Aik Beng Ng

Researcher, Singapore, NVIDIA

Joined

March 2025

Names

Aik Beng Ng (Preferred)

Ng Aik Beng

Emails

****@nvidia.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Singapore, NVIDIA (nvidia.com)

2016 – Present

Advisors, Relations & Conflicts

Coauthor

Wonmin Byeon

2021 – Present

Coauthor

Simon See

2016 – Present

Expertise

Intelligent Immersive Metaverse

2023 – Present

Augmented Intelligence

2018 – Present

Human AI Collaboration

2018 – Present

Publications

OptiRSDE: A Novel Approach with Temporal Smoothing and Optimized Feature Matching for Fast and Robust Depth Estimation
Avinash Anand, Chaitanya Lakhchaura, Meetkumar Yagneshkumar Shah, Aman Kumar, Aman Sharma, Rajiv Ratn Shah, Erik Cambria, Zhengkui Wang, Aik Beng Ng
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Feature-based Graph Attention Networks Improve Online Continual Learning
Adjovi Sim, Zhengkui Wang, Aik Beng Ng, Shalini De Mello, Simon See, Wonmin Byeon
- CoRR 2025
- Readers: Everyone
FedDrip: Federated Learning With Diffusion-Generated Synthetic Image
Karin Huangsuwan, Timothy Liu, Simon See, Aik Beng Ng, Peerapon Vateekul
- IEEE Access 2025
- Readers: Everyone
A General-Purpose Multimodal Foundation Model for Dermatology
Siyuan Yan, Zhen Yu, Clare Primiero, Cristina Vico-Alonso, Zhonghua Wang, Litao Yang, Philipp Tschandl, Ming Hu, Gin Tan, Vincent Tang, Aik Beng Ng, David Powell, C. Paul Bonnington, Simon See, Monika Janda, Victoria Mar, Harald Kittler, H. Peter Soyer, Zongyuan Ge
- CoRR 2024
- Readers: Everyone
Review on synergizing the Metaverse and AI-driven synthetic data: enhancing virtual realms and activity recognition in computer vision
Megani Rajendran, Chek Tien Tan, Indriyati Atmosukarto, Aik Beng Ng, Simon See
- Vis. Intell. 2024
- Readers: Everyone
On-Device LLMs for SMEs: Challenges and Opportunities
Jeremy Stephen Gabriel Yee, Pai Chet Ng, Zhengkui Wang, Ian McLoughlin, Aik Beng Ng, Simon See
- CoRR 2024
- Readers: Everyone
Designing a Usable Framework for Diverse Users in Synthetic Human Action Data Generation
Megani Rajendran, Chek Tien Tan, Indriyati Atmosukarto, Aik Beng Ng, Joey Lim, Triston Chan Sheen, Simon See
- SIGGRAPH Asia Technical Communications 2024
- Readers: Everyone
Towards Accelerating Physics Informed Graph Neural Network for Fluid Simulation
Yidi Wang, Frank Guan, Malcolm Yoke Hean Low, Zhengkui Wang, Aik Beng Ng, Simon See
- SIGGRAPH Asia Posters 2024
- Readers: Everyone
Nutrition Estimation for Dietary Management: A Transformer Approach with Depth Sensing
Zhengyi Kwan, Wei Zhang, Zhengkui Wang, Aik Beng Ng, Simon See
- CoRR 2024
- Readers: Everyone
SynthDa: Exploiting Existing Real-World Data for Usable and Accessible Synthetic Data Generation
Megani Rajendran, Chek Tien Tan, Indriyati Atmosukarto, Aik Beng Ng, Zhihua Zhou, Andrew Grant, Simon See
- SIGGRAPH Asia Technical Communications 2023
- Readers: Everyone

View all 17 publications

Co-Authors

View all 61 co-authors