Hieu Le

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 50

Top Topics

Processing Units

Rule Generation

Semantic Segmentation

Top Venues

USENIX Security Symposium

Publications

Vuong Dinh An, Minh Nhat Vu, Baoru Huang, Nghia Nguyen, Hieu Le, Thieu Vo, Anh Nguyen
Language-driven Grasp Detection. CoRR (2024)
Shuangqi Li, Chen Liu, Tong Zhang, Hieu Le, Sabine Süsstrunk, Mathieu Salzmann
Controlling the Fidelity and Diversity of Deep Generative Models via Pseudo Density. CoRR (2024)
Prantik Howlader, Srijan Das, Hieu Le, Dimitris Samaras
Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier. CoRR (2024)
Hieu Le, Zhenhua He, Mai Le, Dhruva K. Chakravorty, Lisa M. Perez, Akhil Chilumuru, Yan Yao, Jiefu Chen
Insight Gained from Migrating a Machine Learning Model to Intelligence Processing Units. CoRR (2024)
Nikita Durasov, Doruk Öner, Jonathan Donier, Hieu Le, Pascal Fua
Enabling Uncertainty Estimation in Iterative Neural Networks. CoRR (2024)
Jingyi Xu, Hieu Le, Dimitris Samaras
Assessing Sample Quality via the Latent Space of Generative Models. CoRR (2024)
Prantik Howlader, Hieu Le, Dimitris Samaras
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation. CoRR (2024)
Anna Ablove, Shreyas Chandrashekaran, Hieu Le, Ram Sundara Raman, Reethika Ramesh, Harry Oppenheimer, Roya Ensafi
Digital Discrimination of Users in Sanctioned States: The Case of the Cuba Embargo. USENIX Security Symposium (2024)
Nikita Durasov, Nik Dorndorf, Hieu Le, Pascal Fua
ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference. Trans. Mach. Learn. Res. 2024 (2024)
Federico Stella, Nicolas Talabot, Hieu Le, Pascal Fua
Neural Surface Detection for Unsigned Distance Fields. CoRR (2024)
Vuong Dinh An, Minh Nhat Vu, Hieu Le, Baoru Huang, Huynh Thi Thanh Binh, Thieu Vo, Andreas Kugi, Anh Nguyen
Grasp-Anything: Large-scale Grasp Dataset from Foundation Models. ICRA (2024)
Hieu Le, Zhenhua He, Mai Le, Dhruva Chakravorty, Lisa M. Perez, Akhil Chilumuru, Yan Yao, Jiefu Chen
Insight Gained from Migrating a Machine Learning Model to Intelligence Processing Units. PEARC (2024)
Zhenhua He, Sandra B. Nite, Joshua Winchell, Abhinand Nasari, Hieu Le, Jiao Tao, Dhruva Chakravorty, Lisa Perez, Honggao Liu
Development of a Training Framework for Novel Accelerators. FIE (2023)
Jingyi Xu, Hieu Le, Vu Nguyen, Viresh Ranjan, Dimitris Samaras
Zero-shot Object Counting. CoRR (2023)
Jingyi Xu, Hieu Le, Dimitris Samaras
Generating Features with Increased Crop-related Diversity for Few-Shot Object Detection. CoRR (2023)
Jingyi Xu, Hieu Le, Dimitris Samaras
Generating Features with Increased Crop-Related Diversity for Few-Shot Object Detection. CVPR (2023)
Jingyi Xu, Hieu Le, Vu Nguyen, Viresh Ranjan, Dimitris Samaras
Zero-Shot Object Counting. CVPR (2023)
Abhinand Nasari, Lujun Zhai, Zhenhua He, Hieu Le, Suxia Cui, Dhruva Chakravorty, Jian Tao, Honggao Liu
Porting AI/ML Models to Intelligence Processing Units (IPUs). PEARC (2023)
Hieu Le, Hernán Santos, Jian Tao
