Ian G Harris — accepted AI-conference papers

2024

LinguaLinked: Distributed Large Language Model Inference on Mobile Devices

Junchen Zhao, Yurun Song, Simeng Liu, Ian G. Harris, Sangeetha Abdu Jyothi

ACL 2024system demonstrations

Deploying Large Language Models (LLMs) locally on mobile devices presents a significant challenge due to their extensive memory requirements. In this paper, we introduce LinguaLinked, a system for decentralized, distributed LLM inference on mobile devices. LinguaLinked enables collaborative executio…

Cited by 11 Source ↗PDF ↗Scholar ↗

2022

GraphMemDialog: Optimizing End-to-End Task-Oriented Dialog Systems Using Graph Memory Networks

Jie Wu, Ian G Harris, Hongzhi Zhao

AAAI 2022technical

Effectively integrating knowledge into end-to-end task-oriented dialog systems remains a challenge. It typically requires incorporation of an external knowledge base (KB) and capture of the intrinsic semantics of the dialog history. Recent research shows promising results by using Sequence-to-Sequen…

Cited by 18 Source ↗PDF ↗Scholar ↗