridging Evolutionary and Structural Priors for Antibody CDR Design via Protein Language Model Adaptation

    May 20, 2026Mansoor Ahmed, Sujin Lee, Umar Khayaz +1AntibodyEpitope Prediction

    Georgia State University, Atlanta, USA · Georgia Institute of Technology, Atlanta, USA

  54. SMCEvolve: Principled Scientific Discovery via Sequential Monte Carlo Evolution

    May 14, 2026Jiachen Jiang, Huminhao Zhu, Zhihui ZhuEvolutionary SearchAlphaevolve

    Department of Computer Science and Engineering The Ohio State University

  55. Evo-Depth: A Lightweight Depth-Enhanced Vision-Language-Action Model

    May 14, 2026Tao Lin, Yuxin Du, Jiting Liu +14Diffusion-Based Vision-Language-ActionsRobotic Manipulation

    School of AI, Shanghai Jiao Tong University · King Abdullah University of Science and Technology · SJTU-Quic Robot Joint Lab +1

  56. Learning to Build the Environment: Self-Evolving Reasoning RL via Verifiable Environment Synthesis

    May 14, 2026Yucheng Shi, Zhenwen Liang, Kishan Panaganti +3Synthetic EnvironmentsOn-Policy Self-Evolution

    Tencent HY LLM

  57. EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents

    May 13, 2026Jiaqi Liu, Xinyu Ye, Peng Xia +4AlphaevolveLarge Language Model Agents

    UNC-Chapel Hill · UC Berkeley · UCSC

  58. Taming the Long Tail: Rebalancing Adversarial Training via Adaptive Perturbation

    May 13, 2026Lilin Zhang, Yimo Guo, Yue Li +2Adversarial TrainingClass Imbalance

    1Sichuan University · 2Dongfang Electric (Chengdu) Innovation Research Co., Ltd. · 3Southwest China Research Institute of Electronic Equipment

  59. Effective Harness Engineering for Algorithm Discovery with Coding Agents

    May 13, 2026Yoichi Ishibashi, Taro Yano, Masafumi OyamadaEvolutionary SearchAlphaevolve

    NEC Corporation.

  60. LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search

    May 10, 2026Temoor TanveerEvolutionary SearchAlphaevolve

    Independent Researcher