Search Results for author: Aik Beng Ng

Found 6 papers, 1 papers with code

Feature-based Graph Attention Networks Improve Online Continual Learning

no code implementations13 Feb 2025 Adjovi Sim, Zhengkui Wang, Aik Beng Ng, Shalini De Mello, Simon See, Wonmin Byeon

Online continual learning for image classification is crucial for models to adapt to new data while retaining knowledge of previously learned tasks.

Continual Learning Graph Attention +1

On-Device LLMs for SMEs: Challenges and Opportunities

no code implementations21 Oct 2024 Jeremy Stephen Gabriel Yee, Pai Chet Ng, Zhengkui Wang, Ian McLoughlin, Aik Beng Ng, Simon See

This paper presents a systematic review of the infrastructure requirements for deploying Large Language Models (LLMs) on-device within the context of small and medium-sized enterprises (SMEs), focusing on both hardware and software perspectives.

Nutrition Estimation for Dietary Management: A Transformer Approach with Depth Sensing

no code implementations4 Jun 2024 Zhengyi Kwan, Wei zhang, Zhengkui Wang, Aik Beng Ng, Simon See

In this paper, we propose NuNet, a transformer-based network designed for nutrition estimation that utilizes both RGB and depth information from food images.

Decoder Management +1

ESRA: Explainable Scientific Research Assistant

no code implementations ACL 2021 Pollawat Hongwimol, Peeranuth Kehasukcharoen, Pasit Laohawarutchai, Piyawat Lertvittayakumjorn, Aik Beng Ng, Zhangsheng Lai, Timothy Liu, Peerapon Vateekul

We introduce Explainable Scientific Research Assistant (ESRA), a literature discovery platform that augments search results with relevant details and explanations, aiding users in understanding more about their queries and the returned papers beyond existing literature search systems.

Dependently Typed Knowledge Graphs

no code implementations8 Mar 2020 Zhangsheng Lai, Aik Beng Ng, Liang Ze Wong, Simon See, Shaowei Lin

Reasoning over knowledge graphs is traditionally built upon a hierarchy of languages in the Semantic Web Stack.

Knowledge Graphs

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