Publications (21)
An Approach for Handling Missing Attribute Values in Attribute-Based Access Control Policy Mining
Thang Bui, Elliot Shabram, Anthony Matricia
Annealed Importance Sampling with q-Paths
Rob Brekelmans, Vaden Masrani, Thang Bui +4
Formal Reasoning for Intelligent QA Systems: A Case Study in the Educational Domain
Tuan Bui, An Nguyen, Phat Thai +8
Measuring Sharpness in Grokking
Jack Miller, Patrick Gleeson, Charles O'Neill +2
Grokking Beyond Neural Networks: An Empirical Exploration with Model Complexity
Jack Miller, Charles O'Neill, Thang Bui
Learning Attribute-Based and Relationship-Based Access Control Policies with Unknown Values
Thang Bui, Scott D. Stoller
Adversarial Fine-Tuning of Language Models: An Iterative Optimisation Approach for the Generation and Detection of Problematic Content
Charles O'Neill, Jack Miller, Ioana Ciuca +2
Stochastic Expectation Propagation for Large Scale Gaussian Process Classification
Daniel Hernández-Lobato, José Miguel Hernández-Lobato, Yingzhen Li +2
q-Paths: Generalizing the Geometric Annealing Path using Power Means
Vaden Masrani, Rob Brekelmans, Thang Bui +4
Efficient and Extensible Policy Mining for Relationship-Based Access Control
Thang Bui, Scott D. Stoller, Hieu Le
Sparse Autoencoders Enable Scalable and Reliable Circuit Identification in Language Models
Charles O'Neill, Thang Bui
Speaking in Words, Thinking in Logic: A Dual-Process Framework in QA Systems
Tuan Bui, Trong Le, Phat Thai +5
AstroLLaMA: Towards Specialized Foundation Models in Astronomy
Tuan Dung Nguyen, Yuan-Sen Ting, Ioana CiucÄ +21
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation
Charles O'Neill, Yuan-Sen Ting, Ioana Ciuca +2
Black-box -divergence Minimization
José Miguel Hernández-Lobato, Yingzhen Li, Mark Rowland +3
Cross-Data Knowledge Graph Construction for LLM-enabled Educational Question-Answering System: A Case Study at HCMUT
Tuan Bui, Oanh Tran, Phuong Nguyen +4
Sparks of Science: Hypothesis Generation Using Structured Paper Data
Charles O'Neill, Tirthankar Ghosal, Roberta RÄileanu +4
A Decision Tree Learning Approach for Mining Relationship-Based Access Control Policies
Thang Bui, Scott D. Stoller
Greedy and Evolutionary Algorithms for Mining Relationship-Based Access Control Policies
Thang Bui, Scott D. Stoller, Jiajie Li
ABAC Lab: An Interactive Platform for Attribute-based Access Control Policy Analysis, Tools, and Datasets
Thang Bui, Anthony Matricia, Emily Contreras +3
Mining Hierarchical Temporal Roles with Multiple Metrics
Scott D. Stoller, Thang Bui