Key papers

• ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU (2026)
  Fan Jiang et al.
  17.62
• Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing (2026)
  Xinjie Zhang et al.
  14.69
• Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning (2026)
  Chen Tang et al.
  14.56
• Stale but Stable: Staleness-Adaptive Trust Regions for Stabilizing Asynchronous Reinforcement Learning (2026)
  Junyao Yang et al.
  11.77
• Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations (2026)
  Rui Wang et al.
  10.72
• Discrete Diffusion Models: A Unified Framework from Tokenization to Generation (2026)
  Ye Yuan et al.
  10.48
• NexForge: Scaling Agent Capabilities through Requirement-Driven Task Synthesis for LLMs (2026)
  Jiarong Zhao et al.
  10.21
• DeepLoop: Depth Scaling for Looped Transformers (2026)
  Shuzhen Li et al.
  10.06
• Scaling Laws for Hypernetwork-Based Knowledge Injection in Large Language Models (2026)
  Nischay Dhankhar et al.
  9.34
• ShortOPD: Recovering Pruned LLMs with Short-to-Long On-Policy Distillation (2026)
  Qingyu Zhang et al.
  8.24
• H$^2$SD: Hybrid Hindsight Self-Distillation (2026)
  Qiye Cai et al.
  8.24
• ISO: An RLVR-Native Optimization Stack (2026)
  Hanqing Zhu et al.
  8.24
• Where Should Optimizer State Live? Tiered State Allocation for Memory-Efficient Mixture-of-Experts Training (2026)
  Nuemaan Malik
  7.85
• Generative Compilation: On-the-Fly Compiler Feedback as AI Generates Code (2026)
  Niels M\"undler-Sasahara et al.
  7.69
• Understanding Reasoning from Pretraining to Post-Training (2026)
  Jingyan Shen et al.
  7.69
• Recursive Harness Self-Improvement (2026)
  Hyunin Lee et al.
  7.37
• Verbalizable Representations Form a Global Workspace in Language Models (2026)
  Wes Gurnee et al.
  7.07
• SLPO: Scaling Latent Reasoning via a Surrogate Policy (2026)
  Runyang You et al.
  6.75
• Value Leakage: An LLM's Answers Are Silently Shaped by Its Own Values (2026)
  Jan Betley et al.
  5.89
• Integro-differential equations in angular stabilization of drone motion by distributed feedback control (2026)
  Alexander Domoshnitsky et al.
  5.89
• Position: The Inevitable Transition to Machine Learning in Quantum Chemistry (2026)
  Karen Sargsyan et al.
  5.89
• Recti-Q: Feature-Space Rectification for Out-of-Distribution-Robust Quantized Perception in Edge Robotics (2026)
  Hamidreza Yaghoubi Araghi et al.
  5.89
• Cross-Dataset Generalization in Breast MRI Tumor Classification via Class-Wise Dataset Mixing (2026)
  Mohammad Ali Dadrast et al.
  5.89
• Attributes Should Come from Images, Not Class Names: Distribution-Conditioned Attribute Selection for Vision-Language Models (2026)
  Gautam Rajendrakumar Gare et al.
  5.89
• Decoupled Pipeline with Proposal Reranking and Score Fusion for Positive-Unlabeled Marine Species Detection (2026)
  Robert James Brock et al.
  5.89
• Local Label-Informed Feature Transfer for Generating Ground-Truth Medical Images: A Comparison of GAN- and Diffusion-Based Approaches (2026)
  Rick Wilming et al.
  5.89
• Measuring Reward-Seeking via Contrastive Belief Updates (2026)
  Axel H{\o}jmark et al.
  5.89
• Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction (2026)
  Tianyang Huang et al.
  5.89
• Phone Segmentation and Recognition through Phonological Activation Mapping (2026)
  Shikhar Bharadwaj et al.
  5.88
• Rosetta: Composable Native Multimodal Pretraining (2026)
  Xiangyue Liu et al.
  5.49
• Nonconvex Composite Functional Constraints via First-Order Augmented Lagrangian Methods under Local Regularity (2026)
  Linglingzhi Zhu et al.
