Aik Beng Ng

According to our database, Aik Beng Ng authored at least 29 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

IRIS: Interleaved Reinforcement with Incremental Staged Curriculum for Cross-Lingual Mathematical Reasoning.

Navya Gupta, Suryatej Reddy Vyalla, Avinash Anand, Chhavi Kirtani, Erik Cambria, Zhengchen Zhang, Zhengkui Wang, Timothy Liu, Aik Beng Ng, Simon See, Rajiv Ratn Shah

CoRR, April, 2026

Better and Worse with Scale: How Contextual Entrainment Diverges with Model Size.

Dikshant Kukreja, Kshitij Sah, Gautam Gupta, Avinash Anand, Rajiv Ratn Shah, Zhengkui Wang, Aik Beng Ng, Erik Cambria

CoRR, April, 2026

DAST: A Dual-Stream Voice Anonymization Attacker with Staged Training.

Ridwan Arefeen, Xiaoxiao Miao, Rong Tong, Aik Beng Ng, Simon See, Timothy Liu

CoRR, March, 2026

A Vision-Language Foundation Model for Zero-shot Clinical Collaboration and Automated Concept Discovery in Dermatology.

Siyuan Yan, Xieji Li, Dan Mo, Philipp Tschandl, Yiwen Jiang, Zhonghua Wang, Ming Hu, Lie Ju, Cristina Vico-Alonso, Yizhen Zheng, Jiahe Liu, Juexiao Zhou, Camilla Chello, Jen G. Cheung, Julien Anriot, Luc Thomas, Clare Primiero, Gin Tan, Aik Beng Ng, Simon See, Xiaoying Tang, Albert Ip, Xiaoyang Liao, Adrian Bowling, Martin Haskett, Shuang Zhao, Monika Janda, H. Peter Soyer, Victoria Mar, Harald Kittler, Zongyuan Ge

CoRR, February, 2026

ReLA: Representation Learning and Aggregation for Job Scheduling with Reinforcement Learning.

Zhengyi Kwan, Wei Zhang, Aik Beng Ng, Zhengkui Wang, Simon See

CoRR, January, 2026

Adapt: Multibeamformer with Tunable Weight Fusion and Patch-Wise Learning for Ultrasound Imaging.

Gopika Gopikrishna, Mahesh Raveendranatha Panicke, Timothy Li, Aik Beng Ng, Simon Chong-Wee Se

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Feature-based Graph Attention Networks Improve Online Continual Learning.

Adjovi Sim, Zhengkui Wang, Aik Beng Ng, Shalini De Mello, Simon See, Wonmin Byeon

CoRR, February, 2025

Nutrition Estimation for Dietary Management: A Transformer Approach With Depth Sensing.

Zhengyi Kwan, Wei Zhang, Zhengkui Wang, Aik Beng Ng, Simon See

IEEE Trans. Multim., 2025

PRO-GO: Reference-Guided Protein Sequence Generation Using Gene Ontology Terms.

Darren Tan, Ian McLoughlin, Aik Beng Ng, Zhengkui Wang, Abraham C. Stern, Simon See

IEEE Access, 2025

FedDrip: Federated Learning With Diffusion-Generated Synthetic Image.

Karin Huangsuwan, Timothy Liu, Simon See, Aik Beng Ng, Peerapon Vateekul

IEEE Access, 2025

ShalDeepDP: A Survey and Comparison of Data Poisoning in Statistical, Classical Deep Learning and Foundation Models.

Jia Yi Chan, Huaqun Guo, Timothy Liu, Aik Beng Ng, Simon See

Proceedings of the 2025 IEEE International Conference on Service Operations and Logistics, 2025

Simulating 3D Thermal Fluid Dynamics in Data Centers with Soft-Constrained Physics-Informed Graph Neural Network.

Yidi Wang, Aik Beng Ng, Simon See, Daniel Wang, Frank Guan

Proceedings of the SIGGRAPH Asia 2025 Posters, 2025

Intelligent Immersification in the Metaverse: AI-Driven Immersive Multimedia.

Aik Beng Ng, Yethoven Tukimin, Jeannie S. Lee, Megani Rajendran, Chek Tien Tan, Indriyati Atmosukarto

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Learning without Forgetting Attention Scores - Attention Score Distillation for Online Continual Learning.

Adjovi Sim, Zhengkui Wang, Aik Beng Ng, Simon See, Wonmin Byeon

Proceedings of the 2025 18th International Conference on Computer Science and Information Technology, 2025

A Lightweight Method for Generating Precise Number of 3D Object Instances from Text Prompts.

Jin Qi Yeo, Kan Chen, Aik Beng Ng, Simon See, Frank Guan

Proceedings of the International Conference on Cyberworlds, 2025

SegReConcat: A Data Augmentation Method for Voice Anonymization Attack.

Ridwan Arefeen, Xiaoxiao Miao, Rong Tong, Aik Beng Ng, Simon See

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2025

2024

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

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

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

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

Proceedings of the SIGGRAPH Asia 2024 Posters, SA 2024, Tokyo, Japan, December 3-6, 2024, 2024

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

Proceedings of the SIGGRAPH Asia 2024 Technical Communications, 2024

2023

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

Proceedings of the SIGGRAPH Asia 2023 Technical Communications, 2023

Exploring Domain Randomization's Effect on Synthetic Data for Activity Detection.

Megani Rajendran, Chek Tien Tan, Indriyati Atmosukarto, Aik Beng Ng, Andrew Grant, Eric Cameracci, Simon See

Proceedings of the IEEE International Conference on Metaverse Computing, 2023

AICRID: AI-Empowered CR For Interior Design.

Jin Qi Yeo, Yidi Wang, Shawn Tanary, Jiaxuan Cheng, Matthew Lau, Aik Beng Ng, Frank Guan

Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2023

NewsMet : A 'do it all' Dataset of Contemporary Metaphors in News Headlines.

Rohan Joseph, Timothy Liu, Aik Beng Ng, Simon See, Sunny Rai

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Towards a HOI application for digital home assistants.

Megani Rajendran, Chek Tien Tan, Indriyati Atmosukarto, Aik Beng Ng, Simon See

Proceedings of the 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2022

SynDa: A Novel Synthetic Data Generation Pipeline for Activity Recognition.

Megani Rajendran, Chek Tien Tan, Indriyati Atmosukarto, Aik Beng Ng, Simon See

Proceedings of the 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2022

2021

ESRA: Explainable Scientific Research Assistant.

Pollawat Hongwimol, Peeranuth Kehasukcharoen, Pasit Laohawarutchai, Piyawat Lertvittayakumjorn, Aik Beng Ng, Zhangsheng Lai, Timothy Liu, Peerapon Vateekul

Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Dependently Typed Knowledge Graphs.

Zhangsheng Lai, Aik Beng Ng, Liang Ze Wong, Simon See, Shaowei Lin

CoRR, 2020