Khai Nguyen

According to our database1, Khai Nguyen authored at least 59 papers between 1995 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Code Generation for Conic Model-Predictive Control on Microcontrollers with TinyMPC.
CoRR, 2024

Integrating Efficient Optimal Transport and Functional Maps For Unsupervised Shape Correspondence Learning.
CoRR, 2024

On Parameter Estimation in Deviated Gaussian Mixture of Experts.
CoRR, 2024

Sliced Wasserstein with Random-Path Projecting Directions.
CoRR, 2024

2023
TinyMPC: Model-Predictive Control on Resource-Constrained Microcontrollers.
CoRR, 2023

Quasi-Monte Carlo for 3D Sliced Wasserstein.
CoRR, 2023

Diffeomorphic Deformation via Sliced Wasserstein Distance Optimization for Cortical Surface Reconstruction.
CoRR, 2023

Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts.
CoRR, 2023

Control Variate Sliced Wasserstein Estimators.
CoRR, 2023

Markovian Sliced Wasserstein Distances: Beyond Independent Projections.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Energy-Based Sliced Wasserstein Distance.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Designing Robust Transformers using Robust Kernel Density Estimation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Minimax Optimal Rate for Parameter Estimation in Multivariate Deviated Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Self-Attention Amortized Distributional Projection Optimization for Sliced Wasserstein Point-Cloud Reconstruction.
Proceedings of the International Conference on Machine Learning, 2023

Hierarchical Sliced Wasserstein Distance.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

On Cross-Layer Alignment for Model Fusion of Heterogeneous Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Fast Approximation of the Generalized Sliced-Wasserstein Distance.
CoRR, 2022

Robustify Transformers with Robust Kernel Density Estimation.
CoRR, 2022

Hierarchical Sliced Wasserstein Distance.
CoRR, 2022

Transformer with Fourier Integral Attentions.
CoRR, 2022

Improving Transformer with an Admixture of Attention Heads.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Amortized Projection Optimization for Sliced Wasserstein Generative Models.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Revisiting Sliced Wasserstein on Images: From Vectorization to Convolution.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

FourierFormer: Transformer Meets Generalized Fourier Integral Theorem.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Improving Mini-batch Optimal Transport via Partial Transportation.
Proceedings of the International Conference on Machine Learning, 2022

On Transportation of Mini-batches: A Hierarchical Approach.
Proceedings of the International Conference on Machine Learning, 2022

On Multimarginal Partial Optimal Transport: Equivalent Forms and Computational Complexity.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Model Fusion of Heterogeneous Neural Networks via Cross-Layer Alignment.
CoRR, 2021

An Efficient Mini-batch Method via Partial Transportation.
CoRR, 2021

Improving Bayesian Inference in Deep Neural Networks with Variational Structured Dropout.
CoRR, 2021

BoMb-OT: On Batch of Mini-batches Optimal Transport.
CoRR, 2021

Structured Dropout Variational Inference for Bayesian Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein.
Proceedings of the 9th International Conference on Learning Representations, 2021

Distributional Sliced-Wasserstein and Applications to Generative Modeling.
Proceedings of the 9th International Conference on Learning Representations, 2021

2020
Backside Die-Edge and Underfill Fillet Cracks Induced by Additional Tensile Stress from Increasing Die-to-Package Ratio in Bare-Die FCBGA.
Proceedings of the 2020 IEEE International Reliability Physics Symposium, 2020

2019
EmbNum+: Effective, Efficient, and Robust Semantic Labeling for Numerical Values.
New Gener. Comput., 2019

Modelling Degradation of Matched-Circuits in Operational Conditions: Active and Stand-by Modes.
Proceedings of the IEEE International Reliability Physics Symposium, 2019

2018
EmbNum: Semantic Labeling for Numerical Values with Deep Metric Learning.
Proceedings of the Semantic Technology - 8th Joint International Conference, 2018

Clinical Ontology Mapping - Toward Automatic Care Plan Recommendation.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

Learning Effective Distributed Representation of Complex Biomedical Concepts.
Proceedings of the 18th IEEE International Conference on Bioinformatics and Bioengineering, 2018

A Novel Method to Predict Type for DBpedia Entity.
Proceedings of the Modern Approaches for Intelligent Information and Database Systems,, 2018

2017
ScLink: supervised instance matching system for heterogeneous repositories.
J. Intell. Inf. Syst., 2017

Automatic Schema-Independent Linked Data Instance Matching System.
Int. J. Semantic Web Inf. Syst., 2017

Enhancing Coreference Classifiers Using a Ranking-Aware Feature.
Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017

2016
Linked Data Entity Resolution System Enhanced by Configuration Learning Algorithm.
IEICE Trans. Inf. Syst., 2016

Ranking Feature for Classifier-based Instance Matching.
Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016

Type Prediction for Entities in DBpedia by Aggregating Multilingual Resources.
Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016

2015
An effective configuration learning algorithm for entity resolution.
Proceedings of the 10th International Workshop on Ontology Matching collocated with the 14th International Semantic Web Conference (ISWC 2015), 2015

A Heuristic Approach for Configuration Learning of Supervised Instance Matching.
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015

ScSLINT: Time and Memory Efficient Interlinking Framework for Linked Data.
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015

Heuristic-Based Configuration Learning for Linked Data Instance Matching.
Proceedings of the Semantic Technology - 5th Joint International Conference, 2015

2013
SLINT+ results for OAEI 2013 instance matching.
Proceedings of the 8th International Workshop on Ontology Matching co-located with the 12th International Semantic Web Conference (ISWC 2013), 2013

2012
TSGVi: a graph-based summarization system for Vietnamese documents.
J. Ambient Intell. Humaniz. Comput., 2012

SLINT: a schema-independent linked data interlinking system.
Proceedings of the 7th International Workshop on Ontology Matching, 2012

Interlinking Linked Data Sources Using a Domain-Independent System.
Proceedings of the Semantic Technology, Second Joint International Conference, 2012

2005
A 90-nm FPGA I/O buffer design with 1.6-Gb/s data rate for source-synchronous system and 300-MHz clock rate for external memory interface.
IEEE J. Solid State Circuits, 2005

2004
A 90 nm FPGA I/O buffer design with 1.6 Gbps data rate for source-synchronous system and 300 MHz clock rate for external memory interface.
Proceedings of the IEEE 2004 Custom Integrated Circuits Conference, 2004

1998
A silicon efficient FLEX 6000 programmable logic architecture.
Proceedings of the IEEE 1998 Custom Integrated Circuits Conference, 1998

1995
Migration of a Dual Granularity Globally Interconnected PLD Architecture to a 0.5 µm TLM Process.
Proceedings of the Field-Programmable Logic and Applications, 5th International Workshop, 1995


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