Tung Nguyen

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 78

Top Venues

CoRR

PCS

IEEE Trans. Circuits Syst. Video Technol.

ICIP

Publications

Juan Nathaniel, Yongquan Qu, Tung Nguyen, Sungduk Yu, Julius Busecke, Aditya Grover, Pierre Gentine
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction. CoRR (2024)
Tung Nguyen, Alex D. Scott, Paul D. Seymour
On a problem of El-Zahar and Erdős. J. Comb. Theory, Ser. B 165 (2024)
Tung Nguyen, Alex D. Scott, Paul D. Seymour
Induced paths in graphs without anticomplete cycles. J. Comb. Theory, Ser. B 164 (2024)
Tung Nguyen, Alexander Scott, Paul D. Seymour, Stéphan Thomassé
Clique covers of H-free graphs. Eur. J. Comb. 118 (2024)
Tung Nguyen, Alex Scott, Paul D. Seymour
A Note on the Gyárfás-Sumner Conjecture. Graphs Comb. 40 (2) (2024)
Tung Nguyen, Aditya Grover
LICO: Large Language Models for In-Context Molecular Optimization. CoRR (2024)
Siyan Zhao, Tung Nguyen, Aditya Grover
Probing the Decision Boundaries of In-context Learning in Large Language Models. CoRR (2024)
Tung Nguyen, Mona Bavarian
Machine Learning Approach to Polymerization Reaction Engineering: Determining Monomers Reactivity Ratios. CoRR (2023)
Tung Nguyen, Johannes Brandstetter, Ashish Kapoor, Jayesh K. Gupta, Aditya Grover
ClimaX: A foundation model for weather and climate. CoRR (2023)
Tung Nguyen, Jeffrey Uhlmann
Tensor Completion with Provable Consistency and Fairness Guarantees for Recommender Systems. Trans. Recomm. Syst. 1 (3) (2023)
Tung Nguyen, Hideyuki Kawashima
Make PLOR Real-Time and Fairly Decentralized. RTCSA (2023)
Tung Nguyen, Johannes Brandstetter, Ashish Kapoor, Jayesh K. Gupta, Aditya Grover
ClimaX: A foundation model for weather and climate. ICML (2023)
Tung Nguyen, Jason Jewik, Hritik Bansal, Prakhar Sharma, Aditya Grover
ClimateLearn: Benchmarking Machine Learning for Weather and Climate Modeling. NeurIPS (2023)
Tung Nguyen, Hideyuki Kawashima
Fairly Decentralizing a Hybrid Concurrency Control Protocol for Real-time Database Systems. CANDARW (2023)
Tung Nguyen, Sudhanshu Agrawal, Aditya Grover
ExPT: Synthetic Pretraining for Few-Shot Experimental Design. NeurIPS (2023)
Tung Nguyen, Ji-Young Lee, Ji-Heon Lee
High Power Density Axial-Flux Permanent Magnet Motor for Electric Bike Application. IEEE Access 11 (2023)
Tung Nguyen, Johane Takeuchi
Utilization of domain knowledge to improve POMDP belief estimation. CoRR (2023)
Tung Nguyen, Jason Jewik, Hritik Bansal, Prakhar Sharma, Aditya Grover
ClimateLearn: Benchmarking Machine Learning for Weather and Climate Modeling. CoRR (2023)
Tung Nguyen, Rohan Shah, Hritik Bansal, Troy Arcomano, Sandeep Madireddy, Romit Maulik, Veerabhadra Kotamarthi, Ian T. Foster, Aditya Grover
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting. CoRR (2023)
Tung Nguyen, Jeffrey Uhlmann
An Admissible Shift-Consistent Method for Recommender Systems. CoRR (2023)
Binh Nguyen, Truong Nghiem, Linh Nguyen, Tung Nguyen, Hung La, Mehdi Sookhak, Thang Nguyen
Distributed formation trajectory planning for multi-vehicle systems. ACC (2023)
Tung Nguyen, Jeffrey Uhlmann
Imposing Consistency Properties on Blackbox Systems with Applications to SVD-Based Recommender Systems. CoRR (2023)
Tung Nguyen
A Further Extension of Rödl's Theorem. Electron. J. Comb. 30 (3) (2023)
Tung Nguyen, Dimitris Petmezas, Nikolaos Karampatsas
Does Terrorism Affect Acquisitions? Manag. Sci. 69 (7) (2023)
Tung Nguyen, Sudhanshu Agrawal, Aditya Grover
