Thien Nguyen

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 49

Top Topics

Relation Extraction

Subgraph Isomorphism

Event Detection

Machine Translation

Top Venues

EMNLP (Findings)

Publications

Jinho Park, Soongho Park, Thien Nguyen, Amir H. Gandjbakhche
Simulated Breathing Patterns Classification Using Convolutional Neural Network with Deep Embedded Features. ICCE (2024)
Thanh-Thien Le, Viet Dao, Linh Nguyen, Thi-Nhung Nguyen, Linh Ngo, Thien Nguyen
SharpSeq: Empowering Continual Event Detection through Sharpness-Aware Sequential-task Learning. NAACL-HLT (2024)
Thien Nguyen, Tuomo Sipola, Jari Hautamäki
Machine Learning Applications of Quantum Computing: A Review. CoRR (2024)
Tinh Luong, Thanh-Thien Le, Linh Ngo, Thien Nguyen
Realistic Evaluation of Toxicity in Large Language Models. ACL (Findings) (2024)
Phuoc Tran, Dat Nguyen, Huu-Anh Tran, Thien Nguyen, Tram Tran
Building a Closed-Domain Question Answering System for a Low-Resource Language. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (3) (2023)
Jinho Park, Aaron James Mah, Thien Nguyen, Soongho Park, Leili Ghazi Zadeh, Babak Shadgan, Amir H. Gandjbakhche
Modification of a Conventional Deep Learning Model to Classify Simulated Breathing Patterns: A Step toward Real-Time Monitoring of Patients with Respiratory Infectious Diseases. Sensors 23 (12) (2023)
Dominic Yang, Yurun Ge, Thien Nguyen, Denali Molitor, Jacob D. Moorman, Andrea L. Bertozzi
Structural Equivalence in Subgraph Matching. IEEE Trans. Netw. Sci. Eng. 10 (4) (2023)
Chien Nguyen, Linh Ngo Van, Thien Nguyen
Retrieving Relevant Context to Align Representations for Cross-lingual Event Detection. ACL (Findings) (2023)
Chien Nguyen, Huy Nguyen, Franck Dernoncourt, Thien Nguyen
Transitioning Representations between Languages for Cross-lingual Event Detection via Langevin Dynamics. EMNLP (Findings) (2023)
Dominic Yang, Yurun Ge, Thien Nguyen, Jacob D. Moorman, Denali Molitor, Andrea L. Bertozzi
Structural Equivalence in Subgraph Matching. CoRR (2023)
Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min, Thien Nguyen
Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training. ACL (Findings) (2023)
Huy Nguyen, Chien Nguyen, Linh Ngo Van, Anh Luu, Thien Nguyen
A Spectral Viewpoint on Continual Relation Extraction. EMNLP (Findings) (2023)
Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Nguyen
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning. EMNLP (Findings) (2023)
Luis Guzman-Nateras, Franck Dernoncourt, Thien Nguyen
Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection. ACL (1) (2023)
Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Nguyen
Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations. EMNLP (2022)
Thien Nguyen, Alexander McCaskey
Retargetable Optimizing Compilers for Quantum Accelerators via a Multilevel Intermediate Representation. IEEE Micro 42 (5) (2022)
Thien Nguyen, Alexander McCaskey
Enabling Pulse-Level Programming, Compilation, and Execution in XACC. IEEE Trans. Computers 71 (3) (2022)
Aaron James Mah, Thien Nguyen, Leili Ghazi Zadeh, Atrina Shadgan, Kosar Khaksari, Mehdi Nourizadeh, Ali Zaidi, Soongho Park, Amir H. Gandjbakhche, Babak Shadgan
Optical Monitoring of Breathing Patterns and Tissue Oxygenation: A Potential Application in COVID-19 Screening and Monitoring. Sensors 22 (19) (2022)
