Hieu Le

According to our database, Hieu Le authored at least 37 papers between 1994 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enabling Uncertainty Estimation in Iterative Neural Networks.

Nikita Durasov, Doruk Öner, Jonathan Donier, Hieu Le, Pascal Fua

CoRR, 2024

2023

A Graph-Based Topic Modeling Approach to Detection of Irrelevant Citations.

Phu Pham, Hieu Le, Nguyen Thanh Tam, Quang-Dieu Tran

Vietnam. J. Comput. Sci., May, 2023

Zero-Shot Object Counting with Language-Vision Models.

Jingyi Xu, Hieu Le, Dimitris Samaras

CoRR, 2023

Grasp-Anything: Large-scale Grasp Dataset from Foundation Models.

Vuong Dinh An, Minh Nhat Vu, Hieu Le, Baoru Huang, Binh Huynh, Thieu Vo, Andreas Kugi, Anh Nguyen

CoRR, 2023

Enforcing Topological Interaction between Implicit Surfaces via Uniform Sampling.

Hieu Le, Nicolas Talabot, Jiancheng Yang, Pascal Fua

CoRR, 2023

Learning from Pseudo-labeled Segmentation for Multi-Class Object Counting.

Jingyi Xu, Hieu Le, Dimitris Samaras

CoRR, 2023

Hierarchical Autoencoder-based Lossy Compression for Large-scale High-resolution Scientific Data.

Hieu Le, Hernán Santos, Jian Tao

CoRR, 2023

Porting AI/ML Models to Intelligence Processing Units (IPUs).

Abhinand Nasari, Lujun Zhai, Zhenhua He, Hieu Le, Suxia Cui, Dhruva Chakravorty, Jian Tao, Honggao Liu

Proceedings of the Practice and Experience in Advanced Research Computing, 2023

EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification.

Tien-Phat Nguyen, Trong-Thang Pham, Tri Nguyen, Hieu Le, Dung Nguyen, Hau Lam, Phong Nguyen, Jennifer Fowler, Minh-Triet Tran, Ngan Le

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

AutoFR: Automated Filter Rule Generation for Adblocking.

Hieu Le, Salma Elmalaki, Athina Markopoulou, Zubair Shafiq

Proceedings of the 32nd USENIX Security Symposium, 2023

Development of a Training Framework for Novel Accelerators.

Zhenhua He, Sandra B. Nite, Joshua Winchell, Abhinand Nasari, Hieu Le, Jiao Tao, Dhruva Chakravorty, Lisa Perez, Honggao Liu

Proceedings of the IEEE Frontiers in Education Conference, 2023

Generating Features with Increased Crop-Related Diversity for Few-Shot Object Detection.

Jingyi Xu, Hieu Le, Dimitris Samaras

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Zero-Shot Object Counting.

Jingyi Xu, Hieu Le, Vu Nguyen, Viresh Ranjan, Dimitris Samaras

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Physics-Based Shadow Image Decomposition for Shadow Removal.

Hieu Le, Dimitris Samaras

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Referring Expressions with Rational Speech Act Framework: A Probabilistic Approach.

Hieu Le, Taufiq Husada Daryanto, Fabian Zhafransyah, Derry Wijaya, Elizabeth Coppock, Sang Chin

CoRR, 2022

Corrupting Data to Remove Deceptive Perturbation: Using Preprocessing Method to Improve System Robustness.

Hieu Le, Hans Walker, Dung N. Tran, Peter Chin

CoRR, 2022

Benchmarking the Performance of Accelerators on National Cyberinfrastructure Resources for Artificial Intelligence / Machine Learning Workloads.

Abhinand Nasari, Hieu Le, Richard Lawrence, Zhenhua He, Xin Yang, Mario Krell, Alex Tsyplikhin, Mahidhar Tatineni, Tim Cockerill, Lisa M. Perez, Dhruva Chakravorty, Honggao Liu

Proceedings of the PEARC '22: Practice and Experience in Advanced Research Computing, Boston, MA, USA, July 10, 2022

OVRseen: Auditing Network Traffic and Privacy Policies in Oculus VR.

Rahmadi Trimananda, Hieu Le, Hao Cui, Janice Tran Ho, Anastasia Shuba, Athina Markopoulou

Proceedings of the 31st USENIX Security Symposium, 2022

TF-GeneNAS: An evolution-based training-free approach to Neural Architecture Search.

