E2LLM: Towards Efficient LLM Serving in Heterogeneous Edge/Fog Environments
arXiv:2606.03770v3 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have become integral to modern applications, yet their deployment remains challenging.…
Divisive Normalization Shapes Low-Rank Slow Manifolds for Continuous Working Memory
arXiv:2608.01947v2 Announce Type: replace-cross Abstract: The ability to robustly maintain and update continuous variables is a hallmark of working memory.…
PatchWrite: One Line, Not One Section — Compile-Gated, Validity-Preserving Editing for AI-Drafted Manuscripts
arXiv:2608.23001v1 Announce Type: new Abstract: Automated manuscript pipelines often regenerate an entire section to repair a local defect, allowing unrelated…
Shaping the Evolutionary Dynamics of Robot Morphology via Adaptive Control Learning
arXiv:2608.23100v1 Announce Type: cross Abstract: Robot co-design via bi-level optimization couples within-lifetime controller learning for fitness evaluation with cross-generational morphological…
Telco-GAIA: Bilingual Benchmark for Agents in Telecom Domain
arXiv:2607.20510v2 Announce Type: replace Abstract: We introduce Telco-GAIA, a bilingual, multi-modal benchmark for evaluating tool-using agents on the data of…
Reinforcing the World’s Edge: A Continual Learning Problem in the Multi-Agent-World Boundary
arXiv:2603.06813v2 Announce Type: replace Abstract: In a stationary decentralized Markov game, learning peers generate an episode-indexed sequence of induced MDPs…
AI-based worker guidance in assembly and disassembly operations using multimodal ego/exo-centric data capture and structured task knowledge
arXiv:2608.22617v1 Announce Type: cross Abstract: Assembly and disassembly processes rely on expert knowledge that is difficult to document, reuse, and…
DPRM: A Plug-in Doob h transform-induced Token-Ordering Module for Discrete Diffusion Models
arXiv:2604.24357v3 Announce Type: replace-cross Abstract: Discrete diffusion models admit many token orders, yet most systems rely on confidence-based decoding. Confidence…
Triplet2Track: A Hierarchical System with Object-Centric Representations for Reliable Long-Horizon Manipulation
arXiv:2608.22800v1 Announce Type: cross Abstract: Ensuring reliability in uncertain environments remains difficult for long-horizon robotic manipulation. End-to-end VLA models are…
SDoH-Aware Narrative Anchoring Bias in Medical LLMs for Trustworthy Clinical Decision Support
arXiv:2608.22802v1 Announce Type: cross Abstract: Medical large language models are often judged by how many clinical questions they answer correctly.…
