Melvin Wong

According to our database, Melvin Wong authored at least 14 papers between 2009 and 2024.

Collaborative distances:

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

2024

RT-GCN: Gaussian-based spatiotemporal graph convolutional network for robust traffic prediction.

Yutian Liu, Soora Rasouli, Melvin Wong, Tao Feng, Tianjin Huang

Inf. Fusion, February, 2024

ST-DAGCN: A spatiotemporal dual adaptive graph convolutional network model for traffic prediction.

Yutian Liu, Tao Feng, Soora Rasouli, Melvin Wong

Neurocomputing, 2024

LLM2FEA: Discover Novel Designs with Generative Evolutionary Multitasking.

Melvin Wong, Jiao Liu, Thiago Rios, Stefan Menzel, Yew Soon Ong

CoRR, 2024

Generative AI-based Prompt Evolution Engineering Design Optimization With Vision-Language Model.

Melvin Wong, Thiago Rios, Stefan Menzel, Yew Soon Ong

CoRR, 2024

Precise-Physics Driven Text-to-3D Generation.

Qingshan Xu, Jiao Liu, Melvin Wong, Caishun Chen, Yew-Soon Ong

CoRR, 2024

Prompt Evolutionary Design Optimization with Generative Shape and Vision-Language models.

Melvin Wong, Thiago Rios, Stefan Menzel, Yew Soon Ong

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

Finding Sets of Pareto Sets in Real-World Scenarios - A Multitask Multiobjective Perspective.

Jiao Liu, Yew Soon Ong, Melvin Wong

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023

Prompt Evolution for Generative AI: A Classifier-Guided Approach.

Melvin Wong, Yew-Soon Ong, Abhishek Gupta, Kavitesh Kumar Bali, Caishun Chen

CoRR, 2023

2019

A combined entropy and utility based generative model for large scale multiple discrete-continuous travel behaviour data.

Melvin Wong, Bilal Farooq

CoRR, 2019

2018

Modelling Latent Travel Behaviour Characteristics with Generative Machine Learning.

Melvin Wong, Bilal Farooq

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017

Discriminative conditional restricted Boltzmann machine for discrete choice and latent variable modelling.

Melvin Wong, Bilal Farooq, Guillaume-Alexandre Bilodeau

CoRR, 2017

An investigation into machine learning approaches for forecasting spatio-temporal demand in ride-hailing service.

Ismaïl Saadi, Melvin Wong, Bilal Farooq, Jacques Teller, Mario Cools

CoRR, 2017

2010

Combining JPDA and particle filter for visual tracking.

Nam Trung Pham, Karianto Leman, Melvin Wong, Feng Gao

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

2009

Multi lane vehicle orientation extractions using multi views from roadside cameras.

Karianto Leman, Melvin Wong, Xin Yan, Gao Feng, How-Lung Eng

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009