llm agent

PACE: Predictive Adaptive Context Extraction for Long-Horizon LLM Agents ACL 2026 Process Evaluation for Agentic Systems EACL 2026 RareAgents: Autonomous Multi-disciplinary Team for Rare Disease Diagnosis and Treatment AAAI 2026 RefLens: End-to-End Evidence-Grounded Citation Verification with LLM Agents AAAI 2026 Resilience in Ambient Multi-Agent LLMs via Decentralized Bio-Autonomic Control and Immune-Inspired Anomaly Detection AAAI 2026 RESPOND: Realistic Environment Simulation of Population and Natural Disasters with LLM-Driven Agents AAAI 2026 SafeMCP: Proactive Power Regulation for LLM Agent Defense via Environment-Grounded Look-Ahead Reasoning ACL 2026 SIRAJ: Diverse and Efficient Red-Teaming for LLM Agents via Distilled Structured Reasoning EACL 2026 Teams of LLM Agents can Exploit Zero-Day Vulnerabilities EACL 2026 Toward Scalable Verifiable Reward: Proxy State-Based Evaluation for Multi-turn Tool-Calling LLM Agents ACL 2026 Towards Effective Offensive Security LLM Agents: Hyperparameter Tuning, LLM as a Judge, and a Lightweight CTF Benchmark AAAI 2026 TPS-Bench: Evaluating AI Agents’ Tool Planning & Scheduling Abilities in Compounding Tasks ACL 2026 Verification-Aware Planning for Multi-Agent Systems EACL 2026 What Deserves Memory: Adaptive Memory Distillation for LLM Agents ACL 2026 When Instinct Guides and Insight Grounds: Staged RL Training for LLM Agents AAAI 2026 Adapting LLM Agents with Universal Communication Feedback NAACL 2025 Adaptive Attacks Break Defenses Against Indirect Prompt Injection Attacks on LLM Agents NAACL 2025 AgentDiagnose: An Open Toolkit for Diagnosing LLM Agent Trajectories EMNLP 2025 AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents ICLR 2025 Agent-Oriented Planning in Multi-Agent Systems ICLR 2025 AgentPro: Enhancing LLM Agents with Automated Process Supervision EMNLP 2025 AgentSquare: Automatic LLM Agent Search in Modular Design Space ICLR 2025 AGENTVIGIL: Automatic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents EMNLP 2025 Agent vs. Agent: Automated Data Generation and Red-Teaming for Custom Agentic Workflows EMNLP 2025 A Joint Optimization Framework for Enhancing Efficiency of Tool Utilization in LLM Agents ACL 2025