| 1 | Designer-RSI: Evolving Procedural Memory from User Traffic for Agentic Graphic Design | Hongyang Du, Lan Yan, Christian Flores +1 | cs.AI | 2026-09-18 |
| 2 | Benchmarking World Models for Continual Learning on Compositional Tasks | Haoyu Zhou, Joe Watson, Anson Lei +1 | cs.LG | 2026-09-18 |
| 3 | CIBuzzBench: A Benchmark for Cross-Lingual Understanding of Chinese Internet Buzzwords | Yifan Wang, Junyu Lu, Qifan Wang +6 | cs.CL | 2026-09-18 |
| #4 | When Online Adaptation Hurts: Parameter-Frozen Test-Time Ensembling for Continual Medical Image Segmentation | Ruijie Huang | cs.CV | 2026-09-18 |
| #5 | CogGym: Towards Large-Scale Comparative Evaluation of Human and Machine Cognition | Lance Ying, Jinzhou Wu, Yingshan Susan Wang +53 | cs.AI | 2026-09-18 |
| #6 | Accelerating Sharded Data Parallelism at Scale with Federated Learning | Gianluca Mittone, Marco Aldinucci | cs.DC | 2026-09-17 |
| #7 | EliGSiR: Continual RGB-D Mapping with Gaussian Splatting under Bounded Compute | Björn Ellensohn, Elmar Rueckert, Christian Rauch | cs.CV | 2026-09-17 |
| #8 | Think Thrice Before Reranking: Multi-perspective Evidence and Reasoning Integration for Text Reranking | Lijun Liu, Zhengzong Chen, Wenyan Li +2 | cs.IR | 2026-09-17 |
| #9 | Neuro-Symbolic Agentic AI for Networked Low-Altitude UAVs | Yuqi Ping, Tianhao Liang, Nanchi Su +4 | cs.AI | 2026-09-17 |
| #10 | Continual Enterprise World Model Discovery in Dynamic Systems | Shambhavi Mishra, David Vazquez, Perouz Taslakian +3 | cs.AI | 2026-09-17 |
| #11 | An Architecture for Long-Horizon Agents: Levels, Ticks and Cascaded Intelligence | Erik Nijkamp, Anurag Koul, Egor Pakhomov +1 | cs.AI | 2026-09-17 |
| #12 | CERA-MoA: Co-Evolving Routing Mechanisms with Continually Learning LLM Agents | Jiaxuan Jiang, Liyuan He, Zhixuan Fang | cs.AI | 2026-09-16 |
| #13 | AeroWeaver: An Embodied-Agent Harness for Weaving Aerial Skills into Distributed, Adaptive Swarm Execution | Jiabin Lou, Yirong Yang, Haopeng Wang +6 | cs.AI | 2026-09-16 |
| #14 | MiST: Mid-Training LLMs for Cybersecurity | Oded Ovadia, Elad Ben Zaken, Elad Guttman +1 | cs.CR | 2026-09-16 |
| #15 | DR.WILSS: Diffusion-Based Replay for Weakly Supervised Continual Semantic Segmentation | Leon Arthur Marx, Francesco Barbato, Matteo Caligiuri +1 | cs.CV | 2026-09-16 |
| #16 | Characterizing Replay Retention Under Dynamics Shift in Model-Based Reinforcement Learning | Everest Yang, Skye Thompson, George D. Konidaris | cs.RO | 2026-09-16 |
| #17 | MCLC-NET: Multimodal Continual Learning for Leaf Counting | Ruchi Bhatt, Pratibha Kumari, Shreya Bansal +3 | cs.CV | 2026-09-16 |
| #18 | Beyond Embedding Transfer: Component Roles in Grokking Transfer and Stability | Zeyu Jia | cs.LG | 2026-09-16 |
| #19 | Uncertainty-Aware Continual Learning for Open-World Intent Discovery Under an evolving Label Space | Pisante Aida, Formentin Simone | cs.LG | 2026-09-15 |
| #20 | ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents | Shuhan Xue, Jianyuan Zhong, Ziyuan Nan +10 | cs.AI | 2026-09-15 |
| #21 | Continual Learning for Traversability Prediction with Uncertainty-Aware Adaptation | Hojin Lee, Yunho Lee, Daniel A Duecker +1 | cs.RO | 2026-09-15 |
| #22 | CLARE: Scalable Class-Incremental Continual Learning via a Sparsity-Based Framework | Yunxiang Fu, Meng Lou, Zicheng Liao +1 | cs.LG | 2026-09-15 |
| #23 | Smarter by the Moment: Environment-Driven Dynamic Policies for Continual LLM Improvement | Ting-Wei Chang, Po-Chun Chen, Hen-Hsen Huang +1 | cs.CL | 2026-09-15 |
| #24 | ReDraft, Don't Just Distill: Reference-Driven Revision for Continual VLLM Post-Training | Zhihao Zhang, Mingqi Wu, Qiaole Dong +15 | cs.AI | 2026-09-15 |
| #25 | Discovery Foundation Models: Toward Open-Ended Discovery Intelligence | Ling Yang, Zhenfei Yin, Yingcheng Wu | cs.CL | 2026-09-14 |
