Autonomous agents, tool use, and agentic systems
A multi-institutional team based in China recently used AI to identify a key characteristic of compounds called catalysts that are used t...
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Abstract page for arXiv paper 2603.10030: The DMA Streaming Framework: Kernel-Level Buffer Orchestration for High-Performance AI Data Paths
Abstract page for arXiv paper 2506.12104: DRIFT: Dynamic Rule-Based Defense with Injection Isolation for Securing LLM Agents
A multi-institutional team based in China recently used AI to identify a key characteristic of compounds called catalysts that are used t...
Abstract page for arXiv paper 2603.10030: The DMA Streaming Framework: Kernel-Level Buffer Orchestration for High-Performance AI Data Paths
Abstract page for arXiv paper 2506.12104: DRIFT: Dynamic Rule-Based Defense with Injection Isolation for Securing LLM Agents
Abstract page for arXiv paper 2603.24402: AI-Supervisor: Autonomous AI Research Supervision via a Persistent Research World Model
Abstract page for arXiv paper 2603.18866: Conflict-Based Search for Multi Agent Path Finding with Asynchronous Actions
Abstract page for arXiv paper 2601.04426: XGrammar-2: Efficient Dynamic Structured Generation Engine for Agentic LLMs
Abstract page for arXiv paper 2509.23768: From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning
Abstract page for arXiv paper 2603.25268: CRAFT: Grounded Multi-Agent Coordination Under Partial Information
Abstract page for arXiv paper 2603.25253: MolQuest: A Benchmark for Agentic Evaluation of Abductive Reasoning in Chemical Structure Eluci...
Abstract page for arXiv paper 2603.25243: FluxEDA: A Unified Execution Infrastructure for Stateful Agentic EDA
Abstract page for arXiv paper 2603.25100: From Logic Monopoly to Social Contract: Separation of Power and the Institutional Foundations f...
Abstract page for arXiv paper 2603.25063: TopoPilot: Reliable Conversational Workflow Automation for Topological Data Analysis and Visual...
Abstract page for arXiv paper 2603.24775: AIP: Agent Identity Protocol for Verifiable Delegation Across MCP and A2A
Abstract page for arXiv paper 2603.24755: SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks
Abstract page for arXiv paper 2603.24738: Decentralized Task Scheduling in Distributed Systems: A Deep Reinforcement Learning Approach
Abstract page for arXiv paper 2603.25111: SEVerA: Verified Synthesis of Self-Evolving Agents
Abstract page for arXiv paper 2603.24634: Dual-Graph Multi-Agent Reinforcement Learning for Handover Optimization
Abstract page for arXiv paper 2603.25093: Process-Aware AI for Rainfall-Runoff Modeling: A Mass-Conserving Neural Framework with Hydrolog...
Abstract page for arXiv paper 2603.24925: GraphER: An Efficient Graph-Based Enrichment and Reranking Method for Retrieval-Augmented Gener...
Abstract page for arXiv paper 2603.24709: Training LLMs for Multi-Step Tool Orchestration with Constrained Data Synthesis and Graduated R...
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