ExPT: Synthetic Pretraining for Few-Shot Experimental Design. CoRR (2023)
Tung Nguyen, Eric Nichols, Randy Gomez
A Study on Social Robot Behavior in Group Conversation. CoRR (2023)
Kien Nguyen, Frank Loh, Tung Nguyen, Duong Doan, Nguyen Huu Thanh, Tobias Hoßfeld
Serverless Computing Lifecycle Model for Edge Cloud Deployments. ICC Workshops (2023)
Aya Hussein, Leo Ghignone, Tung Nguyen, Nima Salimi, Hung Nguyen, Min Wang, Hussein A. Abbass
Characterization of Indicators for Adaptive Human-Swarm Teaming. Frontiers Robotics AI 9 (2022)
Tung Nguyen, Trung Mai, Nam Nguyen, Linh Ngo Van, Khoat Than
Balancing stability and plasticity when learning topic models from short and noisy text streams. Neurocomputing 505 (2022)
Tung Nguyen, Sang T. Truong, Jeffrey Uhlmann
A Simple and Scalable Tensor Completion Algorithm via Latent Invariant Constraint for Recommendation System. CoRR (2022)
Pranjal Sahu, Samuel Gerber, Qingyu Zhao, Tung Nguyen, Matt McCormick, Beatriz Paniagua, Jared Vicory
Thin shell demons for dental scan registration. Medical Imaging: Image Processing (2022)
Tung Nguyen, Jeffrey Uhlmann
A Unit-Consistent Tensor Completion with Applications in Recommender Systems. CoRR (2022)
Tung Nguyen, Aditya Grover
Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling. CoRR (2022)
Andrew Wilson, Harald Scheirich, Beatriz Paniagua, Raymond White, Tung Nguyen, Venkata Sreekanth Arikatla
A level set approach to high fidelity interactive bone shaving for virtual training of surgical osteotomies. Medical Imaging: Image-Guided Procedures (2022)
Tung Nguyen, Aditya Grover
Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling. ICML (2022)
Tung Nguyen, Qinqing Zheng, Aditya Grover
ConserWeightive Behavioral Cloning for Reliable Offline Reinforcement Learning. CoRR (2022)
Mo Nguyen, Jian Yu, Tung Nguyen, Yanbo Han
Attentional matrix factorization with context and co-invocation for service recommendation. Expert Syst. Appl. 186 (2021)
Tung Nguyen, Adam Wieckowski, Benjamin Bross, Detlev Marpe
Objective Evaluation of the Practical Video Encoders VVenC, x265, and aomenc AV1. PCS (2021)
Tung Nguyen, Xiaozhong Xu, Félix Henry, Ru-Ling Liao, Mohammed Golam Sarwer, Marta Karczewicz, Yung-Hsuan Chao, Jizheng Xu, Shan Liu, Detlev Marpe, Gary J. Sullivan
Overview of the Screen Content Support in VVC: Applications, Coding Tools, and Performance. IEEE Trans. Circuits Syst. Video Technol. 31 (10) (2021)
Rui Shu, Tung Nguyen, Yinlam Chow, Tuan Pham, Khoat Than, Mohammad Ghavamzadeh, Stefano Ermon, Hung H. Bui
Predictive Coding for Locally-Linear Control. ICML (2020)
Jonathan Pfaff, Heiko Schwarz, Detlev Marpe, Benjamin Bross, Santiago De-Luxán-Hernández, Philipp Helle, Christian R. Helmrich, Tobias Hinz, Wang-Q Lim, Jackie Ma, Tung Nguyen, Jennifer Rasch, Michael Schäfer, Mischa Siekmann, Gayathri Venugopal, Adam Wieckowski, Martin Winken, Thomas Wiegand
Video Compression Using Generalized Binary Partitioning, Trellis Coded Quantization, Perceptually Optimized Encoding, and Advanced Prediction and Transform Coding. IEEE Trans. Circuits Syst. Video Technol. 30 (5) (2020)
Rui Shu, Tung Nguyen, Yinlam Chow, Tuan Pham, Khoat Than, Mohammad Ghavamzadeh, Stefano Ermon, Hung H. Bui
Predictive Coding for Locally-Linear Control. CoRR (2020)
Hung The Nguyen, Tung Nguyen, Vu Phi Tran, Matthew Garratt, Kathryn Kasmarik, Sreenatha G. Anavatti, Michael Barlow, Hussein A. Abbass
