Thanh-Tung Nguyen

53 papers A* 7B 1Misc 2Journal 25Unranked 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
FCPO: Federated Continual Policy Optimization for Real-Time High-Throughput Edge Video Analytics.
CoRR
Lucas Liebe, Thanh-Tung Nguyen, Dongman Lee
2025 A* conf
How2Compress: Scalable and Efficient Edge Video Analytics via Adaptive Granular Video Compression.
ACM Multimedia
Yuheng Wu, Thanh-Tung Nguyen, Lucas Liebe, Quang Tau, Pablo Espinosa Campos, Jinghan Cheng, Dongman Lee
2025 J jnl
How2Compress: Scalable and Efficient Edge Video Analytics via Adaptive Granular Video Compression.
CoRR
Yuheng Wu, Thanh-Tung Nguyen, Lucas Liebe, Quang Tau, Pablo Espinosa Campos, Jinghan Cheng, Dongman Lee
2025 A* conf
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues.
AAAI
Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel, Andy T. Liu, Vijay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F. Chen, Stefan Winkler
2025 J jnl
OCTOPINF: Workload-Aware Inference Serving for Edge Video Analytics.
CoRR
Thanh-Tung Nguyen, Lucas Liebe, Nhat-Quang Tau, Yuheng Wu, Jinghan Cheng, Dongman Lee
2025 — conf
OctoCross: Workload-Aware Request Offloading Scheduling in Cross-Camera Collaboration.
ICSOC (1)
Jinghan Cheng, Thanh-Tung Nguyen, Lucas Liebe, Yuheng Wu, Nhat-Quang Tau, Pablo Espinosa, Dongman Lee
2025 A* conf
OctopInf: Workload-Aware Inference Serving for Edge Video Analytics.
PerCom
Thanh-Tung Nguyen, Lucas Liebe, Nhat-Quang Tau, Yuheng Wu, Jinghan Cheng, Dongman Lee
2025 — conf
Representation Learning of Structured Data for Medical Foundation Models.
UniReps
Vijay Prakash Dwivedi, Viktor Schlegel, Andy T. Liu, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Jeng Wei, Wei-Hsian Yin, Stefan Winkler, Robby T. Tan
2024 — conf
3-D Reconstruction from Consecutive Endoscopic Images Using Gaussian Splatting.
ACCV Workshops (2)
Hung-Le Minh, Duy-Van Truong, Huy-Xuan Manh, Viet-Hang Dao, Phuc-Binh Nguyen, Thanh-Tung Nguyen, Hai Vu
2024 — conf
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and Beyond.
EACL (1)
Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Viktor Schlegel, Stefan Winkler, See-Kiong Ng, Soujanya Poria
2024 J jnl
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction.
CoRR
Aishik Nagar, Viktor Schlegel, Thanh-Tung Nguyen, Hao Li, Yuping Wu, Kuluhan Binici, Stefan Winkler
2024 — conf
M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering.
ACL (Findings)
Anand Subramanian, Viktor Schlegel, Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Vijay Prakash Dwivedi, Stefan Winkler
2024 J jnl
M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering.
CoRR
Anand Subramanian, Viktor Schlegel, Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Vijay Prakash Dwivedi, Stefan Winkler
2024 J jnl
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues.
CoRR
Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel, Andy T. Liu, Vijay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F. Chen, Stefan Winkler
2024 — conf
MetaWeather: Few-Shot Weather-Degraded Image Restoration.
ECCV (73)
Youngrae Kim, Younggeol Cho, Thanh-Tung Nguyen, Seunghoon Hong, Dongman Lee
2024 J jnl
Representation Learning of Structured Data for Medical Foundation Models.
CoRR
Vijay Prakash Dwivedi, Viktor Schlegel, Andy T. Liu, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Jeng Wei, Wei-Hsian Yin, Stefan Winkler, Robby T. Tan
2023 — conf
A Two-Stage Decoder for Efficient ICD Coding.
ACL (Findings)
Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Ramesh Kashyap, Stefan Winkler
2023 J jnl
A Two-Stage Decoder for Efficient ICD Coding.
CoRR
Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Ramesh Kashyap, Stefan Winkler
2023 J jnl
Automated Clinical Coding for Outpatient Departments.
CoRR
Viktor Schlegel, Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Tsung-Han Yang, Vijay Prakash Dwivedi, Wei-Hsian Yin, Jeng Wei, Stefan Winkler
2023 J jnl
Beyond Words: A Comprehensive Survey of Sentence Representations.
CoRR
Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Viktor Schlegel, Stefan Winkler, See-Kiong Ng, Soujanya Poria
2023 J jnl
MetaWeather: Few-Shot Weather-Degraded Image Restoration via Degradation Pattern Matching.
CoRR
Youngrae Kim, Younggeol Cho, Thanh-Tung Nguyen, Dongman Lee
2023 J jnl
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification.
CoRR
Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Ramesh Kashyap, Stefan Winkler, Shao-Syuan Huang, Jie-Jyun Liu, Chih-Jen Lin
2023 — conf
PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records.
CLEF (Working Notes)
Viktor Schlegel, Hao Li, Yuping Wu, Anand Subramanian, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Daniel Beck, Xiao-Jun Zeng, Riza Theresa Batista-Navarro, Stefan Winkler, Goran Nenadic
2023 J jnl
PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records.
