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Khai Nguyen
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2020 – today
- 2024
- [c46]Huy Nguyen, Khai Nguyen, Nhat Ho:
On Parameter Estimation in Deviated Gaussian Mixture of Experts. AISTATS 2024: 2674-2682 - [c45]Huy Nguyen, TrungTin Nguyen, Khai Nguyen, Nhat Ho:
Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts. AISTATS 2024: 2683-2691 - [c44]Tung Le, Khai Nguyen, Shanlin Sun, Nhat Ho, Xiaohui Xie:
Integrating Efficient Optimal Transport and Functional Maps for Unsupervised Shape Correspondence Learning. CVPR 2024: 23188-23198 - [c43]Dung Le, Huy Nguyen, Khai Nguyen, Trang Nguyen, Nhat Ho:
Fast Approximation of the Generalized Sliced-Wasserstein Distance. ICASSP 2024: 6920-6924 - [c42]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 - [c41]Manh Luong, Khai Nguyen, Nhat Ho, Gholamreza Haffari, Dinh Phung, Lizhen Qu:
Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation. ICLR 2024 - [c40]Khai Nguyen, Nicola Bariletto, Nhat Ho:
Quasi-Monte Carlo for 3D Sliced Wasserstein. ICLR 2024 - [c39]Khai Nguyen, Nhat Ho:
Sliced Wasserstein Estimation with Control Variates. ICLR 2024 - [c38]Khai Nguyen, Shujian Zhang, Tam Le, Nhat Ho:
Sliced Wasserstein with Random-Path Projecting Directions. ICML 2024 - [c37]Khai Nguyen, Sam Schoedel, Anoushka Alavilli, Brian Plancher, Zachary Manchester:
TinyMPC: Model-Predictive Control on Resource-Constrained Microcontrollers. ICRA 2024: 1-7 - [i29]Khai Nguyen, Shujian Zhang, Tam Le, Nhat Ho:
Sliced Wasserstein with Random-Path Projecting Directions. CoRR abs/2401.15889 (2024) - [i28]Huy Nguyen, Khai Nguyen, Nhat Ho:
On Parameter Estimation in Deviated Gaussian Mixture of Experts. CoRR abs/2402.05220 (2024) - [i27]Tung Le, Khai Nguyen, Shanlin Sun, Nhat Ho, Xiaohui Xie:
Integrating Efficient Optimal Transport and Functional Maps For Unsupervised Shape Correspondence Learning. CoRR abs/2403.01781 (2024) - [i26]Sam Schoedel, Khai Nguyen, Elakhya Nedumaran, Brian Plancher, Zachary Manchester:
Code Generation for Conic Model-Predictive Control on Microcontrollers with TinyMPC. CoRR abs/2403.18149 (2024) - [i25]Khai Nguyen, Nhat Ho:
Hierarchical Hybrid Sliced Wasserstein: A Scalable Metric for Heterogeneous Joint Distributions. CoRR abs/2404.15378 (2024) - [i24]Khai Nguyen, Hai Nguyen, Nhat Ho:
Marginal Fairness Sliced Wasserstein Barycenter. CoRR abs/2405.07482 (2024) - [i23]Manh Luong, Khai Nguyen, Nhat Ho, Gholamreza Haffari, Dinh Q. Phung, Lizhen Qu:
Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation. CoRR abs/2405.10084 (2024) - [i22]Nicola Bariletto, Khai Nguyen, Nhat Ho:
Borrowing Strength in Distributionally Robust Optimization via Hierarchical Dirichlet Processes. CoRR abs/2405.13160 (2024) - 2023
- [c36]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: 1-5 - [c35]Khai Nguyen, Tongzheng Ren, Huy Nguyen, Litu Rout, Tan Minh Nguyen, Nhat Ho:
Hierarchical Sliced Wasserstein Distance. ICLR 2023 - [c34]Khai Nguyen, Dang Nguyen, Nhat Ho:
Self-Attention Amortized Distributional Projection Optimization for Sliced Wasserstein Point-Cloud Reconstruction. ICML 2023: 26008-26030 - [c33]Dat Do, Huy Nguyen, Khai Nguyen, Nhat Ho:
Minimax Optimal Rate for Parameter Estimation in Multivariate Deviated Models. NeurIPS 2023 - [c32]Xing Han, Tongzheng Ren, Tan Nguyen, Khai Nguyen, Joydeep Ghosh, Nhat Ho:
Designing Robust Transformers using Robust Kernel Density Estimation. NeurIPS 2023 - [c31]Khai Nguyen, Nhat Ho:
Energy-Based Sliced Wasserstein Distance. NeurIPS 2023 - [c30]Khai Nguyen, Tongzheng Ren, Nhat Ho:
Markovian Sliced Wasserstein Distances: Beyond Independent Projections. NeurIPS 2023 - [i21]Khai Nguyen, Tongzheng Ren, Nhat Ho:
Markovian Sliced Wasserstein Distances: Beyond Independent Projections. CoRR abs/2301.03749 (2023) - [i20]Khai Nguyen, Dang Nguyen, Nhat Ho:
