Noel Ngu

According to our database, Noel Ngu authored at least 8 papers between 2023 and 2025.

Collaborative distances:

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

2025

Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments.

Mario A. Leiva, Noel Ngu, Joshua Shay Kricheli, Aditya Taparia, Ransalu Senanayake, Paulo Shakarian, Nathaniel D. Bastian, Jack Corcoran, Gerardo I. Simari

CoRR, May, 2025

VLC Fusion: Vision-Language Conditioned Sensor Fusion for Robust Object Detection.

Aditya Taparia, Noel Ngu, Mario A. Leiva, Joshua Shay Kricheli, John Corcoran, Nathaniel D. Bastian, Gerardo I. Simari, Paulo Shakarian, Ransalu Senanayake

CoRR, May, 2025

Multiple Distribution Shift - Aerial (MDS-A): A Dataset for Test-Time Error Detection and Model Adaptation.

Noel Ngu, Aditya Taparia, Gerardo I. Simari, Mario A. Leiva, Jack Corcoran, Ransalu Senanayake, Paulo Shakarian, Nathaniel D. Bastian

CoRR, February, 2025

Multiple Distribution Shift - Aerial (MDS-A): A Dataset for Test-Time Error Detection and Model Adaptation.

Noel Ngu, Aditya Taparia, Gerardo I. Simari, Mario A. Leiva, Ransalu Senanayake, Paulo Shakarian, Nathaniel D. Bastian, John Corcoran

Proceedings of the 2025 AAAI Spring Symposium Series, 2025

2024

Metal Price Spike Prediction via a Neurosymbolic Ensemble Approach.

Nathaniel Lee, Noel Ngu, Harshdeep Singh Sandhu, Pramod Motaganahall, Al Mehdi Saadat Chowdhury, Bowen Xi, Paulo Shakarian

CoRR, 2024

Diversity Measures: Domain-Independent Proxies for Failure in Language Model Queries.

Noel Ngu, Nathaniel Lee, Paulo Shakarian

Proceedings of the 18th IEEE International Conference on Semantic Computing, 2024

Metal Price Spike Prediction via a Neurosymbolic Ensemble Approach.

Nathaniel Lee, Noel Ngu, Harshdeep Singh Sahdev, Pramod Motaganahall, Al Mehdi Saadat Chowdhury, Bowen Xi, Paulo Shakarian

Proceedings of the IEEE International Conference on Data Mining, 2024

2023

An Independent Evaluation of ChatGPT on Mathematical Word Problems (MWP).

Paulo Shakarian, Abhinav Koyyalamudi, Noel Ngu, Lakshmivihari Mareedu

Proceedings of the AAAI 2023 Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering (AAAI-MAKE 2023), 2023