Thien Nguyen, Nathalie Tran, Liuhui Deng, Thiago Fraga da Silva, Matthew Radzihovsky, Roger Hsiao, Henry Mason, Stefan Braun, Erik McDermott, Dogan Can, Pawel Swietojanski, Lyan Verwimp, Sibel Oyman, Tresi Arvizo, Honza Silovsky, Arnab Ghoshal, Mathieu Martel, Bharat Ram Ambati, Mohamed Ali
Optimizing Bilingual Neural Transducer with Synthetic Code-switching Text Generation. CoRR (2022)
Tin Duy Vo, Manh Luong, Duong Minh Le, Hieu Tran, Nhan Do, Tuan-Duy H. Nguyen, Thien Nguyen, Hung Bui, Dat Quoc Nguyen, Dinh Q. Phung
Vietnamese Speech-based Question Answering over Car Manuals. IUI Companion (2022)
Viet Dac Lai, Hieu Man, Linh Ngo Van, Franck Dernoncourt, Thien Nguyen
Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method. EMNLP (Findings) (2022)
Luis Guzman-Nateras, Minh Van Nguyen, Thien Nguyen
Cross-Lingual Event Detection via Optimized Adversarial Training. NAACL-HLT (2022)
Phuoc Tran, Thien Nguyen, Dinh-Hong Vu, Huu-Anh Tran, Bay Vo
A Method of Chinese-Vietnamese Bilingual Corpus Construction for Machine Translation. IEEE Access 10 (2022)
Dmitry I. Lyakh, Thien Nguyen, Daniel Claudino, Eugene F. Dumitrescu, Alexander J. McCaskey
ExaTN: Scalable GPU-Accelerated High-Performance Processing of General Tensor Networks at Exascale. Frontiers Appl. Math. Stat. 8 (2022)
Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Nguyen
MEE: A Novel Multilingual Event Extraction Dataset. EMNLP (2022)
Hieu Man, Minh Nguyen, Thien Nguyen
Event Causality Identification via Generation of Important Context Words. *SEM@NAACL-HLT (2022)
Meenambika Gowrishankar, Jerimiah Wright, Daniel Claudino, Phillip C. Lotshaw, Thien Nguyen, Alexander J. McCaskey, Travis S. Humble
Numerical Simulations of Noisy Quantum Circuits for Computational Chemistry. QCE (2022)
Thien Nguyen, Lam Nguyen, Phuoc Tran, Huu Nguyen
Improving Transformer-Based Neural Machine Translation with Prior Alignments. Complex. 2021 (2021)
Thien Nguyen, Dmitry Lyakh, Raphael C. Pooser, Travis S. Humble, Timothy Proctor, Mohan Sarovar
Quantum Circuit Transformations with a Multi-Level Intermediate Representation Compiler. CoRR (2021)
Alexander McCaskey, Thien Nguyen
A MLIR Dialect for Quantum Assembly Languages. QCE (2021)
Thien Nguyen, Huu Nguyen, Phuoc Tran
Sublemma-Based Neural Machine Translation. Complex. 2021 (2021)
Alexander McCaskey, Thien Nguyen
A MLIR Dialect for Quantum Assembly Languages. CoRR (2021)
Thien Nguyen, Lindsay Bassman, Dmitry I. Lyakh, Alexander McCaskey, Vicente Leyton-Ortega, Raphael C. Pooser, Wael R. Elwasif, Travis S. Humble, Wibe A. de Jong
Composable Programming of Hybrid Workflows for Quantum Simulation. ICSA Companion (2021)
Meenambika Gowrishankar, Jerimiah Wright, Daniel Claudino, Thien Nguyen, Alexander McCaskey, Travis S. Humble
Numerical Simulations of Noisy Variational Quantum Eigensolver Ansatz Circuits. QCE (2021)
Thien Nguyen, Lindsay Bassman Oftelie, Phillip C. Lotshaw, Dmitry I. Lyakh, Alexander J. McCaskey, Vicente Leyton-Ortega, Raphael C. Pooser, Wael R. Elwasif, Travis S. Humble, Wibe A. de Jong
QuaSiMo: A composable library to program hybrid workflows for quantum simulation. IET Quantum Commun. 2 (4) (2021)
Thien Nguyen, Anthony Santana, Alexander McCaskey
Extending XACC for Quantum Optimal Control. QCE (2020)
Thien Nguyen, Huu Nguyen, Phuoc Tran
Mixed-Level Neural Machine Translation. Comput. Intell. Neurosci. 2020 (2020)
Thien Nguyen, Anthony Santana, Tyler Kharazi, Daniel Claudino, Hal Finkel, Alexander McCaskey
