Category: Paper-Digest

• 四月 27, 2026 Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond
• 四月 27, 2026 How Do AI Agents Spend Your Money? Analyzing and Predicting Token Consumption in Agentic Coding Tasks
• 四月 27, 2026 Bridging the Long-Tail Gap: Robust Retrieval-Augmented Relation Completion via Multi-Stage Paraphrase Infusion
• 四月 27, 2026 QuantClaw: Precision Where It Matters for OpenClaw
• 四月 27, 2026 Behavioral Canaries: Auditing Private Retrieved Context Usage in RL Fine-Tuning
• 四月 27, 2026 GR-Evolve: Design-Adaptive Global Routing via LLM-Driven Algorithm Evolution
• 四月 27, 2026 Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation
• 四月 27, 2026 Sovereign Agentic Loops: Decoupling AI Reasoning from Execution in Real-World Systems
• 四月 27, 2026 Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization
• 四月 27, 2026 ARES: Adaptive Red-Teaming and End-to-End Repair of Policy-Reward System
• 四月 27, 2026 Copy-as-Decode: Grammar-Constrained Parallel Prefill for LLM Editing
• 四月 27, 2026 River-LLM: Large Language Model Seamless Exit Based on KV Share
• 四月 27, 2026 Unlocking the Edge deployment and ondevice acceleration of multi-LoRA enabled one-for-all foundational LLM
• 四月 27, 2026 HybridGen: Efficient LLM Generative Inference via CPU-GPU Hybrid Computing
• 四月 27, 2026 Training and Agentic Inference Strategies for LLM-based Manim Animation Generation
• 四月 27, 2026 AQPIM: Breaking the PIM Capacity Wall for LLMs with In-Memory Activation Quantization
• 四月 27, 2026 StepPO: Step-Aligned Policy Optimization for Agentic Reinforcement Learning
• 四月 27, 2026 MASS-RAG: Multi-Agent Synthesis Retrieval-Augmented Generation
• 四月 27, 2026 First, Do No Harm (With LLMs): Mitigating Racial Bias via Agentic Workflows
• 四月 27, 2026 Cyber Defense Benchmark: Agentic Threat Hunting Evaluation for LLMs in SecOps

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