Hierarchical Autoencoder-based Lossy Compression for Large-scale High-resolution Scientific Data. CoRR (2023)
Tien-Phat Nguyen, Trong-Thang Pham, Tri Nguyen, Hieu Le, Dung Nguyen, Hau Lam, Phong Nguyen, Jennifer Fowler, Minh-Triet Tran, Ngan Le
EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification. WACV (2023)
Jingyi Xu, Hieu Le, Dimitris Samaras
Learning from Pseudo-labeled Segmentation for Multi-Class Object Counting. CoRR (2023)
Jingyi Xu, Hieu Le, Dimitris Samaras
Zero-Shot Object Counting with Language-Vision Models. CoRR (2023)
Hieu Le, Salma Elmalaki, Athina Markopoulou, Zubair Shafiq
AutoFR: Automated Filter Rule Generation for Adblocking. USENIX Security Symposium (2023)
Hieu Le, Nicolas Talabot, Jiancheng Yang, Pascal Fua
Enforcing Topological Interaction between Implicit Surfaces via Uniform Sampling. CoRR (2023)
Vuong Dinh An, Minh Nhat Vu, Hieu Le, Baoru Huang, Binh Huynh, Thieu Vo, Andreas Kugi, Anh Nguyen
Grasp-Anything: Large-scale Grasp Dataset from Foundation Models. CoRR (2023)
Phu Pham, Hieu Le, Nguyen Thanh Tam, Quang-Dieu Tran
A Graph-Based Topic Modeling Approach to Detection of Irrelevant Citations. Vietnam. J. Comput. Sci. 10 (2) (2023)
Long Doan, Hieu Le, Huy Dang, Long Tran, Dao Long, Hai Minh Nguyen, Hanh Pham, Nam Nguyen, Ngoc Hoang Luong, Huynh Thi Thanh Binh
TF-GeneNAS: An evolution-based training-free approach to Neural Architecture Search. IJCNN (2022)
Hieu Le, Salma Elmalaki, Athina Markopoulou, Zubair Shafiq
AutoFR: Automated Filter Rule Generation for Adblocking. CoRR (2022)
Abhinand Nasari, Hieu Le, Richard Lawrence, Zhenhua He, Xin Yang, Mario Krell, Alex Tsyplikhin, Mahidhar Tatineni, Tim Cockerill, Lisa Perez, Dhruva Chakravorty, Honggao Liu
Benchmarking the Performance of Accelerators on National Cyberinfrastructure Resources for Artificial Intelligence / Machine Learning Workloads. PEARC (2022)
Jingyi Xu, Hieu Le
Generating Representative Samples for Few-Shot Classification. CVPR (2022)
Hieu Le, Dieu-Thu Le, Verena Weber, Chris Church, Kay Rottmann, Melanie Bradford, Peter Chin
Semi-supervised Adversarial Text Generation based on Seq2Seq models. EMNLP (Industry Track) (2022)
Hieu Le, Dimitris Samaras
Physics-Based Shadow Image Decomposition for Shadow Removal. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Jingyi Xu, Hieu Le
Generating Representative Samples for Few-Shot Classification. CoRR (2022)
Hieu Le, Hans Walker, Dung N. Tran, Peter Chin
Corrupting Data to Remove Deceptive Perturbation: Using Preprocessing Method to Improve System Robustness. CoRR (2022)
Rahmadi Trimananda, Hieu Le, Hao Cui, Janice Tran Ho, Anastasia Shuba, Athina Markopoulou
OVRseen: Auditing Network Traffic and Privacy Policies in Oculus VR. USENIX Security Symposium (2022)
Hieu Le, Taufiq Husada Daryanto, Fabian Zhafransyah, Derry Wijaya, Elizabeth Coppock, Sang Chin
Referring Expressions with Rational Speech Act Framework: A Probabilistic Approach. CoRR (2022)
