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Agent Systems

3885 directly classified papers

Papers per year

Papers

AutoBool: Reinforcement-Learned LLM for Effective Automatic Systematic Reviews Boolean Query Generation EACL 2026

Beyond Blind Following: Evaluating Robustness of LLM Agents under Imperfect Guidance EACL 2026

FALCONEye: Finding Answers and Localizing Content in ONE-hour-long videos with multi-modal LLMs WACV 2026

InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection EACL 2026

Automating Android Build Repair: Bridging the Reasoning-Execution Gap in LLM Agents with Domain-Specific Tools EACL 2026

ToolDreamer: Instilling LLM Reasoning Into Tool Retrievers EACL 2026

HABIT: Human Action Benchmark for Interactive Traffic in CARLA WACV 2026

FNOPT: Resolution-Agnostic, Self-Supervised Cloth Simulation using Meta-Optimization with Fourier Neural Operators WACV 2026

Teams of LLM Agents can Exploit Zero-Day Vulnerabilities EACL 2026

Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning EACL 2026

Decoding the Market’s Pulse: Context-Enriched Agentic Retrieval Augmented Generation for Predicting Post-Earnings Price Shocks EACL 2026

Live API-Bench: 2500+ Live APIs for Testing Multi-Step Tool Calling EACL 2026

A Survey on LLM-based Conversational User Simulation EACL 2026

ConvApparel: A Benchmark Dataset and Validation Framework for User Simulators in Conversational Recommenders EACL 2026

PHYSPLAT: a Framework for Photorealistic Hybrid Simulation of Real and Synthetic Elements using 3D Gaussian Splatting WACV 2026

S2O: Static to Openable Enhancement for Articulated 3D Objects WACV 2026

See, Record, Do: Automated Generation of UI Workflows from Tutorial Videos WACV 2026

VRAgent: Self-Refining Agent for Zero-Shot Multimodal Video Retrieval WACV 2026

MageBench: Bridging Large Multimodal Models to Agents WACV 2026

AFRAgent : An Adaptive Feature Renormalization Based High Resolution Aware GUI agent WACV 2026

SCoPE VLM: Selective Context Processing for Efficient Document Navigation in Vision-Language Models EACL 2026

H-MEM: Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents EACL 2026

PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR EACL 2026

How Good Are LLMs at Processing Tool Outputs? EACL 2026

MAQuA: Multi-outcome Adaptive Question-Asking for Mental Health using Item Response Theory EACL 2026