Adaptive Stopping for Multi-Turn LLM Reasoning
arXiv:2604.01413v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) increasingly rely on multi-turn reasoning and interaction, such as adaptive retrieval-augmented…
Agents for Agents: An Interrogator-Based Secure Framework for Autonomous Internet of Underwater Things
arXiv:2604.04262v1 Announce Type: cross Abstract: Autonomous underwater vehicles (AUVs) and sensor nodes increasingly support decentralized sensing and coordination in the…
Commercial Persuasion in AI-Mediated Conversations
arXiv:2604.04263v1 Announce Type: cross Abstract: As Large Language Models (LLMs) become a primary interface between users and the web, companies…
Beyond Message Passing: A Semantic View of Agent Communication Protocols
arXiv:2604.02369v2 Announce Type: replace-cross Abstract: Agent communication protocols are becoming critical infrastructure for large language model (LLM) systems that must…
IC3-Evolve: Proof-/Witness-Gated Offline LLM-Driven Heuristic Evolution for IC3 Hardware Model Checking
arXiv:2604.03232v1 Announce Type: new Abstract: IC3, also known as property-directed reachability (PDR), is a commonly-used algorithm for hardware safety model…
Better Rigs, Not Bigger Networks: A Body Model Ablation for Gaussian Avatars
arXiv:2604.01447v2 Announce Type: replace-cross Abstract: Recent 3D Gaussian splatting methods built atop SMPL achieve remarkable visual fidelity while continually increasing…
Rethinking Forward Processes for Score-Based Data Assimilation in High Dimensions
arXiv:2604.02889v1 Announce Type: cross Abstract: Data assimilation is the process of estimating the time-evolving state of a dynamical system by…
Toward an Artificial General Teacher: Procedural Geometry Data Generation and Visual Grounding with Vision-Language Models
arXiv:2604.02893v1 Announce Type: cross Abstract: We study visual explanation in geometry education as a Referring Image Segmentation (RIS) problem: given…
Attention at Rest Stays at Rest: Breaking Visual Inertia for Cognitive Hallucination Mitigation
arXiv:2604.01989v2 Announce Type: replace-cross Abstract: Like a body at rest that stays at rest, we find that visual attention in…
Holos: A Web-Scale LLM-Based Multi-Agent System for the Agentic Web
arXiv:2604.02334v1 Announce Type: new Abstract: As large language models (LLM)-driven agents transition from isolated task solvers to persistent digital entities,…