DAVIS: Planning Agent with Knowledge Graph-Powered Inner Monologue
arXiv:2410.09252v2 Announce Type: replace-cross Abstract: Designing a generalist scientific agent capable of performing tasks in laboratory settings to assist researchers…
A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare
arXiv:2502.15871v2 Announce Type: replace-cross Abstract: The application of large language models (LLMs) in healthcare holds significant promise for enhancing clinical…
Towards Unified and Adaptive Cross-Domain Collaborative Filtering via Graph Signal Processing
arXiv:2407.12374v3 Announce Type: replace-cross Abstract: Collaborative Filtering (CF) is a foundational approach in recommender systems, but it struggles with challenges…
Who is Introducing the Failure? Automatically Attributing Failures of Multi-Agent Systems via Spectrum Analysis
arXiv:2509.13782v1 Announce Type: cross Abstract: Large Language Model Powered Multi-Agent Systems (MASs) are increasingly employed to automate complex real-world problems,…
V-Math: An Agentic Approach to the Vietnamese National High School Graduation Mathematics Exams
arXiv:2509.12251v1 Announce Type: new Abstract: This paper develops an autonomous agentic framework called V-Math that aims to assist Vietnamese high…
GBPP: Grasp-Aware Base Placement Prediction for Robots via Two-Stage Learning
arXiv:2509.11594v2 Announce Type: replace-cross Abstract: GBPP is a fast learning based scorer that selects a robot base pose for grasping…
Conan-Embedding-v2: Training an LLM from Scratch for Text Embeddings
arXiv:2509.12892v1 Announce Type: cross Abstract: Large language models (LLMs) have recently demonstrated excellent performance in text embedding tasks. Previous work…
Runge-Kutta Approximation and Decoupled Attention for Rectified Flow Inversion and Semantic Editing
arXiv:2509.12888v1 Announce Type: cross Abstract: Rectified flow (RF) models have recently demonstrated superior generative performance compared to DDIM-based diffusion models.…