Agent Systems

Agentic AI for Human Resources: LLM-Driven Candidate Assessment EACL 2026 Agentic CLEAR: Automating Multi-Level Evaluation of LLM Agents ACL 2026 Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents ACL 2026 AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool Use ACL 2026 Agentic Retoucher for Text-To-Image Generation CVPR 2026 Agentic Rubrics as Contextual Verifiers for SWE Agents ACL 2026 Agentic Solutions for IT Financial Operations AAAI 2026 Agentic Video Summarization via Self-Reflecting Multimodal Understanding CVPR 2026 Agentix: An Efficient Serving Engine for LLM Agents as General Programs NSDI 2026 AgentMark: Utility-Preserving Behavioral Watermarking for Agents ACL 2026 AgentOCR: Reimagining Agent History via Optical Self-Compression ACL 2026 Agent-Ops: A Multi-Agent Orchestration Framework for End-to-End SOP Automation in E-Commerce Operations ACL 2026 AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions CVPR 2026 AgentSeer: Visualizing and Evaluating Temporal Actions in Agentic AI Systems AAAI 2026 AgentSense: Virtual Sensor Data Generation Using LLM Agents in Simulated Home Environments AAAI 2026 AgentSwift: Efficient LLM Agent Design via Value-Guided Hierarchical Search AAAI 2026 Agent-Testing Agent: A Meta-Agent for Automated Testing and Evaluation of Conversational AI Agents EACL 2026 AgroAskAI: A Multi-Agentic AI Framework for Supporting Smallholder Farmers’ Enquiries Globally AAAI 2026 AI-Driven Real-Time Acoustic Modelling for Better Audio Perception in Dynamic Environments AAAI 2026 AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments EACL 2026 AILS-NTUA at SemEval-2026 Task 10: Agentic LLMs for Psycholinguistic Marker Extraction and Conspiracy Endorsement Detection SemEval 2026 AILS-NTUA at SemEval-2026 Task 8: Evaluating Multi-Turn RAG Conversations SemEval 2026 Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling ACL 2026 AlignUSER: Human-Aligned LLM Agents via World Models for Recommender System Evaluation ACL 2026 Align While Search: Belief-Guided Exploratory Inference for World-Grounded Embodied Agents CVPR 2026