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researcher

Melvin Wong

Nanyang Technological University

8 papers hereh-index 577 citations16 works total

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

author position
  • first author4
  • middle author3
  • last author1

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.CV2
  • cs.NE2
  • cs.GR1
  • cs.LG1
affiliations
  • Nanyang Technological University
ORCID 0009-0005-8993-724X
same name
  • Melvin Wong — 5 papers

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
20232026
most citedPrompt Evolution for Generative AI: A Classifier-Guided Approach

28 citations · 37 across the 7 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

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.AI2024★ 1 cited

LLM2TEA: An Agentic AI Designer for Discovery with Generative Evolutionary Multitasking

Melvin Wong, Jiao Liu, Thiago Rios +2

This paper presents LLM2TEA, a Large Language Model (LLM) driven MultiTask Evolutionary Algorithm, representing the first agentic AI designer of its kind operating with generative…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.