Continuous Deep Hierarchical Reinforcement Learning for Ground-Air Swarm Shepherding. CoRR (2020)
Tung Nguyen, Jing Liu, Hung Nguyen, Kathryn Kasmarik, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass
Perceptron-Learning for Scalable and Transparent Dynamic Formation in Swarm-on-Swarm Shepherding. IJCNN (2020)
Woo-Shik Kim, Wei Pu, Ali Khairat, Mischa Siekmann, Joel Sole, Jianle Chen, Marta Karczewicz, Tung Nguyen, Detlev Marpe
Cross-Component Prediction in HEVC. IEEE Trans. Circuits Syst. Video Technol. 30 (6) (2020)
Tam Nguyen, Phong Vu, Tung Nguyen
Code recommendation for exception handling. ESEC/SIGSOFT FSE (2020)
Tung Nguyen, Benjamin Bross, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
Residual Coding for Transform Skip Mode in Versatile Video Coding. DCC (2020)
Simon Wiedemann, Heiner Kirchhoffer, Stefan Matlage, Paul Haase, Arturo Marbán, Talmaj Marinc, David Neumann, Tung Nguyen, Heiko Schwarz, Thomas Wiegand, Detlev Marpe, Wojciech Samek
DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks. IEEE J. Sel. Top. Signal Process. 14 (4) (2020)
Tino Fuhrman, David Schneider, Felix Altenberg, Tung Nguyen, Simon Blasen, Stefan Constantin, Alex Waibel
An Interactive Indoor Drone Assistant. IROS (2019)
Hung The Nguyen, Tung Nguyen, Do-Van Nguyen, Thanh-Ha Le
A Hierarchical Deep Deterministic Policy Gradients for Swarm Navigation. KSE (2019)
Santiago De-Luxán-Hernández, Valeri George, Jackie Ma, Tung Nguyen, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
An Intra Subpartition Coding Mode for VVC. ICIP (2019)
Tam Nguyen, Phong Vu, Tung Nguyen
Recommending Exception Handling Code. ICSME (2019)
Tino Fuhrman, David Schneider, Felix Altenberg, Tung Nguyen, Simon Blasen, Stefan Constantin, Alex Waibel
An Interactive Indoor Drone Assistant. CoRR (2019)
Tung Nguyen, Benjamin Bross, Paul Keydel, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
Extended Transform Skip Mode and Fast Multiple Transform Set Selection in VVC. PCS (2019)
Christian Rudat, Christian R. Helmrich, Jani Lainema, Tung Nguyen, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
Inter-Component Transform for Color Video Coding. PCS (2019)
Simon Wiedemann, Heiner Kirchhoffer, Stefan Matlage, Paul Haase, Arturo Marbán, Talmaj Marinc, David Neumann, Tung Nguyen, Ahmed Osman, Detlev Marpe, Heiko Schwarz, Thomas Wiegand, Wojciech Samek
DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks. CoRR (2019)
Heiko Schwarz, Tung Nguyen, Detlev Marpe, Thomas Wiegand
Hybrid Video Coding with Trellis-Coded Quantization. DCC (2019)
Heiko Schwarz, Tung Nguyen, Detlev Marpe, Thomas Wiegand, Marta Karczewicz, Muhammed Z. Coban, Jie Dong
Improved Quantization and Transform Coefficient Coding for the Emerging Versatile Video Coding (VVC) Standard. ICIP (2019)
Tung Nguyen, Li Zhang, Aron Culotta
Estimating tie strength in follower networks to measure brand perceptions. ASONAM (2019)
Tam Nguyen, Phong Vu, Tung Nguyen
Personalized Code Recommendation. ICSME (2019)
Tung Nguyen, Detlev Marpe
Future Video Coding Technologies: A Performance Evaluation of AV1, JEM, VP9, and HM. PCS (2018)
Tung Nguyen, Ly Le
Detection of SNP-SNP Interactions in Genome-wide Association Data Using Random Forests and Association Rules. SKIMA (2018)
Tung Nguyen, Hung The Nguyen, Essam Soliman Debie, Kathryn Kasmarik, Matthew Garratt, Hussein A. Abbass
Swarm Q-Leaming With Knowledge Sharing Within Environments for Formation Control. IJCNN (2018)
