4 papers · 1 filter
TileMix: Tile-Centric Mixed-Precision Attention for LLM Inference Acceleration
Hanzhi Zhang, Qiao Zhang, Qinglei Cao +4
Long-context prefill in large language models (LLMs) incurs substantial computation and memory traffic because dense self-attention computes quadratic query-key scores. Existing me…
NEURON: A Neuro-symbolic System for Grounded Clinical Explainability
Anuradha Chandrasekaran, Dimitrios Zikos, Mutlu Mete +3
Clinical AI adoption is hindered by the black-box/grey-box nature of high-performing models, which lack the ontological grounding and narrative transparency required for profession…
Initial Risk Probing and Feasibility Testing of Glow: a Generative AI-Powered Dialectical Behavior Therapy Skills Coach for Substance Use Recovery and HIV Prevention
Liying Wang, Madison Lee, Yunzhang Jiang +6
Background: HIV and substance use represent interacting epidemics with shared psychological drivers - impulsivity and maladaptive coping. Dialectical behavior therapy (DBT) targets…
PublicAgent: Multi-Agent Design Principles From an LLM-Based Open Data Analysis Framework
Sina Montazeri, Yunhe Feng, Kewei Sha
Open data repositories hold potential for evidence-based decision-making, yet are inaccessible to non-experts lacking expertise in dataset discovery, schema mapping, and statistica…