1 citations · 1 across the 1 of their papers we have counts for
3 papers
cs.LG2025★ 1 cited
Get Global Guarantees: On the Probabilistic Nature of Perturbation Robustness
Wenchuan Mu, Kwan Hui Lim
In safety-critical deep learning applications, robustness measures the ability of neural models that handle imperceptible perturbations in input data, which may lead to potential s…
cs.IR2025
A Social Data-Driven System for Identifying Estate-related Events and Topics
Wenchuan Mu, Menglin Li, Kwan Hui Lim
Social media platforms such as Twitter and Facebook have become deeply embedded in our everyday life, offering a dynamic stream of localized news and personal experiences. The ubiq…
cs.CL2024
From Intents to Conversations: Generating Intent-Driven Dialogues with Contrastive Learning for Multi-Turn Classification
Junhua Liu, Yong Keat Tan, Bin Fu +1
In conversational AI systems, a critical challenge in training effective multi-turn intent classification models lies in the generation of large-scale, domain-specific, multilingua…