Tan Nguyen

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 43

Top Topics

Imbalanced Data

Mesh Refinement

Ordinary Differential Equations

High Level Synthesis

Top Venues

Publications

Hien Dang, Tho Tran, Tan Nguyen, Nhat Ho
Neural Collapse for Cross-entropy Class-Imbalanced Learning with Unconstrained ReLU Feature Model. CoRR (2024)
Ha Le, Bao Tran, Phuong Le, Tan Nguyen, Dac Nguyen, Ngoan Pham, Dang Huynh
Unveiling Comparative Sentiments in Vietnamese Product Reviews: A Sequential Classification Framework. CoRR (2024)
Tam Nguyen, Tan Nguyen, Richard G. Baraniuk
Mitigating Over-smoothing in Transformers via Regularized Nonlocal Functionals. NeurIPS (2023)
Hien Dang, Tan Nguyen, Tho Tran, Hung Tran, Nhat Ho
Neural Collapse in Deep Linear Network: From Balanced to Imbalanced Data. CoRR (2023)
Hien Dang, Tho Tran, Tan Nguyen, Nhat Ho
Posterior Collapse in Linear Conditional and Hierarchical Variational Autoencoders. CoRR (2023)
Xing Han, Tongzheng Ren, Tan Nguyen, Khai Nguyen, Joydeep Ghosh, Nhat Ho
Designing Robust Transformers using Robust Kernel Density Estimation. NeurIPS (2023)
Tan Nguyen, Zachary Blair, Stephen Neuendorffer, John Wawrzynek
SPADES: A Productive Design Flow for Versal Programmable Logic. FPL (2023)
Mirza S. Sarwar, Ryusuke Ishizaki, Kieran Morton, Claire Preston, Tan Nguyen, Xu Fan, Bertille Dupont, Leanna Hogarth, Takahide Yoshiike, Shahriar Mirabbasi, John D. W. Madden
Touch, press and stroke: a soft capacitive sensor skin. CoRR (2023)
Tan Nguyen, Minh Pham, Tam Nguyen, Khai Nguyen, Stanley J. Osher, Nhat Ho
Transformer with Fourier Integral Attentions. CoRR (2022)
Khang Nguyen, Tan Nguyen, Nhat Ho, Khuong Nguyen, Hieu Nong, Vinh Nguyen
Revisiting Over-smoothing and Over-squashing using Ollivier's Ricci Curvature. CoRR (2022)
Tan Nguyen, Binh-Son Hua, Ngan Le
3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation. CoRR (2022)
Anh Do, Duy Dinh, Tan Nguyen, Khuong Nguyen, Stanley J. Osher, Nhat Ho
Improving Generative Flow Networks with Path Regularization. CoRR (2022)
Tan Nguyen, Colin MacLean, Marco Siracusa, Douglas Doerfler, Nicholas J. Wright, Samuel Williams
FPGA-based HPC accelerators: An evaluation on performance and energy efficiency. Concurr. Comput. Pract. Exp. 34 (20) (2022)
Tan Nguyen, Minh Pham, Tam Nguyen, Khai Nguyen, Stanley J. Osher, Nhat Ho
FourierFormer: Transformer Meets Generalized Fourier Integral Theorem. NeurIPS (2022)
Ho Huu Nghia Nguyen, Tan Nguyen, Huyen Vo, Stanley J. Osher, Thieu Vo
Improving Neural Ordinary Differential Equations with Nesterov's Accelerated Gradient Method. NeurIPS (2022)
Tan Nguyen, Richard G. Baraniuk, Robert M. Kirby, Stanley J. Osher, Bao Wang
Momentum Transformer: Closing the Performance Gap Between Self-attention and Its Linearization. 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)
Ngoc-Vuong Ho, Tan Nguyen, Gia-Han Diep, Ngan Le, Binh-Son Hua
Point-Unet: A Context-aware Point-based Neural Network for Volumetric Segmentation. CoRR (2022)
Nguyen Xuan Mung, Ngoc Phi Nguyen, Tan Nguyen, Dinh Ba Pham, Mai The Vu, Ha Le Nhu Ngoc Thanh, Sung Kyung Hong
Quadcopter Precision Landing on Moving Targets via Disturbance Observer-Based Controller and Autonomous Landing Planner. IEEE Access 10 (2022)
Tuan Nguyen, Phong Nguyen, Hanh Pham, Truong Bui, Tan Nguyen, Duc Luong
SP-GPT2: Semantics Improvement in Vietnamese Poetry Generation. ICMLA (2021)
Ngoc-Vuong Ho, Tan Nguyen, Gia-Han Diep, Ngan Le, Binh-Son Hua
Point-Unet: A Context-Aware Point-Based Neural Network for Volumetric Segmentation. MICCAI (1) (2021)
Douglas Doerfler, Farzad Fatollahi-Fard, Colin MacLean, Tan Nguyen, Samuel Williams, Nicholas J. Wright, Marco Siracusa
Experiences Porting the SU3_Bench Microbenchmark to the Intel Arria 10 and Xilinx Alveo U280 FPGAs. IWOCL (2021)
Khaled Z. Ibrahim, Tan Nguyen, Hai Ah Nam, Wahid Bhimji, Steven Farrell, Leonid Oliker, Michael Rowan, Nicholas J. Wright, Samuel Williams
Architectural Requirements for Deep Learning Workloads in HPC Environments. PMBS (2021)
Tuan Nguyen, Hanh Pham, Truong Bui, Tan Nguyen, Duc Luong, Phong Nguyen