Extending C++ for Heterogeneous Quantum-Classical Computing. CoRR (2020)
Shibei Xue, Thien Nguyen, Matthew R. James, Alireza Shabani, Valery A. Ugrinovskii, Ian R. Petersen
Modeling for Non-Markovian Quantum Systems. IEEE Trans. Control. Syst. Technol. 28 (6) (2020)
Duong Le, My Thai, Thien Nguyen
Multi-Task Learning for Metaphor Detection with Graph Convolutional Neural Networks and Word Sense Disambiguation. AAAI (2020)
Thien Nguyen, Dominic Yang, Yurun Ge, Hao Li, Andrea L. Bertozzi
Applications of Structural Equivalence to Subgraph Isomorphism on Multichannel Multigraphs. IEEE BigData (2019)
Yu Pan, Thien Nguyen
Stabilizing Quantum States and Automatic Error Correction by Dissipation Control. IEEE Trans. Autom. Control. 62 (9) (2017)
Thien Nguyen, Zibo Miao, Yu Pan, Nina H. Amini, Valery A. Ugrinovskii, Matthew R. James
Pole placement approach to coherent passive reservoir engineering for storing quantum information. ACC (2017)
Shibei Xue, Thien Nguyen, Ian R. Petersen
Feedback control of a non-Markovian single qubit system. ASCC (2017)
Thien Nguyen, Zibo Miao, Yu Pan, Nina H. Amini, Valery A. Ugrinovskii, Matthew R. James
Pole Placement Approach to Coherent Passive Reservoir Engineering for Storing Quantum Information. CoRR (2017)
Saleh Dindar, Thien Nguyen, Jörg Peters
Towards surgeon-authored VR training: the scene-development cycle. MMVR (2016)
Thien Nguyen, Jörg Peters
spline elements for irregular quad layout. Comput. Aided Geom. Des. 43 (2016)
Thien Nguyen, Kestutis Karciauskas, Jörg Peters
finite elements on non-tensor-product 2d and 3d manifolds. Appl. Math. Comput. 272 (2016)
Kestutis Karciauskas, Thien Nguyen, Jörg Peters
Generalizing bicubic splines for modeling and IGA with irregular layout. Comput. Aided Des. 70 (2016)
Thien Nguyen, Charles D. Hill, Lloyd C. L. Hollenberg, Matthew R. James
Surface code continuous quantum error correction using feedback. CDC (2015)
Thien Nguyen, Kestutis Karciauskas, Jörg Peters
A Comparative Study of Several Classical, Discrete Differential and Isogeometric Methods for Solving Poisson's Equation on the Disk. Axioms 3 (2) (2014)
Thien Nguyen, Bernard Mourrain, André Galligo, Gang Xu
A construction of injective parameterizations of domains for isogeometric applications. SNC (2011)
Thien Nguyen, Bert Jüttler
Parameterization of Contractible Domains Using Sequences of Harmonic Maps. Curves and Surfaces (2010)
Dat Tran, Wanli Ma, Dharmendra Sharma, Thien Nguyen
Fuzzy Vector Quantization for Network Intrusion Detection. GrC (2007)
Dat Tran, Wanli Ma, Dharmendra Sharma, Thien Nguyen
Possibility Theory-Based Approach to Spam Email Detection. GrC (2007)
Jisheng Liang, Thien Nguyen, Krzysztof Koperski, Giovanni B. Marchisio
Ontology-Based Natural Language Query Processing for the Biological Domain. BioNLP@NAACL-HLT (2006)
Jisheng Liang, Krzysztof Koperski, Thien Nguyen, Giovanni B. Marchisio
Extracting statistical data frames from text. SIGKDD Explor. 7 (1) (2005)
Vikram Chalana, Andrew G. Bruce, Thien Nguyen
Duplicate document detection in DocBrowse. Document Recognition (1998)
Mysore Y. Jaisimha, Andrew G. Bruce, Thien Nguyen
Docbrowse: a System for Textual and Graphical Querying on Degraded Document Image Data. DAS (1996)
Mysore Y. Jaisimha, Andrew G. Bruce, Thien Nguyen
DocBrowse: A System for Information Retrieval from Document Image Data. Storage and Retrieval for Image and Video Databases (SPIE) (1996)