Khai Nguyen

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 67

Top Topics

Predictive Control

Parameter Estimation

Gaussian Mixture

Top Venues

ISWC (Posters & Demos)

Publications

Khai Nguyen, Nicola Bariletto, Nhat Ho
Quasi-Monte Carlo for 3D Sliced Wasserstein. ICLR (2024)
Manh Luong, Khai Nguyen, Nhat Ho, Reza Haf, Dinh Phung, Lizhen Qu
Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation. ICLR (2024)
Huy Nguyen, TrungTin Nguyen, Khai Nguyen, Nhat Ho
Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts. AISTATS (2024)
Manh Luong, Khai Nguyen, Nhat Ho, Reza Haf, Dinh Q. Phung, Lizhen Qu
Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation. CoRR (2024)
Huy Nguyen, Khai Nguyen, Nhat Ho
On Parameter Estimation in Deviated Gaussian Mixture of Experts. CoRR (2024)
Dung Le, Huy Nguyen, Khai Nguyen, Trang Nguyen, Nhat Ho
Fast Approximation of the Generalized Sliced-Wasserstein Distance. ICASSP (2024)
Khai Nguyen, Nhat Ho
Sliced Wasserstein Estimation with Control Variates. ICLR (2024)
Khai Nguyen, Sam Schoedel, Anoushka Alavilli, Brian Plancher, Zachary Manchester
TinyMPC: Model-Predictive Control on Resource-Constrained Microcontrollers. ICRA (2024)
Huy Nguyen, Khai Nguyen, Nhat Ho
On Parameter Estimation in Deviated Gaussian Mixture of Experts. AISTATS (2024)
Khai Nguyen, Shujian Zhang, Tam Le, Nhat Ho
Sliced Wasserstein with Random-Path Projecting Directions. CoRR (2024)
Sam Schoedel, Khai Nguyen, Elakhya Nedumaran, Brian Plancher, Zachary Manchester
Code Generation for Conic Model-Predictive Control on Microcontrollers with TinyMPC. CoRR (2024)
Thanh-Tung Le, Khai Nguyen, Shanlin Sun, Kun Han, Nhat Ho, Xiaohui Xie
Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction. ICLR (2024)
Tung Le, Khai Nguyen, Shanlin Sun, Nhat Ho, Xiaohui Xie
Integrating Efficient Optimal Transport and Functional Maps For Unsupervised Shape Correspondence Learning. CoRR (2024)
Khai Nguyen, Hai Nguyen, Nhat Ho
Marginal Fairness Sliced Wasserstein Barycenter. CoRR (2024)
Nicola Bariletto, Khai Nguyen, Nhat Ho
Borrowing Strength in Distributionally Robust Optimization via Hierarchical Dirichlet Processes. CoRR (2024)
Khai Nguyen, Nhat Ho
Hierarchical Hybrid Sliced Wasserstein: A Scalable Metric for Heterogeneous Joint Distributions. CoRR (2024)
Khai Nguyen, Nhat Ho
Control Variate Sliced Wasserstein Estimators. CoRR (2023)
Khai Nguyen, Tongzheng Ren, Nhat Ho
Markovian Sliced Wasserstein Distances: Beyond Independent Projections. NeurIPS (2023)
Khai Nguyen, Dang Nguyen, Nhat Ho
Self-Attention Amortized Distributional Projection Optimization for Sliced Wasserstein Point-Cloud Reconstruction. CoRR (2023)
Dang Nguyen, Trang Nguyen, Khai Nguyen, Dinh Q. Phung, Hung Hai Bui, Nhat Ho
On Cross-Layer Alignment for Model Fusion of Heterogeneous Neural Networks. ICASSP (2023)
Khai Nguyen, Tongzheng Ren, Nhat Ho
Markovian Sliced Wasserstein Distances: Beyond Independent Projections. CoRR (2023)
Khai Nguyen, Dang Nguyen, Nhat Ho
Self-Attention Amortized Distributional Projection Optimization for Sliced Wasserstein Point-Cloud Reconstruction. ICML (2023)
Anoushka Alavilli, Khai Nguyen, Sam Schoedel, Brian Plancher, Zachary Manchester
TinyMPC: Model-Predictive Control on Resource-Constrained Microcontrollers. CoRR (2023)
Khai Nguyen, Nhat Ho
Energy-Based Sliced Wasserstein Distance. NeurIPS (2023)
Xing Han, Tongzheng Ren, Tan Nguyen, Khai Nguyen, Joydeep Ghosh, Nhat Ho
Designing Robust Transformers using Robust Kernel Density Estimation. NeurIPS (2023)
Khai Nguyen, Tongzheng Ren, Huy Nguyen, Litu Rout, Tan Minh Nguyen, Nhat Ho
Hierarchical Sliced Wasserstein Distance. ICLR (2023)
