{"total":24,"rows":[{"id":"2602.04837","title":"Group-Evolving Agents: Open-Ended Self-Improvement via Experience Sharing","created":"2026-02-04","cited_by_count":36,"area":"synth"},{"id":"2607.15524","title":"Recursive Harness Self-Improvement","created":"2026-07-17","cited_by_count":32,"area":"synth"},{"id":"2606.06473","title":"MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery","created":"2026-06-04","cited_by_count":28,"area":"synth"},{"id":"2512.24077","title":"LoongFlow: Directed Evolutionary Search via a Cognitive Plan-Execute-Summarize Paradigm","created":"2025-12-30","cited_by_count":22,"area":"synth"},{"id":"2510.18428","title":"AlphaOPT: Formulating Optimization Programs with Self-Improving LLM Experience Library","created":"2025-10-21","cited_by_count":14,"area":"synth"},{"id":"2607.28568","title":"Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering","created":"2026-07-30","cited_by_count":8,"area":"synth"},{"id":"2603.25681","title":"Self-Improvement of Large Language Models: A Technical Overview and Future Outlook","created":"2026-03-26","cited_by_count":5,"area":"synth"},{"id":"2607.24300","title":"Self-Authored Verification Is Unreliable in Heuristic Self-Improving Agents","created":"2026-07-27","cited_by_count":4,"area":"synth"},{"id":"2607.19592","title":"Knowledge-Centric Self-Improvement","created":"2026-07-21","cited_by_count":2,"area":"synth"},{"id":"2604.16322","title":"Steerable Instruction Following Coding Data Synthesis with Actor-Parametric Schema Co-Evolution","created":"2026-02-27","cited_by_count":1,"area":"synth"},{"id":"2604.04274","title":"InferenceEvolve: Towards Automated Causal Effect Estimators through Self-Evolving AI","created":"2026-04-05","cited_by_count":0,"area":"synth"},{"id":"2605.16379","title":"An Information-Theoretic Criterion for Efficient Data Synthesis","created":"2026-05-11","cited_by_count":0,"area":"synth"},{"id":"2606.29823","title":"Experience Graphs: The Data Foundation for Self-Improving Agents","created":"2026-06-29","cited_by_count":0,"area":"synth"},{"id":"2607.27687","title":"Rehearse: Stepping Back from the Confidence Cliff in Self-Improving Autoresearch","created":"2026-07-30","cited_by_count":0,"area":"synth"},{"id":"2608.10157","title":"SBCO: Self-Supervised, Verifier-Grounded Harness Optimization For Planning Agents","created":"2026-08-10","cited_by_count":0,"area":"synth"},{"id":"2609.09468","title":"Code-to-Harness: Distilling Black-Box Optimizers from Self-Play","created":"2026-09-08","cited_by_count":0,"area":"synth"},{"id":"2609.32984","title":"ReVision3D: Attribution-Guided Recursive Self-Improvement for 3D Medical Perception","created":"2026-09-26","cited_by_count":0,"area":"synth"},{"id":"2609.34279","title":"Direct Self-Evolving Optimization: Evolving LLMs without Challenger Training","created":"2026-09-28","cited_by_count":0,"area":"synth"},{"id":"2609.37989","title":"TabFM-Auto: Self-Evolving Pipelines for Tabular Foundation Models","created":"2026-09-29","cited_by_count":0,"area":"synth"},{"id":"2610.04646","title":"SEIS: Self-Evolving Inference Systems","created":"2026-10-03","cited_by_count":0,"area":"synth"},{"id":"2610.09239","title":"The Winner's Curse in LLM Self-Improvement Loops: Selection Noise, Lock-in, and Acceptance Rules","created":"2026-10-07","cited_by_count":0,"area":"synth"},{"id":"2610.12536","title":"EliteTable: Self-Improving Program Search for Executable Control Policies","created":"2026-10-08","cited_by_count":0,"area":"synth"},{"id":"2610.18083","title":"AReaL-RSI: Adaptive Scaling and Coordination of Recursive Self-Improvement","created":"2026-10-13","cited_by_count":0,"area":"synth"},{"id":"2610.19424","title":"VideoHarness-SRSI: Structured Recursive Self-Improvement for Video Understanding Harness","created":"2026-10-14","cited_by_count":0,"area":"synth"}],"next_cursor":null}