Long Doan, Hieu Le, Huy Dang, Long Tran, Dao Long, Hai Minh Nguyen, Hanh Pham, Nam Nguyen, Ngoc Hoang Luong, Huynh Thi Thanh Binh

Proceedings of the International Joint Conference on Neural Networks, 2022

Semi-supervised Adversarial Text Generation based on Seq2Seq models.

Hieu Le, Dieu-Thu Le, Verena Weber, Chris Church, Kay Rottmann, Melanie Bradford, Peter Chin

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

Generating Representative Samples for Few-Shot Classification.

Jingyi Xu, Hieu Le

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Auditing Network Traffic and Privacy Policies in Oculus VR.

Rahmadi Trimananda, Hieu Le, Hao Cui, Janice Tran Ho, Anastasia Shuba, Athina Markopoulou

CoRR, 2021

CV-Inspector: Towards Automating Detection of Adblock Circumvention.

Hieu Le, Athina Markopoulou, Zubair Shafiq

Proceedings of the 28th Annual Network and Distributed System Security Symposium, 2021

Variational Feature Disentangling for Fine-Grained Few-Shot Classification.

Jingyi Xu, Hieu Le, Mingzhen Huang, ShahRukh Athar, Dimitris Samaras

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Security and Privacy Issues in Deep Learning: A Brief Review.

Trung Ha, Tran Khanh Dang, Hieu Le, Tuan Anh Truong

SN Comput. Sci., 2020

The TV is Smart and Full of Trackers: Measuring Smart TV Advertising and Tracking.

Janus Varmarken, Hieu Le, Anastasia Shuba, Athina Markopoulou, Zubair Shafiq

Proc. Priv. Enhancing Technol., 2020

2019

The TV is Smart and Full of Trackers: Towards Understanding the Smart TV Advertising and Tracking Ecosystem.

Janus Varmarken, Hieu Le, Anastasia Shuba, Zubair Shafiq, Athina Markopoulou

CoRR, 2019

Efficient and Extensible Policy Mining for Relationship-Based Access Control.

Thang Bui, Scott D. Stoller, Hieu Le

Proceedings of the 24th ACM Symposium on Access Control Models and Technologies, 2019

2018

AntShield: On-Device Detection of Personal Information Exposure.

Anastasia Shuba, Evita Bakopoulou, Milad Asgari Mehrabadi, Hieu Le, David R. Choffnes, Athina Markopoulou

CoRR, 2018

2017

Layer approach for HTTP-based low-delay adaptive streaming in mobile networks.

Hieu Le, Konstantin Miller, Arash Behboodi, Adam Wolisz

Proceedings of the 18th IEEE International Symposium on A World of Wireless, 2017

Multiple Peer Chord Rings Approach for Device Discovery in IoT Environment.

Binh Minh Nguyen, Hong-Nhat Quoc Hoang, Ladislav Hluchý, Tuyet-Trinh Vu, Hieu Le

Proceedings of the 14th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2017) / 12th International Conference on Future Networks and Communications (FNC 2017) / Affiliated Workshops, 2017

2015

Quality driven resource allocation for adaptive video streaming in OFDMA uplink.

Hieu Le, Arash Behboodi, Adam Wolisz

Proceedings of the 26th IEEE Annual International Symposium on Personal, 2015

2014

Dynamic Resource Allocation in OFDMA Uplink for MAI Mitigation and Throughput Improvement.

Hieu Le, Arash Behboodi, Adam Wolisz

Proceedings of the IEEE 80th Vehicular Technology Conference, 2014

2013

Optimizing user throughput with the consideration of multiple access interference in the OFDMA uplink.

Hieu Le, Daniel Willkomm, Adam Wolisz

Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013

2012

Efficient data to decision pipelines for embedded and social sensing

Hieu Le

PhD thesis, 2012

On diversifying source selection in social sensing.

Md. Yusuf Sarwar Uddin, Md. Tanvir Al Amin, Hieu Le, Tarek F. Abdelzaher, Boleslaw K. Szymanski, Tommy Nguyen

Proceedings of the Ninth International Conference on Networked Sensing, 2012

1994

Expert Investigation and Recovery of Telecommunication Charges.

Hieu Le, Gary Vrooman, Philip Klahr, David Coles, Michael Stoler

Proceedings of the Sixth Annual Conference on Innovative Applications of Artificial Intelligence, 1994