James Fishbaugh, Laura Pascal, Luke Fischer, Tung Nguyen, Celso Boen, Joao Goncalves, Guido Gerig, Beatriz Paniagua
Estimating shape correspondence for populations of objects with complex topology. ISBI (2018)
Yanghee Kim, Sherry Marx, Hung Pham Ngoc, Tung Nguyen
Designing Technology as a Cultural Broker for Young Children: Challenges and Opportunities. ICLS (2018)
Hung The Nguyen, Vu Phi Tran, Tung Nguyen, Matthew Garratt, Kathryn Kasmarik, Michael Barlow, Sreenatha G. Anavatti, Hussein A. Abbass
Apprenticeship Bootstrapping Via Deep Learning with a Safety Net for UAV-UGV Interaction. CoRR (2018)
Venkata Sreekanth Arikatla, Mohit Tyagi, Andinet Enquobahrie, Tung Nguyen, George H. Blakey, Ray White, Beatriz Paniagua
High fidelity virtual reality orthognathic surgery simulator. Medical Imaging: Image-Guided Procedures (2018)
Aya Hussein, Leo Ghignone, Tung Nguyen, Nima Salimi, Hung The Nguyen, Min Wang, Hussein A. Abbass
Towards Bi-Directional Communication in Human-Swarm Teaming: A Survey. CoRR (2018)
Michael Schäfer, Jonathan Pfaff, Jennifer Rasch, Tobias Hinz, Heiko Schwarz, Tung Nguyen, Gerhard Tech, Detlev Marpe, Thomas Wiegand
Improved Prediction Via Thresholding Transform Coefficients. ICIP (2018)
Xuan-Tu Tran, Tung Nguyen, Hai-Phong Phan, Duy-Hieu Bui
AXI-NoC: High-Performance Adaptation Unit for ARM Processors in Network-on-Chip Architectures. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (8) (2017)
Hoang-Sy Nguyen, Hoa Bui, Thuan Do, Tung Nguyen, Miroslav Voznák, Martin Mikulec
Wireless information and energy harvesting for bidirectional relay channels: Tradeoff between relay distance and optimal throughput. TSP (2016)
Tuan Tran, Emmanuel Udoh, Tung Nguyen
Interflow Network Coding Approaches for Data Heterogeneous Unicast Sessions in Wireless Networks. Int. J. Grid High Perform. Comput. 8 (1) (2016)
Dan Grois, Tung Nguyen, Detlev Marpe
Coding efficiency comparison of AV1/VP9, H.265/MPEG-HEVC, and H.264/MPEG-AVC encoders. PCS (2016)
David Flynn, Detlev Marpe, Matteo Naccari, Tung Nguyen, Chris Rosewarne, Karl Sharman, Joel Sole, Jizheng Xu
Overview of the Range Extensions for the HEVC Standard: Tools, Profiles, and Performance. IEEE Trans. Circuits Syst. Video Technol. 26 (1) (2016)
Kazuki Mori, Tung Nguyen, Tomohiro Harada, Ruck Thawonmas
An Improvement of Matrix Factorization with Bound Constraints for Recommender Systems. IIAI-AAI (2016)
Hung Pham, Tam Nguyen, Phong Vu, Tung Nguyen
Toward Mining Visual Log of Software. CoRR (2016)
Hung Nguyen, Tung Nguyen
Statistical and ANN Approaches in Credit Rating for Vietnamese Corporate: A Comparative Empirical Study. IUKM (2016)
Thanh Trinh, Dingming Wu, Salman Salloum, Tung Nguyen, Joshua Zhexue Huang
A frequency-based gene selection method with random forests for gene data analysis. RIVF (2016)
Tung Nguyen, Jiro Hirokawa, Makoto Ando, Manuel Sierra-Castañer
Design of mm-Wave RLSAs with Lossy Waveguides by Slot Coupling Control Techniques. IEICE Trans. Commun. (9) (2015)
Beatriz Paniagua, Dzenan Zukic, Ricardo Ortiz, Stephen R. Aylward, Brent Golden, Tung Nguyen, Andinet Enquobahrie
Ultrasound-Guided Navigation System for Orthognathic Surgery. AE-CAI (2015)
Tung Nguyen, Ali Khairat, Detlev Marpe, Mischa Siekmann, Thomas Wiegand
Extended Cross-Component Prediction in HEVC. PCS (2015)
Guang Jin, Julia Deng, Tung Nguyen, Pan Gao, Mark T. Wooster, Shoukat H. Qari
Efficient Cloud-Based Real-Time Geo-Information Delivery for Mobile Users. MDM (1) (2015)