Self-Attention Amortized Distributional Projection Optimization for Sliced Wasserstein Point-Cloud Reconstruction. CoRR abs/2301.04791 (2023) - [i19]Khai Nguyen, Nhat Ho:
Energy-Based Sliced Wasserstein Distance. CoRR abs/2304.13586 (2023) - [i18]Khai Nguyen, Nhat Ho:
Control Variate Sliced Wasserstein Estimators. CoRR abs/2305.00402 (2023) - [i17]Huy Nguyen, TrungTin Nguyen, Khai Nguyen, Nhat Ho:
Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts. CoRR abs/2305.07572 (2023) - [i16]Tung Le, Khai Nguyen, Shanlin Sun, Kun Han, Nhat Ho, Xiaohui Xie:
Diffeomorphic Deformation via Sliced Wasserstein Distance Optimization for Cortical Surface Reconstruction. CoRR abs/2305.17555 (2023) - [i15]Khai Nguyen, Nicola Bariletto, Nhat Ho:
Quasi-Monte Carlo for 3D Sliced Wasserstein. CoRR abs/2309.11713 (2023) - [i14]Anoushka Alavilli, Khai Nguyen
, Sam Schoedel, Brian Plancher, Zachary Manchester:
TinyMPC: Model-Predictive Control on Resource-Constrained Microcontrollers. CoRR abs/2310.16985 (2023) - 2022
- [c29]Khang Le, Huy Nguyen, Khai Nguyen, Tung Pham, Nhat Ho:
On Multimarginal Partial Optimal Transport: Equivalent Forms and Computational Complexity. AISTATS 2022: 4397-4413 - [c28]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: 16622-16655 - [c27]Khai Nguyen, Dang Nguyen, The-Anh Vu-Le, Tung Pham, Nhat Ho:
Improving Mini-batch Optimal Transport via Partial Transportation. ICML 2022: 16656-16690 - [c26]Tan Nguyen, Minh Pham, Tam Nguyen, Khai Nguyen, Stanley J. Osher, Nhat Ho:
FourierFormer: Transformer Meets Generalized Fourier Integral Theorem. NeurIPS 2022 - [c25]Khai Nguyen, Nhat Ho:
Revisiting Sliced Wasserstein on Images: From Vectorization to Convolution. NeurIPS 2022 - [c24]Khai Nguyen, Nhat Ho:
Amortized Projection Optimization for Sliced Wasserstein Generative Models. NeurIPS 2022 - [c23]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 - [i13]Khai Nguyen, Nhat Ho:
Amortized Projection Optimization for Sliced Wasserstein Generative Models. CoRR abs/2203.13417 (2022) - [i12]Khai Nguyen, Nhat Ho:
Revisiting Sliced Wasserstein on Images: From Vectorization to Convolution. CoRR abs/2204.01188 (2022) - [i11]Tan M. Nguyen, Minh Pham, Tam Nguyen, Khai Nguyen, Stanley J. Osher, Nhat Ho:
Transformer with Fourier Integral Attentions. CoRR abs/2206.00206 (2022) - [i10]Khai Nguyen, Tongzheng Ren, Huy Nguyen, Litu Rout, Tan Nguyen, Nhat Ho:
Hierarchical Sliced Wasserstein Distance. CoRR abs/2209.13570 (2022) - [i9]Xing Han, Tongzheng Ren, Tan Minh Nguyen, Khai Nguyen, Joydeep Ghosh, Nhat Ho:
Robustify Transformers with Robust Kernel Density Estimation. CoRR abs/2210.05794 (2022) - [i8]Dung Le, Huy Nguyen, Khai Nguyen, Trang Nguyen, Nhat Ho:
Fast Approximation of the Generalized Sliced-Wasserstein Distance. CoRR abs/2210.10268 (2022) - 2021
- [c22]Khai Nguyen, Nhat Ho, Tung Pham, Hung Bui:
Distributional Sliced-Wasserstein and Applications to Generative Modeling. ICLR 2021 - [c21]Khai Nguyen, Son Nguyen, Nhat Ho, Tung Pham, Hung Bui:
Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein. ICLR 2021 - [c20]Son Nguyen, Duong Nguyen, Khai Nguyen, Khoat Than, Hung Bui, Nhat Ho:
Structured Dropout Variational Inference for Bayesian Neural Networks. NeurIPS 2021: 15188-15202 - [i7]Khai Nguyen, Quoc Nguyen, Nhat Ho, Tung Pham, Hung Bui, Dinh Phung, Trung Le:
BoMb-OT: On Batch of Mini-batches Optimal Transport. CoRR abs/2102.05912 (2021) - [i6]Son Nguyen, Duong Nguyen, Khai Nguyen, Nhat Ho, Khoat Than, Hung Bui:
Improving Bayesian Inference in Deep Neural Networks with Variational Structured Dropout. CoRR abs/2102.07927 (2021) - [i5]Khai Nguyen, Dang Nguyen, Tung Pham, Nhat Ho:
An Efficient Mini-batch Method via Partial Transportation. CoRR abs/2108.09645 (2021) - [i4]Dang Nguyen, Khai Nguyen, Dinh Phung, Hung Bui, Nhat Ho:
