| 1 | Graph Machine: Towards Better Pretraining via Edges | Lintai Hou | cs.LG | 2026-09-02 |
| 2 | LoFi RADIO: A Distilled In-Domain Backbone Applied for Artifact-Severity Grading of Ultra-Low-Field Neonatal Brain MR | Jonathan B. Martin, Yashwant Kurmi, Charlotte R. Sappo | eess.IV | 2026-09-02 |
| 3 | Learn from Whoever Is Right: Answer-Verified Multi-Teacher Distillation for Multi-Domain LLMs | Xixiang He, Xingming Li, Baiqi Wu +4 | cs.LG | 2026-09-02 |
| #4 | Evidence for Shared Routing Geometry and Dynamics in Sparse Mixture-of-Experts | Kirill Labzin, Stepan Kulibaba, Artem Dzhalilov +1 | cs.LG | 2026-09-02 |
| #5 | The Missing Temporal Link: Temporal Context Routing for Script-Driven Audio-Video Generation | Yichen Liu, Quanwei Zhang, Haozhe Wang +7 | cs.MM | 2026-09-02 |
| #6 | SEAL: Reinforcing Global Safety in Mixture-of-Experts through Shared Expert ALignment | Qingyu Meng, Yiwei Zha, Jiahuan Pei +3 | cs.LG | 2026-09-02 |
| #7 | RouteGraph-Mona: Confusion-Aware Routing Fine-Tuning for Mineral Image Classification | Jierui Li, Zhiyuan Qi, Hao Zhu +7 | cs.CV | 2026-09-02 |
| #8 | TAME: Temporal-Aware Mixture-of-Experts for Text-Video Retrieval | Uicheol Jung, Juyoung Hong, Hojung Kwon +1 | cs.CV | 2026-09-02 |
| #9 | Beyond Modality Harmony: Orthogonal Purification and Topology-Guided MoE for Conflict-Aware Multimodal Recommendation | Jialin Liu, Zhaorui Zhang, Ray C. C. Cheung | cs.IR | 2026-09-02 |
| #10 | HyGRAIL: Cost-Aware and Evidence-Grounded Scientific Hypothesis Discovery over Knowledge Graphs | Yihang Sun, Zhihan Zhu, Zhiyuan Jiang +3 | cs.CL | 2026-09-02 |
| #11 | A Unified Particle Filter LSTM for Data-Driven Process Simulation | Parvin Malekzadeh, Opher Baron, Dmitry Krass | cs.LG | 2026-09-02 |
| #12 | CRISP: Cliff-awaRe Input-adaptive Sparse Prefilling with Structural-Mass-Motivated Routing | Huu Huy Nguyen, Chien Van Nguyen, Franck Dernoncourt +4 | cs.LG | 2026-09-01 |
| #13 | Beyond Scores: Understanding LLM-as-a-Judge Mechanisms in Summarization Evaluation | Himil Vasava, Ming Jiang | cs.CL | 2026-09-01 |
| #14 | H3-World: Turning Language Understanding into World Control | Danze Chen, Zeqing Wang, Ziyue Lin +2 | cs.CV | 2026-09-01 |
| #15 | Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall | Jacqueline He, Howard Yen, Shuyue Stella Li +9 | cs.CL | 2026-09-01 |
| #16 | Defense-as-Skill: Evolving Runtime Guard Skill for Skill-Augmented Agents | Xiaofang Yang, Ziqi Miao, Dianbo Sui +2 | cs.CR | 2026-09-01 |
| #17 | CameraEditor: Camera-Controlled Image Editing via Video-Prior Sequential Modeling | Xin Shen, Chengyou Jia, Keshuo Xing +6 | cs.CV | 2026-09-01 |
| #18 | When Safety Routing Breaks: Understanding Alignment Fragility under Benign Fine-Tuning | Yitong Guo, Xiaoyi Chen, Siyuan Zhang +2 | cs.CR | 2026-09-01 |
| #19 | TRIAGE: Three-level Routing and Intelligent Agent Guidance for Efficient Execution | Ruocan Wei | cs.LG | 2026-09-01 |
| #20 | From Rollouts to Recipes: Self-Contained Post-Training for LLMs | Yifei Li, Lingling Zhang, Muye Huang +3 | cs.CL | 2026-09-01 |
| #21 | The Constitutional Coverage Trilemma in AI Governance | Natalija Mitic, Soona Sedahmed A. O., Mamadou Selly Ly +1 | cs.LG | 2026-09-01 |
| #22 | Different Changes Require Different Reasoning: Change-Type-Specialized Experts for Robust Change Captioning | Jiyoung Park, InJae Oh, Jung Uk Kim | cs.CV | 2026-09-01 |
| #23 | Beyond Magnitude: Contrastive Routing for Modular Mixture-of-Experts | Nikolaos Xiros, Dimitrios Damianos, Maria-Eleni Zoumpoulidi +3 | cs.CL | 2026-09-01 |
| #24 | Post-hoc Alignment of LLM-judges to Human Judgment Distribution | Sebastian Steindl, Nikos Voskarides, Alberto Gasparin +1 | cs.CL | 2026-09-01 |
| #25 | Right Frame, Wrong Rule: Cultural Cues Expose the Financial Knowledge Gap They Were Meant to Close | Rania Elbadry, Ahmed Heakl, Saeed Almheiri +12 | cs.CL | 2026-09-01 |