Bruce Wu, Tung Nguyen, Mohammad Husain
Implementation Vulnerability Associated with OAuth 2.0 - A Case Study on Dropbox. ITNG (2015)
Tung Nguyen, Detlev Marpe
Objective Performance Evaluation of the HEVC Main Still Picture Profile. IEEE Trans. Circuits Syst. Video Technol. 25 (5) (2015)
Beatriz Paniagua, Juliette Pera, François Budin, Liliane Rosas Gomes, Martin A. Styner, Lucia H. S. Cevidanes, Tung Nguyen
Validation of TMJ osteoarthritis synthetic defect database via non-rigid registration. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Tung Nguyen, Philipp Helle, Martin Winken, Benjamin Bross, Detlev Marpe, Heiko Schwarz, Thomas Wiegand
Corrections to "Transform Coding Techniques in HEVC". IEEE J. Sel. Top. Signal Process. 8 (6) (2014)
Ali Khairat, Tung Nguyen, Mischa Siekmann, Detlev Marpe, Thomas Wiegand
Adaptive cross-component prediction for 4: 4: 4 high efficiency video coding. ICIP (2014)
Tung Nguyen, Rushanthi Jayawardene, Kimio Sakurai, Jiro Hirokawa, Makoto Ando, Manuel Sierra-Castañer, Osamu Amano, Shuichi Koreeda, Takaomi Matsuzaki, Yukio Kamata
Propagation Characteristics of Honeycomb Structures Used in mm-Wave Radial Line Slot Antennas. IEICE Trans. Commun. (6) (2014)
Linh V. Nguyen, Sarath Kodagoda, Ravindra Ranasinghe, Gamini Dissanayake, Heriberto Bustamante, Dammika Vitanage, Tung Nguyen
Spatial prediction of hydrogen sulfide in sewers with a modified Gaussian process combined mutual information. ICARCV (2014)
Tung Nguyen, Caslon Chua
A logical error detector for novice PHP programmers. VL/HCC (2014)
Tung Nguyen, Duy-Hieu Bui, Hai-Phong Phan, Trong-Trinh Dang, Xuan-Tu Tran
High-performance adaption of ARM processors into Network-on-Chip architectures. SoCC (2013)
Tung Nguyen, Philipp Helle, Martin Winken, Benjamin Bross, Detlev Marpe, Heiko Schwarz, Thomas Wiegand
Transform Coding Techniques in HEVC. IEEE J. Sel. Top. Signal Process. 7 (6) (2013)
Tung Nguyen, Rushanthi Jayawardene, Yasutomo Takano, Kimio Sakurai, Jiro Hirokawa, Makoto Ando, Osamu Amano, Shuichi Koreeda, Takaomi Matsuzaki, Yukio Kamata
An Equivalent Double Layer Model for a Fast Design and Analysis of High Gain-Multilayer Radial Line Slot Antennas. IEICE Trans. Commun. (11) (2013)
Tung Nguyen, Kien Nguyen, Ruck Thawonmas
Potential flow for unit positioning during combat in StarCraft. GCCE (2013)
Tung Nguyen, Weisong Shi
Improving resource efficiency in data centers using reputation-based resource selection. Sustain. Comput. Informatics Syst. 2 (3) (2012)
Tung Nguyen, Detlev Marpe
Performance analysis of HEVC-based intra coding for still image compression. PCS (2012)
Tung Nguyen, Quang Hieu Vu, Rasool Asal
- An open and free cloud computing platform. CloudCom (2012)
Tung Nguyen, Detlev Marpe, Benjamin Bross, Valeri George, Heiner Kirchhoffer, Matthias Preiss, Mischa Siekmann, Jan Stegemann, Thomas Wiegand
A complexity scalable entropy coding scheme for video compression. PCS (2012)
Matthias Preiss, Detlev Marpe, Benjamin Bross, Valeri George, Heiner Kirchhoffer, Tung Nguyen, Mischa Siekmann, Jan Stegemann, Thomas Wiegand
A unified and complexity scalable entropy coding scheme for video compression. ICIP (2012)
Benjamin Bross, Philipp Helle, Simon Oudin, Tung Nguyen, Detlev Marpe, Heiko Schwarz, Thomas Wiegand
Quadtree structures and improved techniques for motion representation and entropy coding in HEVC. ICCE-Berlin (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tung Nguyen