Static vs. Dynamic vs. Continuous Batching in LLM Inference
8月 4, 2026admin NUAI,Committee,ニュース,Uncategorized(0)In this article, you will learn how static, dynamic, and continuous batching work in LLM...
Stateful vs. Stateless Agent Design: Tradeoffs for Scalable Agentic Systems
7月 24, 2026admin NUAI,Committee,ニュース,Uncategorized(0)In this article, you will learn how an agent’s approach to managing state — stateless...
Start Making Sense(s): A Developmental Probe of Attention Specialization Using Lexical Ambiguity
12月 1, 2025admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2511.21974v1 Announce Type: new Abstract: Despite an in-principle understanding of self-attention matrix operations in Transformer...
STAR-Bench: Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence
12月 1, 2025admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2510.24693v2 Announce Type: replace-cross Abstract: Despite rapid progress in Multi-modal Large Language Models and Large...
Stanford Researchers Introduce TRACE: A Capability-Targeted Agentic Training System That Turns Recurrent Agent Failures Into Synthetic RL Environment
7月 13, 2026admin NUAI,Committee,ニュース,Uncategorized(0)Agentic LLMs often fail the same way, again and again. A Stanford research team traced...
Stand Up for Research, Innovation, and Education
10月 25, 2025admin NUAI,Committee,ニュース,Uncategorized(0)Right now, MIT alumni and friends are voicing their support for: America’s scientific and technological...
Stacked from One: Multi-Scale Self-Injection for Context Window Extension
3月 6, 2026admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2603.04759v1 Announce Type: new Abstract: The limited context window of contemporary large language models (LLMs)...
Stable Signer: Hierarchical Sign Language Generative Model
12月 4, 2025admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2512.04048v1 Announce Type: cross Abstract: Sign Language Production (SLP) is the process of converting the...
Stabilizing Knowledge, Promoting Reasoning: Dual-Token Constraints for RLVR
5月 18, 2026admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2507.15778v2 Announce Type: replace Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) has become an effective...