  5.49
• Solving Stochastic Fixed-Point Equations with High Probability (2026)
  Jelena Diakonikolas
  5.49
• Control Laguerre Tessellation: Semi-discrete Optimal Transport Over Control Systems (2026)
  Ripon C. Sarker et al.
  5.49
• Deceptive Grounding: Entity Attribution Failure in Clinical Retrieval-Augmented Generation (2026)
  Cedric Caruzzo et al.
  5.49
• Foveation-Guided Dynamic Token Selection for Robust and Efficient Vision Transformers (2026)
  Ibrahim Batuhan Akkaya et al.
  5.49
• Deep Gaussian Processes on Directed Acyclic Graphs (2026)
  Federico L. Perlino et al.
  5.49
• DeepCormack: Fermi surface tomography using model-based data-driven algorithms (2026)
  Georg F. B. Lovric et al.
  5.49
• Fast and Scalable Caputo Fractional Gradient Descent via Perturbation-Preserving Memory Compression (2026)
  Hwanseo Lee et al.
  5.49
• Cross-Dialect Generalization Without Retraining: Benchmarks and Evaluation of Schema-Derived Constrained Decoding for MLIR (2026)
  Plawan Kumar Rath
  5.49
• PEARL: Solver-in-the-Loop Interactive Optimization Modeling from Natural Language (2026)
  Hongliang Lu et al.
  5.49
• MUX: Continuous Reasoning via Multiplexed Tokens (2026)
  Ayhan Suleymanzade et al.
  5.49
• Wisdom of LLM Crowds: Aggregation and Contamination in Language Model Ensembles (2026)
  Igor Douven
  5.49
• RRPO: Reference-Relative Policy Optimization with Stratified Conditional Rollouts (2026)
  Yuxin Xiong et al.
  5.49
• Attacking Graph Foundation Models Through Their Shared Representation (2026)
  Pankaj Kumar et al.
  5.49
• Enhanced Neural Quantum State via Annealed Gradient Descent (2026)
  Shiwei Zhou et al.
  5.49
• ResearchArena: Evaluating Sabotage and Monitoring in Automated AI R&D (2026)
  Lena Libon et al.
  5.49
• Making Single-Cell Data Distillation Auditable: Traceable Real-Cell Coresets via Discrete Min-Max Selection (2026)
  Yaodi Luo et al.
  5.49
• Lipschitzian SLLNs for random functions (2026)
  Lai Tian et al.
  5.49
• DocOps: A Verifiable Benchmark for Autonomous Agents in Complex Document Operations (2026)
  Jiazhen Jiang et al.
  5.46
• Why Advanced Encoders Lag on Sparse Retrieval? The Answer and an Approach to Bridging Vocabulary Gaps (2026)
  Zhichao Geng et al.
  5.01
• Active-GRPO: Adaptive Imitation and Self-Improving Reasoning for Molecular Optimization (2026)
  Xuefeng Liu et al.
  5.01
• HALO: Hybrid Adaptive Latent Reasoning for Language Models (2026)
  Micah Zhang
  5.01
• Mixture of Probes: Learning from Privileged Modalities in Multimodal LLMs Through Probing (2026)
  Dominick Reilly et al.
  5.01
• Secure-by-Disguise: A Systematic Evaluation of Image Disguising for Confidential Medical Image Modeling (2026)
  Jason Rojas et al.
  5.01
• RaMark: Radioactive Watermarking for Generated Tabular Data (2026)
  Xin Che et al.
  5.01
• On Locality and Length Generalization in Visual Reasoning (2026)
  Pulkit Madan et al.
  5.01
• Quantum-Enhanced Synthetic Data Generation Using Quantum Circuit Born Machines for Imbalanced Tabular Learning (2026)
  Tanapol Nuatho et al.
  5.01
• Understanding Schedule-Free Methods in Nonconvex Optimization: Rate Guarantees and Escaping Saddles (2026)
  Jiseok Chae et al.
  5.01
• Complexity-Guided Component-wise Initialization for Language Model Pretraining (2026)
  Konstantin Garbers et al.
  5.01
• Influence Diagnostics in High-dimensional M-estimation: Precise Asymptotics (2026)
  Hugo Cui
  5.01