Agent Systems

DSBC : Data Science task Benchmarking with Context engineering IJCNLP 2025 DSBench: How Far Are Data Science Agents from Becoming Data Science Experts? ICLR 2025 DUO: Diverse, Uncertain, On-Policy Query Generation and Selection for Reinforcement Learning from Human Feedback AAAI 2025 DyCodeEval: Dynamic Benchmarking of Reasoning Capabilities in Code Large Language Models Under Data Contamination ICML 2025 Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment ICLR 2025 Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models NAACL 2025 Dynamic Personality in LLM Agents: A Framework for Evolutionary Modeling and Behavioral Analysis in the Prisoner’s Dilemma ACL 2025 Dynamic Simulation Framework for Disinformation Dissemination and Correction With Social Bots EMNLP 2025 DyWA: Dynamics-adaptive World Action Model for Generalizable Non-prehensile Manipulation ICCV 2025 EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction NAACL 2025 ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark CVPR 2025 ECCC: Edge Code Cloak Coder for Privacy Code Agent EMNLP 2025 EC-Flow: Enabling Versatile Robotic Manipulation from Action-Unlabeled Videos via Embodiment-Centric Flow ICCV 2025 ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant AAAI 2025 ECom-Bench: Can LLM Agent Resolve Real-World E-commerce Customer Support Issues? EMNLP 2025 EDGE: Efficient Data Selection for LLM Agents via Guideline Effectiveness IJCAI 2025 Effective Red-Teaming of Policy-Adherent Agents EMNLP 2025 Efficient Diffusion Transformer Policies with Mixture of Expert Denoisers for Multitask Learning ICLR 2025 Efficient Evolutionary Search Over Chemical Space with Large Language Models ICLR 2025 Efficient Reinforcement Learning with Large Language Model Priors ICLR 2025 EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds ICCV 2025 EIA: ENVIRONMENTAL INJECTION ATTACK ON GENERALIST WEB AGENTS FOR PRIVACY LEAKAGE ICLR 2025 ELBA: Learning by Asking for Embodied Visual Navigation and Task Completion WACV 2025 Embodied AI for Smart Robotic Cells in Manufacturing Applications AAAI 2025 EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents ICML 2025