Agent Systems

DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling ACL 2025 Deep Reinforcement Learning with Time-Scale Invariant Memory AAAI 2025 DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments EMNLP 2025 DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking ACL 2025 DeMAC: Enhancing Multi-Agent Coordination with Dynamic DAG and Manager-Player Feedback EMNLP 2025 DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent EMNLP 2025 Demonstrating DVS: Dynamic Virtual-Real Simulation Platform for Mobile Robotic Tasks RSS 2025 Demonstrating LEAP Hand v2: Low-Cost, Easy-to-Assemble, High-Performance Hand for Robot Learning RSS 2025 Demonstrating the Octopi-1.5 Visual-Tactile-Language Model RSS 2025 Demystifying Multilingual Reasoning in Process Reward Modeling EMNLP 2025 DenseGrounding: Improving Dense Language-Vision Semantics for Ego-centric 3D Visual Grounding ICLR 2025 Developing LLM-Powered Trustworthy Agents for Personalized Learning Support AAAI 2025 DexH2R: A Benchmark for Dynamic Dexterous Grasping in Human-to-Robot Handover ICCV 2025 DexHandDiff: Interaction-aware Diffusion Planning for Adaptive Dexterous Manipulation CVPR 2025 Dialogue Systems for Emotional Support via Value Reinforcement ACL 2025 DIAMOND: An LLM-Driven Agent for Context-Aware Baseball Highlight Summarization ACL 2025 Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning ICLR 2025 Diffusion-Based Imaginative Coordination for Bimanual Manipulation ICCV 2025 DiffusionIMU: Diffusion-Based Inertial Navigation with Iterative Motion Refinement IJCAI 2025 DiLQR: Differentiable Iterative Linear Quadratic Regulator via Implicit Differentiation ICML 2025 Direct Repair Optimization: Training Small Language Models For Educational Program Repair Improves Feedback ACL 2025 DischargeSim: A Simulation Benchmark for Educational Doctor–Patient Communication at Discharge EMNLP 2025 DisCo: Discovering Common Affordance from Large Models for Actionable Part Perception WACV 2025 Discrete Latent Plans via Semantic Skill Abstractions ICLR 2025 Discrete-Time Hybrid Automata Learning: Legged Locomotion Meets Skateboarding RSS 2025