Results

• 14 available artifacts
• 21 functional artifacts
• 21 reproduced artifacts

AgentStop: Terminating Local AI Agents Early to Save Energy in Consumer Devices		Artifact
Context, Reasoning, and Hierarchy: A Cost–Performance Study of Compound LLM Agent Design in an Adversarial POMDP		Artifact
Do Agents Need to Plan Step-by-Step? Rethinking Planning Horizon in Data-Centric Tool Calling		Artifact
Exploring and Developing a Pre-Model Safeguard with Draft Models		Artifact
FORGE: Self-Evolving Agent Memory With No Weight Updates via Population Broadcast		Artifact
How To Steer Your Multi-Agent System: Human-LLM Collaborative Planning		Artifact
Improving Coherence and Persistence in Agentic AI for System Optimization		Artifact
Learning from Supervision with Semantic and Episodic Memory: A Reflective Approach to Agent Adaptation		Artifact
Retrieval-Augmented LLMs for Security Incident Analysis		Artifact
Securing Agents With Tracked Capabilities		Artifact
Securing the Agent: Vendor-Neutral, Multitenant Enterprise Retrieval and Tool Use		Artifact
Vista: Verifier-in-the-Loop Agentic Reinforcement Learning for Quantum Program Synthesis		Artifact
Who Decides the Trade-off? Resolution Policy as Delegation Governance in Autonomous Agents		Artifact
optimize_anything: Unified Text Optimization can Outperform Specialized Systems		Artifact
AI Realtor: Towards Grounded Persuasive Language Generation for Automated Copywriting		Artifact
CAMI: Cost-Aware Agent-Guided Multi-Indexing for Semantic Retrieval
Glia: A Human-Inspired AI for Automated Systems Design and Optimization		Artifact
OpaqueToolsBench: Learning Nuances of Tool Behavior Through Interaction		Artifact
Robust Agent Compensation (RAC): Teaching AI Agents to Compensate		Artifact
Robust Batch-Level Query Routing for Large Language Models under Cost and Capacity Constraints		Artifact
ViBench: A Benchmark on Vibe Coding		Artifact