Model Fusion of Heterogeneous Neural Networks via Cross-Layer Alignment. CoRR abs/2110.15538 (2021) - 2020
- [c19]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: 1-4 - [i3]Khai Nguyen, Nhat Ho, Tung Pham, Hung Bui:
Distributional Sliced-Wasserstein and Applications to Generative Modeling. CoRR abs/2002.07367 (2020) - [i2]Khai Nguyen, Son Nguyen, Nhat Ho, Tung Pham, Hung Bui:
Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein. CoRR abs/2010.01787 (2020)
2010 – 2019
- 2019
- [j6]Phuc Nguyen
EmbNum+: Effective, Efficient, and Robust Semantic Labeling for Numerical Values. New Gener. Comput. 37(4): 393-427 (2019) - [c18]Khai Nguyen, Geoff Liang:
Modelling Degradation of Matched-Circuits in Operational Conditions: Active and Stand-by Modes. IRPS 2019: 1-5 - 2018
- [c17]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: 125-134 - [c16]Khai Nguyen, Ryutaro Ichise:
Learning Effective Distributed Representation of Complex Biomedical Concepts. BIBE 2018: 338-343 - [c15]Khai Nguyen, Kaisei Reio, Ryutaro Ichise:
Clinical Ontology Mapping - Toward Automatic Care Plan Recommendation. HEALTHINF 2018: 722-726 - [c14]Phuc Nguyen
EmbNum: Semantic Labeling for Numerical Values with Deep Metric Learning. JIST 2018: 119-135 - [i1]Phuc Nguyen, Khai Nguyen, Ryutaro Ichise, Hideaki Takeda:
EmbNum: Semantic labeling for numerical values with deep metric learning. CoRR abs/1807.01367 (2018) - 2017
- [j5]Khai Nguyen, Ryutaro Ichise:
Automatic Schema-Independent Linked Data Instance Matching System. Int. J. Semantic Web Inf. Syst. 13(1): 82-103 (2017) - [j4]Khai Nguyen, Ryutaro Ichise:
ScLink: supervised instance matching system for heterogeneous repositories. J. Intell. Inf. Syst. 48(3): 519-551 (2017) - [c13]Khai Nguyen, Ryutaro Ichise:
Enhancing Coreference Classifiers Using a Ranking-Aware Feature. ICSC 2017: 53-56 - 2016
- [j3]Khai Nguyen, Ryutaro Ichise:
Linked Data Entity Resolution System Enhanced by Configuration Learning Algorithm. IEICE Trans. Inf. Syst. 99-D(6): 1521-1530 (2016) - [c12]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 - [c11]Khai Nguyen, Ryutaro Ichise:
Ranking Feature for Classifier-based Instance Matching. ISWC (Posters & Demos) 2016 - 2015
- [c10]Khai Nguyen, Ryutaro Ichise:
Heuristic-Based Configuration Learning for Linked Data Instance Matching. JIST 2015: 56-72 - [c9]Khai Nguyen, Ryutaro Ichise:
ScSLINT: Time and Memory Efficient Interlinking Framework for Linked Data. ISWC (Posters & Demos) 2015 - [c8]Khai Nguyen, Ryutaro Ichise:
A Heuristic Approach for Configuration Learning of Supervised Instance Matching. ISWC (Posters & Demos) 2015 - [c7]Khai Nguyen, Ryutaro Ichise:
An effective configuration learning algorithm for entity resolution. OM 2015: 228-229 - 2013
- [c6]Khai Nguyen, Ryutaro Ichise:
SLINT+ results for OAEI 2013 instance matching. OM 2013: 177-183 - 2012
- [j2]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): 305-313 (2012) - [c5]Khai Nguyen, Ryutaro Ichise, Bac Le:
Interlinking Linked Data Sources Using a Domain-Independent System. JIST 2012: 113-128 - [c4]Khai Nguyen, Ryutaro Ichise, Bac Le:
SLINT: a schema-independent linked data interlinking system. OM 2012
2000 – 2009
- 2005
- [j1]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): 1829-1838 (2005) - 2004
- [c3]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: 431-434
1990 – 1999
- 1998
- [c2]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: 273-276 - 1995
- [c1]John Turner, Richard Cliff, W. Leong, Cameron McClintock, Ninh Ngo, Khai Nguyen, Chiakang Sung, Bonnie Wang, J. Watson:
Migration of a Dual Granularity Globally Interconnected PLD Architecture to a 0.5 µm TLM Process. FPL 1995: 15-20
Coauthor Index
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