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LIVE · 2026-10-01 05:40 UTC

self-evolving 34 papers this week · +483% WoW

papers mentioning "self-evolving" in title/abstract · 30d window

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Latest Papers

#TitleAuthorsCatDate
1Physis-Lang: Self-Evolving Language as a Physical Representation for Video World ModelLiming Lu, Xianzheng Ma, Wenkun He +14cs.CV2026-09-30
2DynaHarness: A Dynamic Physical Harness for Self-Evolving Robot AgentsHaoyuan Deng, Jiebin Liu, Tengxiao Zhang +3cs.RO2026-09-30
3Learning from Runtime Feedback through Failure-Bank Self-Evolution for Vision-Language-Action ModelsMingyue Cui, Zheyuan Liu, Yihan Zhu +2cs.RO2026-09-30
#4MemCodex: Self-Programming Hierarchical Memory for Language AgentsXiaoqiang Wang, Bang Liucs.CL2026-09-30
#5SE-ADD: Self-Evolving Audio Deepfake Detection with Mistake-Driven SupervisionRong Wan, Wei Xie, Jiaxi Li +4cs.SD2026-09-30
#6Do Self-Evolving Skills Generalize to Held-Out Tasks?Xihao Piao, Zifeng Wang, Zhen Chencs.AI2026-09-30
#7False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search AgentsMeijia Chen, Hao Li, Zheng Lu +12cs.CL2026-09-30
#8Self-Evolving Algorithm-Design Agents: Escaping In-Context Evolutionary Stagnation via Population-Curated Policy OptimizationChen Lu, Ke Xue, Siyuan Xu +2cs.AI2026-09-30
#9UniEvo-VL: An On-policy Self-Distillation Training Recipe for Multimodal Model Self-improvementFang Wu, Da Xing, Yanjie Huang +16cs.AI2026-09-30
#10EvoSteer: Online Self-Evolving Graph Orchestration via Reference-Anchored Credit AssignmentMingda Zhang, Hanwen Zhang, Qiang Huang +5cs.AI2026-09-29
#11Breaking Babel: A Self-Evolving Multi-Agent System for Long-Form Subtitle TranslationHaibo Jin, Xinjie Li, Najmeh Sadoughi +4cs.CL2026-09-29
#12Component-Aware Feedback for Self-Evolving ProgramsEthan Lin, Jinming Nian, Yi Fangcs.AI2026-09-29
#13PrivMeSA: Privacy-Aware Self-Evolving Multi-Agent System for Medicine via Local-Remote LLM CollaborationDannong Wang, Yuran Zhang, Bian Sun +4cs.AI2026-09-29
#14Self-Evolving Harness on Multiple Tasks with the Agent as Its Own OptimizerQiankai Xucs.AI2026-09-29
#15TabFM-Auto: Self-Evolving Pipelines for Tabular Foundation ModelsDeqing Fu, Huangyuan Su, Rajat Sen +4cs.LG2026-09-29
#16Topological Coherence for Self-evolving Multi-agent SystemsSen Zhao, Ruiqi Kong, Zuyu Zhang +4cs.AI2026-09-29
#17AnyAct: Universal Action for Self-Evolving AgentsLingrui Xu, Yangqin Jiang, Jiachang Zhang +2cs.AI2026-09-29
#18Group-Marginalized Self-Rewarding RL Drives Zero-Label Self-EvolvingYiming Wang, Yikang Liu, Qingyuan Tian +4cs.LG2026-09-29
#19EASE: Behavior-Adaptive Skill Curation for Self-Evolving AgentsZhen Xiong, Qiaoyu Tancs.AI2026-09-29
#20SafeCoEvo: Co-Evolving Safety Harnesses and Guards for LLM Agents at Test-TimeYu Cheng, Yongkang Hu, Shuaijie Ma +12cs.AI2026-09-29
#21SAGE: A Statistical Acceptance Gate for Self-Evolving AgentsYihao Wang, Linhan Xia, Rui Liu +6cs.AI2026-09-28
#22SEABench: Benchmarking Endogenous Misalignment In Self-Evolving AgentsSaswat Das, Parvati Viswanathan, Daniel Donnelly +3cs.CR2026-09-28
#23Reliability Engineering for AI Systems: Challenges, Methods, and DirectionsRong Pan, Yili Hong, Min Xiecs.AI2026-09-28
#24DoAtlas-2: A Foundation for Self-Evolving Causal Biomedical DiscoveryYulong Li, Rong Xia, Yuxuan Zhang +12cs.AI2026-09-28
#25The Right Lesson at the Right Step: Deriving Control Updates for Self-Evolving AgentsYunhe Su, ZiYi Dong, Tong Yu +4cs.CL2026-09-28
