1 citations · 1 across the 4 of their papers we have counts for
4 papers
GROOT: Effective Design of Biological Sequences with Limited Experimental Data
Thanh V. T. Tran, Nhat Khang Ngo, Viet Anh Nguyen +1
Latent space optimization (LSO) is a powerful method for designing discrete, high-dimensional biological sequences that maximize expensive black-box functions, such as wet lab expe…
Range-aware Positional Encoding via High-order Pretraining: Theory and Practice
Viet Anh Nguyen, Nhat Khang Ngo, Truong Son Hy
Unsupervised pre-training on vast amounts of graph data is critical in real-world applications wherein labeled data is limited, such as molecule properties prediction or materials…
SAMSA: Efficient Transformer for Many Data Modalities
Minh Lenhat, Viet Anh Nguyen, Khoa Nguyen +3
The versatility of self-attention mechanism earned transformers great success in almost all data modalities, with limitations on the quadratic complexity and difficulty of training…
Sampling Foundational Transformer: A Theoretical Perspective
Viet Anh Nguyen, Minh Lenhat, Khoa Nguyen +3
The versatility of self-attention mechanism earned transformers great success in almost all data modalities, with limitations on the quadratic complexity and difficulty of training…