| #26 | Accelerating Transfer-Learning-Based Autotuning with Predictive LLVM IR Performance Ranking | Md Arafat Hossain, Thomas Randall, Akash Dutta +3 | cs.PF | 2026-09-14 |
| #27 | Sylvas: Synergistic Learning Value based Device Scheduling in Federated Continual Learning | Yuxuan Sun, Yuxuan Bai, Tan Chen +2 | cs.LG | 2026-09-14 |
| #28 | Self-Evolving Memory for Generative Recommendation | Xinyu Lin, Zhuosong Jiang, Zixiao Suo +12 | cs.IR | 2026-09-14 |
| #29 | RSIAgent: Autonomous Exploration for Recursive Self-improvement in New Environments | Sibo Zhu, Shicheng Fan, Xinyue Wang +3 | cs.AI | 2026-09-14 |
| #30 | When Agents Slow Down: Understanding LLM Agents' Test-Time Strategies via Elo-per-token Analysis | Kaiyuan Liu, Qiuyang Mang, Bo Peng +6 | cs.CL | 2026-09-14 |
| #31 | SALUTE: Benchmarking and Adapting LLMs for the Defense Domain | Hyeongcheol Park, Sumin In, Suyeon Myeong +5 | cs.CL | 2026-09-14 |
| #32 | Enemray: Toward Capable Language Models for Hassaniya | Cheikh Ahmed | cs.CL | 2026-09-13 |
| #33 | Communication-Efficient LLM Adaptation over Decentralized GPU Meshes | Sameera Ramasinghe, Shamane Siriwardhana, Thalaiyasingam Ajanthan +8 | cs.LG | 2026-09-13 |
| #34 | SpectralShift: Effective Context Window Extension of Gated DeltaNet via Spectral Reparameterization | Zian Liu, Yiwen Hu, Zican Dong +5 | cs.CL | 2026-09-13 |
| #35 | ATTRICITE: Training an Open 4B Model for Citation Recovery toward Faithful Attribution | Yee Man Choi, Xuehang Guo, Songcheng Cai +3 | cs.DL | 2026-09-13 |
| #36 | Towards Evolving Context Parameterization for Large Language Models | Xiaobing Shi, Zherui Li, Yiming Jiang +2 | cs.CL | 2026-09-12 |
| #37 | LIMBO: Lifelong Inference-Time Memory and Budget Optimization for LLM Agents | Siddharth Sharma, Nilesh Prasad Pandey, Onat Gungor +1 | cs.LG | 2026-09-12 |
| #38 | LePlanner: An Iterative Amortized Controller For World Models | Saksham Bansal, Om Naphade, Chayan Aggarwal +1 | cs.RO | 2026-09-12 |
| #39 | Homeostatic Continual Learning | Yue Jin | cs.AI | 2026-09-12 |
| #40 | Hyper-LLaVA: Hyperbolic Uncertainty-aware Modality-Balanced Routing for Multimodal Continual Instruction Tuning | Kunlun Xu, Yanqin Zhang, Wenwen Qiang +1 | cs.CV | 2026-09-12 |
| #41 | COBRA-Skills: Contextual Bandit-Guided Evolution for Agent Skill Optimization | Pingchen Lu, Xiangyi Wang, Xiang Li +6 | cs.AI | 2026-09-10 |
| #42 | Measuring the Value of World-Model Updates: A Counterfactual Utility Protocol for Continual Adaptation | Anqi Peter Li, Kaden Kim | cs.LG | 2026-09-10 |
| #43 | When Validation Stops Learning: Auditing Update Admission for Continual Embodied Agents | Qinzhen Ma, Ruihai Wu | cs.AI | 2026-09-09 |
| #44 | A Bellman Optimality Equation for Plasticity | Jeremy Lucas, Doina Precup | cs.LG | 2026-09-09 |
| #45 | When Synthetic Data Hurts: On Catastrophic Forgetting in Skill Retrieval for LLM Agents | Syed Shariyar Murtaza, Yifan Nie, Utkarsh Soni +2 | cs.IR | 2026-09-09 |
| #46 | Studying Image Tokenizers as Visual Languages in Unified Multimodal Models | Siting Li, Zhengyang Wang, Simon Shaolei Du +2 | cs.CV | 2026-09-08 |
| #47 | Drive by Hindsight and Foresight: Tool-Grounded Synergistic Reasoning over Hierarchical Memory for Autonomous Driving | Baojie Chen, Zijun Jia, Jing Zhong | cs.CV | 2026-09-08 |
| #48 | TASTE: Throughput-Aware Batch Size Tuning for On-Device Edge Learning | Avik Bhatnagar, Federico Nicolas Peccia, Oliver Bringmann | cs.LG | 2026-09-07 |
| #49 | NeuCME: Toward Dynamic Multimodal Continual Learning via Neural Combinatorics of Multiple Experts | Kai Guo, Chuanbin Liu, Peng Hu +2 | cs.LG | 2026-09-07 |
| #50 | Continual Learning Mechanisms Compose for Long-Horizon Memorization | Zheyuan Zhang, Alvin Zhang, Daniel Khashabi +1 | cs.LG | 2026-09-07 |