Tung Le, Khai Nguyen, Shanlin Sun, Kun Han, Nhat Ho, Xiaohui Xie
Diffeomorphic Deformation via Sliced Wasserstein Distance Optimization for Cortical Surface Reconstruction. CoRR (2023)
Khai Nguyen, Nhat Ho
Energy-Based Sliced Wasserstein Distance. CoRR (2023)
Huy Nguyen, TrungTin Nguyen, Khai Nguyen, Nhat Ho
Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts. CoRR (2023)
Khai Nguyen, Nicola Bariletto, Nhat Ho
Quasi-Monte Carlo for 3D Sliced Wasserstein. CoRR (2023)
Dat Do, Huy Nguyen, Khai Nguyen, Nhat Ho
Minimax Optimal Rate for Parameter Estimation in Multivariate Deviated Models. NeurIPS (2023)
Tan Nguyen, Minh Pham, Tam Nguyen, Khai Nguyen, Stanley J. Osher, Nhat Ho
Transformer with Fourier Integral Attentions. CoRR (2022)
Khai Nguyen, Dang Nguyen, Quoc Dinh Nguyen, Tung Pham, Hung Bui, Dinh Phung, Trung Le, Nhat Ho
On Transportation of Mini-batches: A Hierarchical Approach. ICML (2022)
Xing Han, Tongzheng Ren, Tan Minh Nguyen, Khai Nguyen, Joydeep Ghosh, Nhat Ho
Robustify Transformers with Robust Kernel Density Estimation. CoRR (2022)
Dung Le, Huy Nguyen, Khai Nguyen, Trang Nguyen, Nhat Ho
Fast Approximation of the Generalized Sliced-Wasserstein Distance. CoRR (2022)
Tan Nguyen, Minh Pham, Tam Nguyen, Khai Nguyen, Stanley J. Osher, Nhat Ho
FourierFormer: Transformer Meets Generalized Fourier Integral Theorem. NeurIPS (2022)
Khai Nguyen, Nhat Ho
Amortized Projection Optimization for Sliced Wasserstein Generative Models. CoRR (2022)
Tan Nguyen, Tam Nguyen, Hai Do, Khai Nguyen, Vishwanath Saragadam, Minh Pham, Duy Khuong Nguyen, Nhat Ho, Stanley J. Osher
Improving Transformer with an Admixture of Attention Heads. NeurIPS (2022)
Khai Nguyen, Tongzheng Ren, Huy Nguyen, Litu Rout, Tan Nguyen, Nhat Ho
Hierarchical Sliced Wasserstein Distance. CoRR (2022)
Khai Nguyen, Nhat Ho
Revisiting Sliced Wasserstein on Images: From Vectorization to Convolution. NeurIPS (2022)
Khai Nguyen, Nhat Ho
Amortized Projection Optimization for Sliced Wasserstein Generative Models. NeurIPS (2022)
Khang Le, Huy Nguyen, Khai Nguyen, Tung Pham, Nhat Ho
On Multimarginal Partial Optimal Transport: Equivalent Forms and Computational Complexity. AISTATS (2022)
Khai Nguyen, Nhat Ho
Revisiting Sliced Wasserstein on Images: From Vectorization to Convolution. CoRR (2022)
Khai Nguyen, Dang Nguyen, The-Anh Vu-Le, Tung Pham, Nhat Ho
Improving Mini-batch Optimal Transport via Partial Transportation. ICML (2022)
Khai Nguyen, Nhat Ho, Tung Pham, Hung Bui
Distributional Sliced-Wasserstein and Applications to Generative Modeling. ICLR (2021)
Dang Nguyen, Khai Nguyen, Dinh Phung, Hung Bui, Nhat Ho
Model Fusion of Heterogeneous Neural Networks via Cross-Layer Alignment. CoRR (2021)
Khai Nguyen, Quoc Nguyen, Nhat Ho, Tung Pham, Hung Bui, Dinh Phung, Trung Le
BoMb-OT: On Batch of Mini-batches Optimal Transport. CoRR (2021)
Khai Nguyen, Dang Nguyen, Tung Pham, Nhat Ho
An Efficient Mini-batch Method via Partial Transportation. CoRR (2021)
Son Nguyen, Duong Nguyen, Khai Nguyen, Nhat Ho, Khoat Than, Hung Bui
Improving Bayesian Inference in Deep Neural Networks with Variational Structured Dropout. CoRR (2021)
Khai Nguyen, Son Nguyen, Nhat Ho, Tung Pham, Hung Bui
Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein. ICLR (2021)
Son Nguyen, Duong Nguyen, Khai Nguyen, Khoat Than, Hung Bui, Nhat Ho
Structured Dropout Variational Inference for Bayesian Neural Networks. NeurIPS (2021)
Khai Nguyen, Ernie Opiniano, Randolph Mah
Backside Die-Edge and Underfill Fillet Cracks Induced by Additional Tensile Stress from Increasing Die-to-Package Ratio in Bare-Die FCBGA. IRPS (2020)
Khai Nguyen, Son Nguyen, Nhat Ho, Tung Pham, Hung Bui
Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein. CoRR (2020)
Khai Nguyen, Nhat Ho, Tung Pham, Hung Bui
Distributional Sliced-Wasserstein and Applications to Generative Modeling. CoRR (2020)
Khai Nguyen, Geoff Liang
Modelling Degradation of Matched-Circuits in Operational Conditions: Active and Stand-by Modes. IRPS (2019)
Phuc Nguyen, Khai Nguyen, Ryutaro Ichise, Hideaki Takeda
EmbNum+: Effective, Efficient, and Robust Semantic Labeling for Numerical Values. New Gener. Comput. 37 (4) (2019)
Khai Nguyen, Kaisei Reio, Ryutaro Ichise
Clinical Ontology Mapping - Toward Automatic Care Plan Recommendation. HEALTHINF (2018)
Phuc Nguyen, Khai Nguyen, Ryutaro Ichise, Hideaki Takeda
EmbNum: Semantic labeling for numerical values with deep metric learning. CoRR (2018)
Thi-Nhu Nguyen, Hideaki Takeda, Khai Nguyen, Ryutaro Ichise, Tuan-Dung Cao
A Novel Method to Predict Type for DBpedia Entity. ACIIDS (Extended Posters) (2018)
Phuc Nguyen, Khai Nguyen, Ryutaro Ichise, Hideaki Takeda
EmbNum: Semantic Labeling for Numerical Values with Deep Metric Learning. JIST (2018)
Khai Nguyen, Ryutaro Ichise
Learning Effective Distributed Representation of Complex Biomedical Concepts. BIBE (2018)
Khai Nguyen, Ryutaro Ichise
Enhancing Coreference Classifiers Using a Ranking-Aware Feature. ICSC (2017)
Khai Nguyen, Ryutaro Ichise
Automatic Schema-Independent Linked Data Instance Matching System. Int. J. Semantic Web Inf. Syst. 13 (1) (2017)
Khai Nguyen, Ryutaro Ichise
ScLink: supervised instance matching system for heterogeneous repositories. J. Intell. Inf. Syst. 48 (3) (2017)
Thi-Nhu Nguyen, Hideaki Takeda, Khai Nguyen, Ryutaro Ichise, Tuan-Dung Cao
Type Prediction for Entities in DBpedia by Aggregating Multilingual Resources. ISWC (Posters & Demos) (2016)
Khai Nguyen, Ryutaro Ichise
Ranking Feature for Classifier-based Instance Matching. ISWC (Posters & Demos) (2016)
Khai Nguyen, Ryutaro Ichise
Linked Data Entity Resolution System Enhanced by Configuration Learning Algorithm. IEICE Trans. Inf. Syst. (6) (2016)
Khai Nguyen, Ryutaro Ichise
ScSLINT: Time and Memory Efficient Interlinking Framework for Linked Data. ISWC (Posters & Demos) (2015)
Khai Nguyen, Ryutaro Ichise
A Heuristic Approach for Configuration Learning of Supervised Instance Matching. ISWC (Posters & Demos) (2015)
Khai Nguyen, Ryutaro Ichise
An effective configuration learning algorithm for entity resolution. OM (2015)
Khai Nguyen, Ryutaro Ichise
Heuristic-Based Configuration Learning for Linked Data Instance Matching. JIST (2015)
Khai Nguyen, Ryutaro Ichise
SLINT+ results for OAEI 2013 instance matching. OM (2013)
Khai Nguyen, Ryutaro Ichise, Bac Le
SLINT: a schema-independent linked data interlinking system. OM (2012)
Tu-Anh Nguyen-Hoang, Khai Nguyen, Quang-Vinh Tran
TSGVi: a graph-based summarization system for Vietnamese documents. J. Ambient Intell. Humaniz. Comput. 3 (4) (2012)
Khai Nguyen, Ryutaro Ichise, Bac Le
Interlinking Linked Data Sources Using a Domain-Independent System. JIST (2012)
Jeffrey Tyhach, Bonnie Wang, Chiakang Sung, Joseph Huang, Khai Nguyen, Xiaobao Wang, Yan Chong, Philip Pan, Henry Kim, Gopinath Rangan, Tzung-Chin Chang, Johnson Tan
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 40 (9) (2005)
Jeffrey Tyhach, Bonnie Wang, Chiakang Sung, Joseph Huang, Khai Nguyen, Xiaobao Wang, Yan Chong, Philip Pan, Henry Kim, Gopinath Rangan, Tzung-Chin Chang, Johnson Tan
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. CICC (2004)
Chiakang Sung, Richard Cliff, Joseph Huang, Bonnie Wang, Khai Nguyen, Xtaobao Wang, Kerry Veenstra, Bruce Pedersen, John Turner
A silicon efficient FLEX 6000 programmable logic architecture. CICC (1998)