Agent Systems

Decoding the Market’s Pulse: Context-Enriched Agentic Retrieval Augmented Generation for Predicting Post-Earnings Price Shocks EACL 2026 DecoVLN: Decoupling Observation, Reasoning, and Correction for Vision-and-Language Navigation CVPR 2026 DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints ACL 2026 Deep Research Arena: The First Exam of LLMs’ Research Abilities via Seminar-Grounded Tasks AAAI 2026 DeepResearch Retail: Benchmarking Tool-Augmented Deep Research in the E-Commerce Domain ACL 2026 DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router EACL 2026 Delta Matters: An Analytically Tractable Model for beta–delta Discounting Agents AAAI 2026 Demo2Tutorial: From Human Experience to Multimodal Software Tutorials CVPR 2026 Deployed AI Agents for Industrial Asset Management: CodeReAct Framework for Event Analysis and Work Order Automation AAAI 2026 DEPO: Dual-Efficiency Preference Optimization for LLM Agents AAAI 2026 Designed to Spread: A Generative Approach to Enhance Information Diffusion AAAI 2026 DexGraspVLA: A Vision-Language-Action Framework Towards General Dexterous Grasping AAAI 2026 DFAgent: From Natural Language Data Interactions to Reusable Agent-Ready Tools AAAI 2026 D-GARA: A Dynamic Benchmarking Framework for GUI Agent Robustness in Real-World Anomalies AAAI 2026 Dialogue is the Plan: From Interface to Joint Action in Agentic AI ACL 2026 DiffBench Meets DiffAgent: End-to-End LLM-Driven Diffusion Acceleration Code Generation AAAI 2026 DiffGraph: An Automated Agent-driven Model Merging Framework for In-the-Wild Text-to-Image Generation CVPR 2026 DigimonGPT: An Evolvable Agent with Hierarchical Human-like Memory for Video Question Answering AAAI 2026 DiTEA: Mixture-of-Experts for Vision-Language-Action Model in Robotic Manipulation AAAI 2026 Don’t Act Blindly: Robust GUI Automation via Action-Effect Verification and Self-Correction ACL 2026 Don’t Click That: Teaching Web Agents to Resist Deceptive Interfaces ACL 2026 Don’t Stop Early: Scalable Enterprise Deep Research with Controlled Information Flow and Evidence-Aware Termination ACL 2026 DPEPO: Diverse Parallel Exploration Policy Optimization for LLM-based Agents ACL 2026 DP-NCB: Privacy Preserving Fair Bandits AAAI 2026 DRAMA: Next-Gen Dynamic Orchestration for Resilient Multi-Agent Ecosystems in Flux CVPR 2026