100 citations · 778 across the 90 of their papers we have counts for
16 papers · 1 filter
Towards effective AI-powered agile project management
Hoa Khanh Dam, Truyen Tran, John Grundy +2
The rise of Artificial intelligence (AI) has the potential to significantly transform the practice of project management. Project management has a large socio-technical element wit…
Graph Transformation Policy Network for Chemical Reaction Prediction
Kien Do, Truyen Tran, Svetha Venkatesh
We address a fundamental problem in chemistry known as chemical reaction product prediction. Our main insight is that the input reactant and reagent molecules can be jointly repres…
Hybrid Generative-Discriminative Models for Inverse Materials Design
Phuoc Nguyen, Truyen Tran, Sunil Gupta +2
Discovering new physical products and processes often demands enormous experimentation and expensive simulation. To design a new product with certain target characteristics, an ext…
Relational dynamic memory networks
Trang Pham, Truyen Tran, Svetha Venkatesh
Neural networks excel in detecting regular patterns but are less successful in representing and manipulating complex data structures, possibly due to the lack of an external memory…
Committee machine that votes for similarity between materials
Duong-Nguyen Nguyen, Tien-Lam Pham, Viet-Cuong Nguyen +4
We developed a method for measuring the similarity between materials, focusing on specific physical properties. The obtained information can be utilized to understand the underlyin…
Variational Memory Encoder-Decoder
Hung Le, Truyen Tran, Thin Nguyen +1
Introducing variability while maintaining coherence is a core task in learning to generate utterances in conversation. Standard neural encoder-decoder models and their extensions u…