#26WeaveData: A Multimodal Data Analysis System with Self-Critiquing and Self-Evolving LLM PlansMin Jia, Shihao Zhou, Jun-Peng Zhu +9cs.DB2026-09-28
#27Beyond Skill Evolution: Self-Evolving Context Management Policies for Long-Horizon Agent HarnessesWeiyuan Li, Jinghan Xu, Aili Chen +4cs.AI2026-09-28
#28GenMem: Generative Symbolic Memory for Self-Evolving HarnessXinke Jiang, Tao Feng, Weixuan Xu +7cs.LG2026-09-28
#29Direct Self-Evolving Optimization: Evolving LLMs without Challenger TrainingYuyang Deng, Yu Wang, Jiayun Wangcs.LG2026-09-28
#30Self-Evolving Agents via Likelihood-Guided Tool-Space OptimizationXuanqi Zhang, Ruinan Jin, Running Yang +4cs.AI2026-09-28
#31SpatialSkill: Self-Evolving Skills for Cross-View Spatial ReasoningRuifan Zuo, Guocheng Hu, Wanshui Gan +3cs.CV2026-09-28
#32Self-discovering RL in the Era of Experience: Is Learning History an Asset or a Burden?Haomin Luocs.AI2026-09-27
#33Program-Verified Self-Evolution for Vision-Language ModelsAhmed Heakl, Sungik Choi, Moontae Lee +1cs.CV2026-09-27
#34Dr. Free: You Don't Need Difficulty Rewards for Self-Evolving Search AgentsZhipeng Qian, Zihan Liang, Yufei Ma +10cs.AI2026-09-27
#35EverMine: Dissecting the Self-Evolution of Research Capabilities in Long-Horizon Alpha ResearchSiyuan Li, Jiangfeng Zhang, Rui Yao +3cs.AI2026-09-27
#36NLPG: Natural-Language Policy Gradients for Self-Evolving Language AgentsXu Liu, WenZhang Wei, Jun Cao +4cs.CL2026-09-27
#37SeOPD: Self-Evolving LLMs via Online Policy Distillation from Self-Generated Chain-of-ThoughtXiaoshu Chen, Xiangyu Wong, Sihang Zhou +2cs.AI2026-09-27
#38Compositional Safety Failures in Harness Evolution: Identification and Runtime MonitoringZhixiang Zhang, Zesen Liu, Wai Ip Lai +2cs.AI2026-09-27
#39StraTune: Adaptive Selection of Revision Operators for Self-Evolving LLM SkillsZeping Liu, Yan Li, Ni Lao +2cs.AI2026-09-26
#40Counterfactual Self-Evolving Agents for Evidence-Grounded ReasoningXing Han, Yuxin Wang, Chen Chen +8cs.AI2026-09-26
#41RoboFoundry: System-as-Policy Evolution for Self-Learning Embodied AgentsJingsong Liang, Shuhao Liao, Shizhe Zhang +15cs.RO2026-09-26
#42Self-Evolving Multi-Agent Symbolic Discovery for Financial Fundamental AnalysisKelvin J. L. Koa, Filip Orestav, Shengqiong Wu +2cs.MA2026-09-26
#43Self-Evolving Time-Series Forecasting Agents with Episodic Memory and Online Policy LearningJunyi Wang, Yilin Wang, Wen Wu +1cs.LG2026-09-26
#44ExpVoyager: Direct Experience Navigation for Dynamic Agent Skill SynthesisKwangwook Seo, Dongha Leecs.CL2026-09-26
#45VPEvolve: A Self-Evolving Virtual Process Engineer for Computational LithographyTianyi Li, Wenxuan Dong, Donger Luo +5cs.AI2026-09-26
#46Self-Evolving Multimedia Verification through Memory Consolidation of Contestation ExperiencesTruong Thanh Hung Nguyen, Vo Thanh Khang Nguyen, Hoang-Loc Cao +4cs.MM2026-09-23
#47Ladders of Thought: A Self-Evolving Curriculum of Progressively Simplified Reasoning TracesMinghui Liu, Thomas Magelinski, Dehao Yuan +2cs.AI2026-09-22
#48When Tomorrow Becomes Today: Self-Evolving Policies for Agentic Time-Series ForecastingYifan Hu, Xilin Dai, Zhiyuan Qu +4cs.LG2026-09-21
#49Beyond Endpoint Performance: Process-Level Evaluation of Self-Evolving AgentsHongqiang Lin, Chao Liu, Xiaofan Bai +4cs.AI2026-09-21
#50Qwen-Audio-3.1-Realtime: Towards Reliable Agentic Voice InteractionLujia Bao, Qian Chen, Luyao Cheng +14eess.AS2026-09-21

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