Tien-Phat Nguyen, Trong-Thang Pham, Tri Nguyen, Hieu Le, Dung Nguyen, Hau Lam, Phong Nguyen, Jennifer Fowler, Minh-Triet Tran, Ngan Le
EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification. CoRR (2022)
Rahmadi Trimananda, Hieu Le, Hao Cui, Janice Tran Ho, Anastasia Shuba, Athina Markopoulou
Auditing Network Traffic and Privacy Policies in Oculus VR. CoRR (2021)
Hieu Le, Athina Markopoulou, Zubair Shafiq
CV-Inspector: Towards Automating Detection of Adblock Circumvention. NDSS (2021)
Hieu Le, Andrew Wood, Sylee Dandekar, Peter Chin
Neural Network Optimization with Biologically Inspired Low-Dimensional Manifold Learning. CSCI (2021)
Jingyi Xu, Hieu Le, Mingzhen Huang, ShahRukh Athar, Dimitris Samaras
Variational Feature Disentangling for Fine-Grained Few-Shot Classification. ICCV (2021)
Hieu Le, Hans Walker, Dung N. Tran, Peter Chin
Corrupting Data to Remove Deceptive Perturbation: Using Preprocessing Method to Improve System Robustness. CSCI (2021)
Janus Varmarken, Hieu Le, Anastasia Shuba, Athina Markopoulou, Zubair Shafiq
The TV is Smart and Full of Trackers: Measuring Smart TV Advertising and Tracking. Proc. Priv. Enhancing Technol. 2020 (2) (2020)
Trung Ha, Tran Khanh Dang, Hieu Le, Tuan Anh Truong
Security and Privacy Issues in Deep Learning: A Brief Review. SN Comput. Sci. 1 (5) (2020)
Thang Bui, Scott D. Stoller, Hieu Le
Efficient and Extensible Policy Mining for Relationship-Based Access Control. CoRR (2019)
Thang Bui, Scott D. Stoller, Hieu Le
Efficient and Extensible Policy Mining for Relationship-Based Access Control. SACMAT (2019)
Janus Varmarken, Hieu Le, Anastasia Shuba, Zubair Shafiq, Athina Markopoulou
The TV is Smart and Full of Trackers: Towards Understanding the Smart TV Advertising and Tracking Ecosystem. CoRR (2019)
Anastasia Shuba, Evita Bakopoulou, Milad Asgari Mehrabadi, Hieu Le, David R. Choffnes, Athina Markopoulou
AntShield: On-Device Detection of Personal Information Exposure. CoRR (2018)
Binh Minh Nguyen, Hong-Nhat Quoc Hoang, Ladislav Hluchý, Tuyet-Trinh Vu, Hieu Le
Multiple Peer Chord Rings Approach for Device Discovery in IoT Environment. FNC/MobiSPC (2017)
Hieu Le, Konstantin Miller, Arash Behboodi, Adam Wolisz
Layer approach for HTTP-based low-delay adaptive streaming in mobile networks. WoWMoM (2017)
Hieu Le, Arash Behboodi, Adam Wolisz
Quality driven resource allocation for adaptive video streaming in OFDMA uplink. PIMRC (2015)
Hieu Le, Arash Behboodi, Adam Wolisz
Dynamic Resource Allocation in OFDMA Uplink for MAI Mitigation and Throughput Improvement. VTC Fall (2014)
Hieu Le, Daniel Willkomm, Adam Wolisz
Optimizing user throughput with the consideration of multiple access interference in the OFDMA uplink. IWCMC (2013)
Md. Yusuf Sarwar Uddin, Md. Tanvir Al Amin, Hieu Le, Tarek F. Abdelzaher, Boleslaw K. Szymanski, Tommy Nguyen
On diversifying source selection in social sensing. INSS (2012)
Hieu Le, Gary Vrooman, Philip Klahr, David Coles, Michael Stoler
Expert Investigation and Recovery of Telecommunication Charges. IAAI (1994)