SP-GPT2: Semantics Improvement in Vietnamese Poetry Generation. CoRR (2021)
Tan Nguyen, Erich Strohmaier, John Shalf
Facilitating CoDesign with Automatic Code Similarity Learning. LLVM-HPC@SC (2021)
Tan Nguyen, Binh-Son Hua, Ngan Le
3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation. MICCAI (1) (2021)
Tan Nguyen, Samuel Williams, Marco Siracusa, Colin MacLean, Douglas Doerfler, Nicholas J. Wright
The Performance and Energy Efficiency Potential of FPGAs in Scientific Computing. PMBS@SC (2020)
Weiqun Zhang, Ann S. Almgren, Vincent E. Beckner, John B. Bell, Johannes Blaschke, Cy P. Chan, Marcus Day, Brian Friesen, Kevin Gott, Daniel T. Graves, Maximilian Katz, Andrew Myers, Tan Nguyen, Andrew Nonaka, Michele Rosso, Samuel Williams, Michael Zingale
AMReX: a framework for block-structured adaptive mesh refinement. J. Open Source Softw. 4 (37) (2019)
Muhammed Nufail Farooqi, Tan Nguyen, Weiqun Zhang, Ann S. Almgren, John Shalf, Didem Unat
Asynchronous AMR on Multi-GPUs. ISC Workshops (2019)
Muhammed Nufail Farooqi, Tan Nguyen, Weiqun Zhang, Ann S. Almgren, John Shalf, Didem Unat
Phase asynchronous AMR execution for productive and performant astrophysical flows. SC (2018)
Muhammed Nufail Farooqi, Didem Unat, Tan Nguyen, Weiqun Zhang, Ann S. Almgren, John Shalf
Nonintrusive AMR Asynchrony for Communication Optimization. Euro-Par (2017)
Tan Nguyen, Pietro Cicotti, Eric J. Bylaska, Daniel J. Quinlan, Scott B. Baden
Automatic translation of MPI source into a latency-tolerant, data-driven form. J. Parallel Distributed Comput. 106 (2017)
Tan Nguyen, Swathi T. Gurumani, Kyle Rupnow, Deming Chen
FCUDA-SoC: Platform Integration for Field-Programmable SoC with the CUDA-to-FPGA Compiler. FPGA (2016)
Didem Unat, Tan Nguyen, Weiqun Zhang, Muhammed Nufail Farooqi, Burak Bastem, George Michelogiannakis, Ann S. Almgren, John Shalf
TiDA: High-Level Programming Abstractions for Data Locality Management. ISC (2016)
Weiqun Zhang, Ann S. Almgren, Marcus Day, Tan Nguyen, John Shalf, Didem Unat
BoxLib with Tiling: An AMR Software Framework. CoRR (2016)
Tan Nguyen, Yao Chen, Kyle Rupnow, Swathi T. Gurumani, Deming Chen
SoC, NoC and Hierarchical Bus Implementations of Applications on FPGAs Using the FCUDA Flow. ISVLSI (2016)
Ying Chen, Tan Nguyen, Yao Chen, Swathi T. Gurumani, Yun Liang, Kyle Rupnow, Jason Cong, Wen-mei W. Hwu, Deming Chen
FCUDA-HB: Hierarchical and Scalable Bus Architecture Generation on FPGAs With the FCUDA Flow. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35 (12) (2016)
Tan Nguyen, Didem Unat, Weiqun Zhang, Ann S. Almgren, Muhammed Nufail Farooqi, John Shalf
Perilla: metadata-based optimizations of an asynchronous runtime for adaptive mesh refinement. SC (2016)
Weiqun Zhang, Ann S. Almgren, Marcus Day, Tan Nguyen, John Shalf, Didem Unat
BoxLib with Tiling: An Adaptive Mesh Refinement Software Framework. SIAM J. Sci. Comput. 38 (5) (2016)
Xinheng Liu, Yao Chen, Tan Nguyen, Swathi T. Gurumani, Kyle Rupnow, Deming Chen
High Level Synthesis of Complex Applications: An H.264 Video Decoder. FPGA (2016)
Liwei Yang, Yao Chen, Wei Zuo, Tan Nguyen, Swathi T. Gurumani, Kyle Rupnow, Deming Chen
System-level design solutions: Enabling the IoT explosion. ASICON (2015)
Tan Nguyen, Scott B. Baden
LU Factorization: Towards Hiding Communication Overheads with a Lookahead-Free Algorithm. CLUSTER (2015)
Tan Nguyen, Daniel Hefenbrock, Jason Oberg, Ryan Kastner, Scott B. Baden
A software-based dynamic-warp scheduling approach for load-balancing the Viola-Jones face detection algorithm on GPUs. J. Parallel Distributed Comput. 73 (5) (2013)
Tan Nguyen, Scott Sanner
Algorithms for Direct 0-1 Loss Optimization in Binary Classification. ICML (3) (2013)
Weidong Zhang, Jiamin Liu, Jianhua Yao, Tan Nguyen, Adeline Louie, Stephen Wank, Ronald M. Summers
Computer-aided mesenteric small vessel segmentation on high-resolution 3D contrast-enhanced CT angiography scans. Medical Imaging: Computer-Aided Diagnosis (2012)
Tan Nguyen, Pietro Cicotti, Eric J. Bylaska, Dan Quinlan, Scott B. Baden
Bamboo: translating MPI applications to a latency-tolerant, data-driven form. SC (2012)