Melvin Wong

25 papers A 2B 3Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Plug-and-Play Multi-Criteria Guidance for Diverse In-Betweening Human Motion Generation.
CoRR
Hua Yu, Jiao Liu, Xu Gui, Melvin Wong, Yaqing Hou, Yew-Soon Ong
2025 J jnl
Evolutionary Computation as Natural Generative AI.
CoRR
Yaxin Shi, Abhishek Gupta, Ying Wu, Melvin Wong, Ivor W. Tsang, Thiago Rios, Stefan Menzel, Bernhard Sendhoff, Yaqing Hou, Yew-Soon Ong
2025 J jnl
LLM-to-Phy3D: Physically Conform Online 3D Object Generation with LLMs.
CoRR
Melvin Wong, Yueming Lyu, Thiago Rios, Stefan Menzel, Yew-Soon Ong
2025 J jnl
LLM2TEA: An Agentic AI Designer for Discovery With Generative Evolutionary Multitasking.
IEEE Comput. Intell. Mag.
Melvin Wong, Jiao Liu, Thiago Rios, Stefan Menzel, Yew-Soon Ong
2025 B conf
Looks Great, Functions Better: Physics Compliance Text-to-3D Shape Generation.
IJCNN
Qingshan Xu, Jiao Liu, Melvin Wong, Caishun Chen, Yew Soon Ong
2025 — conf
Understanding Travelers' Willingness to Participate in Crowd-Sourced Parcel Delivery Based on a Stated Adaptation Choice Experiment.
MT-ITS
Dianqing Zhou, Soora Rasouli, Melvin Wong
2024 — conf
Fast Convergence PINNs Using Pseudo-Density Embedding: A study on Solid Mechanics.
CAI
Melvin Wong, Jiao Liu, Ge Jin, Kunpeng Li, Doan Ngoc Chi Nam
2024 B conf
Finding Sets of Pareto Sets in Real-World Scenarios - A Multitask Multiobjective Perspective.
CEC
Jiao Liu, Yew Soon Ong, Melvin Wong
2024 J jnl
Generative AI-based Prompt Evolution Engineering Design Optimization With Vision-Language Model.
CoRR
Melvin Wong, Thiago Rios, Stefan Menzel, Yew Soon Ong
2024 J jnl
LLM2FEA: Discover Novel Designs with Generative Evolutionary Multitasking.
CoRR
Melvin Wong, Jiao Liu, Thiago Rios, Stefan Menzel, Yew Soon Ong
2024 J jnl
Precise-Physics Driven Text-to-3D Generation.
CoRR
Qingshan Xu, Jiao Liu, Melvin Wong, Caishun Chen, Yew-Soon Ong
2024 B conf
Prompt Evolutionary Design Optimization with Generative Shape and Vision-Language models.
CEC
Melvin Wong, Thiago Rios, Stefan Menzel, Yew Soon Ong
2024 J jnl
RT-GCN: Gaussian-based spatiotemporal graph convolutional network for robust traffic prediction.
Inf. Fusion
Yutian Liu, Soora Rasouli, Melvin Wong, Tao Feng, Tianjin Huang
2024 J jnl
ST-DAGCN: A spatiotemporal dual adaptive graph convolutional network model for traffic prediction.
Neurocomputing
Yutian Liu, Tao Feng, Soora Rasouli, Melvin Wong
2024 — conf
Towards Adversarially Robust Data-Efficient Learning with Generated Data.
CAI
Junhao Dong, Melvin Wong, Sihan Xia, Joel Wei En Tay
2024 — conf
Towards End-to-End Prompt-Vision-Physics Neural Network for Fast Design Discovery.
CAI
Qingshan Xu, Jiao Liu, Melvin Wong, Ge Jin, Ryan Lau, Yew-Soon Ong, Stefan Menzel, Thiago Rios, Joo-Hwee Lim, Chin Chun Ooi
2023 — conf
Prompt Evolution for Generative AI: A Classifier-Guided Approach.
CAI
Melvin Wong, Yew-Soon Ong, Abhishek Gupta, Kavitesh Kumar Bali, Caishun Chen
2023 J jnl
Prompt Evolution for Generative AI: A Classifier-Guided Approach.
CoRR
Melvin Wong, Yew-Soon Ong, Abhishek Gupta, Kavitesh Kumar Bali, Caishun Chen
2019 J jnl
A combined entropy and utility based generative model for large scale multiple discrete-continuous travel behaviour data.
CoRR
Melvin Wong, Bilal Farooq
2018 — conf
Modelling Latent Travel Behaviour Characteristics with Generative Machine Learning.
ITSC
Melvin Wong, Bilal Farooq
2018 J jnl
Modelling Latent Travel Behaviour Characteristics with Generative Machine Learning.
CoRR
Melvin Wong, Bilal Farooq
2017 J jnl
An investigation into machine learning approaches for forecasting spatio-temporal demand in ride-hailing service.
CoRR
Ismaïl Saadi, Melvin Wong, Bilal Farooq, Jacques Teller, Mario Cools
2017 J jnl
Discriminative conditional restricted Boltzmann machine for discrete choice and latent variable modelling.
CoRR
Melvin Wong, Bilal Farooq, Guillaume-Alexandre Bilodeau
2010 A conf
Combining JPDA and particle filter for visual tracking.
ICME
Nam Trung Pham, Karianto Leman, Melvin Wong, Feng Gao
2009 A conf
Multi lane vehicle orientation extractions using multi views from roadside cameras.
ICME
Karianto Leman, Melvin Wong, Xin Yan, Gao Feng, How-Lung Eng