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researcher

Melvin Wong

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.CV1
  • cs.LG1
ORCID 0000-0001-5323-2313
same name
  • Melvin Wong — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedAn investigation into machine learning approaches for forecasting spatio-temporal demand in ride-hailing service

29 citations · 37 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2025

LLM-to-Phy3D: Physically Conform Online 3D Object Generation with LLMs

Melvin Wong, Yueming Lyu, Thiago Rios +2

The emergence of generative artificial intelligence (GenAI) and large language models (LLMs) has revolutionized the landscape of digital content creation in different modalities. H…

cs.AI2024★ 8 cited

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

Melvin Wong, Thiago Rios, Stefan Menzel +1

Engineering design optimization requires an efficient combination of a 3D shape representation, an optimization algorithm, and a design performance evaluation method, which is ofte…

cs.LG2017★ 29 cited

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

Ismaïl Saadi, Melvin Wong, Bilal Farooq +2

In this paper, we present machine learning approaches for characterizing and forecasting the short-term demand for on-demand ride-hailing services. We propose the spatio-temporal e…

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