CoRR
Viktor Schlegel, Hao Li, Yuping Wu, Anand Subramanian, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Daniel Beck, Xiao-Jun Zeng, Riza Theresa Batista-Navarro, Stefan Winkler, Goran Nenadic
2023 J jnl
PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models.
CoRR
Hao Li, Yuping Wu, Viktor Schlegel, Riza Batista-Navarro, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Xiao-Jun Zeng, Daniel Beck, Stefan Winkler, Goran Nenadic
2023 A* conf
PreActo: Efficient Cross-Camera Object Tracking System in Video Analytics Edge Computing.
PERCOM
Thanh-Tung Nguyen, Si Young Jang, Boyan Kostadinov, Dongman Lee
2023 — conf
Pretext Tasks in Bridge Defect Segmentation Within a ViT-Adapter Framework.
ISVC (1)
Matthieu Pâques, Didier Law-Hine, Otmane Alami Hamedane, Thanh-Tung Nguyen, Viet-Vu Tran, Nicolas Allezard
2023 — conf
Team: PULSAR at ProbSum 2023: PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models.
BioNLP@ACL
Hao Li, Yuping Wu, Viktor Schlegel, Riza Batista-Navarro, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Xiao-Jun Zeng, Daniel Beck, Stefan Winkler, Goran Nenadic
2021 — conf
A Conditional Splitting Framework for Efficient Constituency Parsing.
ACL/IJCNLP (1)
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2021 J jnl
A Conditional Splitting Framework for Efficient Constituency Parsing.
CoRR
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2021 A* conf
Cross-model Back-translated Distillation for Unsupervised Machine Translation.
ICML
Xuan-Phi Nguyen, Shafiq R. Joty, Thanh-Tung Nguyen, Kui Wu, Ai Ti Aw
2021 — conf
RST Parsing from Scratch.
NAACL-HLT
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2021 J jnl
RST Parsing from Scratch.
CoRR
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2021 — —
Structured pointing networks for natural language understanding
Thanh-Tung Nguyen
2020 J jnl
A Distributed TDMA Scheduling Algorithm Using Topological Ordering for Wireless Sensor Networks.
IEEE Access
Thanh-Tung Nguyen, Taejoon Kim, Taehong Kim
2020 A* conf
Differentiable Window for Dynamic Local Attention.
ACL
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2020 J jnl
Differentiable Window for Dynamic Local Attention.
CoRR
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2020 A* conf
Efficient Constituency Parsing by Pointing.
ACL
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2020 J jnl
Efficient Constituency Parsing by Pointing.
CoRR
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
2020 J jnl
Horizontal Pod Autoscaling in Kubernetes for Elastic Container Orchestration.
Sensors
Thanh-Tung Nguyen, Yu-Jin Yeom, Taehong Kim, Dae-Heon Park, Sehan Kim
2019 — conf
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation.
NAACL-HLT (1)
Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq R. Joty
2019 J jnl
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation.
CoRR
Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq R. Joty
2019 B conf
Distributed TDMA Scheduling Using Topological Ordering in Wireless Sensor Networks.
ICCCN
Thanh-Tung Nguyen, Linh-An Phan, Taejoon Kim, Taehong Kim, JaeSeang Lee, Jae-Hyun Ham
2019 J jnl
Role of interfacial transition zone in phase field modeling of fracture in layered heterogeneous structures.
J. Comput. Phys.
Thanh-Tung Nguyen, Danièle Waldmann, Tinh Quoc Bui
2019 Misc conf
Water Level Prediction at TICH-BUI river in Vietnam Using Support Vector Regression.
ICMLC
Thanh-Tung Nguyen, Hien T. T. Le
2018 J jnl
An efficient random forests algorithm for high dimensional data classification.
Adv. Data Anal. Classif.
Qiang Wang, Thanh-Tung Nguyen, Joshua Zhexue Huang, Thuy Thi Nguyen
2016 — conf
Stratified Over-Sampling Bagging Method for Random Forests on Imbalanced Data.
PAISI
He Zhao, Xiaojun Chen, Thanh-Tung Nguyen, Joshua Zhexue Huang, Graham J. Williams, Hui Chen
2015 — conf
A New Feature Sampling Method in Random Forests for Predicting High-Dimensional Data.
PAKDD (2)
Thanh-Tung Nguyen, He Zhao, Joshua Zhexue Huang, Thuy Thi Nguyen, Mark Junjie Li
2015 — conf
An L1-Regression Random Forests Method for Forecasting of Hoa Binh Reservoir's Incoming Flow.
KSE
Thanh-Tung Nguyen
2015 Misc conf
Classifying gene data with regularized ensemble trees.
ICMLC
Thanh-Tung Nguyen, Huong Nguyen, Yinxu Wu, Mark Junjie Li
2015 — conf
Forecasting Time Series Water Levels on Mekong River Using Machine Learning Models.
KSE
Thanh-Tung Nguyen, Quynh Nguyen Huu, Mark Junjie Li
2015 J jnl
Genome-wide association data classification and SNPs selection using two-stage quality-based Random Forests.
BMC Genom.
Thanh-Tung Nguyen, Joshua Zhexue Huang, Qingyao Wu, Thuy Thi Nguyen, Mark Junjie Li
2015 J jnl
Two-level quantile regression forests for bias correction in range prediction.
Mach. Learn.
Thanh-Tung Nguyen, Joshua Zhexue Huang, Thuy Thi Nguyen