| #26 | Candidate-Expanding Routing with Permutation-Stabilized Experts for Mixed-Format Medical VQA | Hai-Dang Nguyen, Huy-Hieu Pham | cs.CV | 2026-09-01 |
| #27 | Reinforcement Learning Enhanced LLM Agents for Complex Vehicle Routing Problems | Yi Chen, Zikang Yu, Jiahai Wang +3 | cs.AI | 2026-09-01 |
| #28 | Drift-Aware LLM Routing with Sparse Contexts and Shared Budgets | Cheung Hao Lee, Patrick Wong | cs.AI | 2026-09-01 |
| #29 | Control-Data Flow Separation: Stable Prompt Optimization in Multi-Agent LLMs | Wentao Zhang, Syed Shariyar Murtaza, Junaid Ahmad Bhatti +4 | cs.AI | 2026-09-01 |
| #30 | GeoPAR: Large-Scale Multi-Agent Combinatorial Optimization with Geometry-Guided Parallel Autoregressive Learning | Wenjian Wu, Zesheng Jia, Jiaying Tang +2 | cs.LG | 2026-09-01 |
| #31 | A Mathematical Framework for Legacy, Governance, and Decision Integrity in Enterprise AI | Shorab Sarker | cs.CY | 2026-09-01 |
| #32 | A hybrid quantum-classical neural network for learning to route | Marcus Rolf Peter Ritt, Alexsandro Santos da Rosa Júnior, Marcos Vinicius Reballo +2 | cs.LG | 2026-08-31 |
| #33 | Where Should Experience Live? Hierarchical Hebbian Memory for Continual Vision Transformers | Mohammed Yusuf Mujawar, Noorbakhsh Amiri Golilarz | cs.CV | 2026-08-31 |
| #34 | Learning What to Retain: Gated-Memory Routing for Efficient Collaboration in Multi-Agent LLM Systems | Rakibul Hasan Rajib, Mengxing Zheng, Qian Lou | cs.AI | 2026-08-31 |
| #35 | Intelligent Edge Computing | Kalgi Gandhi, Minal Bhise | cs.DB | 2026-08-31 |
| #36 | Sparse Competition during Training For the Emergence of Specialized Modules | Baptiste Rossigneux, Karim Haroun | cs.LG | 2026-08-31 |
| #37 | Safin-1: Safety from Within through Memory-Native State Evolution | Ming Zhang, Kaisen Yang, Shu Yu +15 | cs.LG | 2026-08-31 |
| #38 | SkillZip Pro: Execution-Aware Dynamic Compression of Progressively Loaded Skills for Self-Evolving Agents | Xiaofan Bai, Chao Liu, Hongqiang Lin +5 | cs.AI | 2026-08-31 |
| #39 | Which Rules Matter Now? Policy-Centroid Routing Before an Intelligent System Acts | Thomson D. Nguy | cs.AI | 2026-08-31 |
| #40 | Multimodal Adaptive Expert Selection with Text Routing and Ordinal Prototype Optimization for Sentiment Analysis | Xiaode Chen, Jiakang Yu, Hongtao Deng +3 | cs.AI | 2026-08-31 |
| #41 | HiRS-Agent: A Hierarchical Multi-Agent System for Reliable Long-Horizon Remote Sensing Task Solving | Boyang Mu, Zhiwei Wei, Mugen Peng +1 | cs.AI | 2026-08-31 |
| #42 | PLC-DPO: Posterior Label Correction in Noisy and Ambiguous Preference Optimization | Boryeong Cho, Sumyeong Ahn, Se-Young Yun | cs.LG | 2026-08-31 |
| #43 | TuringLLM: Efficiently Scaling Foundation Models Toward Physical AI | Yuheng Zhang, Yizhao Wang, Da Zhu +19 | cs.AI | 2026-08-31 |
| #44 | Trajectory-Initialized Neural Double Q-Routing for Large-Scale Overhead Hoist Transport Systems | Cheng Gu, Qiusheng Zhao, Anbang Liu +2 | cs.LG | 2026-08-31 |
| #45 | PRIME: Mitigating Subgroup Optimization Competition in Shared CTR Top Networks with Plug-in Residual Input-Conditioned Mixture of Expert | Heng Yao, Siyun Hou, Tianying Liu +8 | cs.LG | 2026-08-31 |
| #46 | Beyond Polarization: The Generative Constraint of Chain-of-Thought in Pointwise Reranking | Xiaoyang Chen, Jie Liu, Haijin Liang +5 | cs.CL | 2026-08-31 |
| #47 | Learning to Restore More: Continual Capability Expansion for Pretrained Image Restoration Models | Hu Gao, Yulong Chen, Lizhuang Ma | cs.CV | 2026-08-31 |
| #48 | Generating Workflow DAGs from Natural Language with Non-Reasoning LLMs | Anand Iyer, Bhanu Khetharpal, Srinivas Upadhya +1 | cs.AI | 2026-08-31 |
| #49 | The Differential Reasoning Router: Operationalizing Cost-Aware LLM Annotation in E-commerce | Cheng Lyu, Jingyue Zhang, Vinny DeGenova +2 | cs.CL | 2026-08-31 |
| #50 | CPR for LLMs: Critical-Point Routing against Catastrophic Forgetting in Domain Adaptation | Kwangmin Ki, Yunhun Nam, Jongheon Jeong +1 | cs.CL | 2026-08-31 |