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Hieu Le
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2020 – today
- 2024
- [j5]Nikita Durasov, Nik Dorndorf, Hieu Le, Pascal Fua:
ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference. Trans. Mach. Learn. Res. 2024 (2024) - [c25]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 - [c24]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: 7:1-7:9 - [i21]Nikita Durasov, Doruk Öner, Jonathan Donier, Hieu Le, Pascal Fua:
Enabling Uncertainty Estimation in Iterative Neural Networks. CoRR abs/2403.16732 (2024) - [i20]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 abs/2404.10730 (2024) - [i19]Vuong Dinh An, Minh Nhat Vu, Baoru Huang, Nghia Nguyen, Hieu Le, Thieu Vo, Anh Nguyen:
Language-driven Grasp Detection. CoRR abs/2406.09489 (2024) - [i18]Prantik Howlader, Srijan Das, Hieu Le, Dimitris Samaras:
Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier. CoRR abs/2407.04036 (2024) - [i17]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 abs/2407.08659 (2024) - 2023
- [j4]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): 197-216 (2023) - [c23]Jingyi Xu, Hieu Le, Vu Nguyen, Viresh Ranjan, Dimitris Samaras:
Zero-Shot Object Counting. CVPR 2023: 15548-15557 - [c22]Jingyi Xu, Hieu Le, Dimitris Samaras:
Generating Features with Increased Crop-Related Diversity for Few-Shot Object Detection. CVPR 2023: 19713-19722 - [c21]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: 1-6 - [c20]Hieu Le, Salma Elmalaki, Athina Markopoulou, Zubair Shafiq:
AutoFR: Automated Filter Rule Generation for Adblocking. USENIX Security Symposium 2023: 7535-7552 - [c19]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: 1980-1989 - [c18]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: 231-236 - [i16]Jingyi Xu, Hieu Le, Vu Nguyen, Viresh Ranjan, Dimitris Samaras:
Zero-shot Object Counting. CoRR abs/2303.02001 (2023) - [i15]Jingyi Xu, Hieu Le, Dimitris Samaras:
Generating Features with Increased Crop-related Diversity for Few-Shot Object Detection. CoRR abs/2304.05096 (2023) - [i14]Hieu Le, Hernán Santos, Jian Tao:
Hierarchical Autoencoder-based Lossy Compression for Large-scale High-resolution Scientific Data. CoRR abs/2307.04216 (2023) - [i13]Jingyi Xu, Hieu Le, Dimitris Samaras:
Learning from Pseudo-labeled Segmentation for Multi-Class Object Counting. CoRR abs/2307.07677 (2023) - [i12]Hieu Le, Nicolas Talabot, Jiancheng Yang, Pascal Fua:
Enforcing Topological Interaction between Implicit Surfaces via Uniform Sampling. CoRR abs/2307.08716 (2023) - [i11]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 abs/2309.09818 (2023) - [i10]Jingyi Xu, Hieu Le, Dimitris Samaras:
Zero-Shot Object Counting with Language-Vision Models. CoRR abs/2309.13097 (2023) - 2022
- [j3]Hieu Le, Dimitris Samaras:
Physics-Based Shadow Image Decomposition for Shadow Removal. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 9088-9101 (2022) - [c17]Jingyi Xu, Hieu Le:
Generating Representative Samples for Few-Shot Classification. CVPR 2022: 8993-9003 - [c16]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: 254-262 - [c15]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: 1-7 - [c14]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: 3789-3806 - [c13]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:
Benchmarking the Performance of Accelerators on National Cyberinfrastructure Resources for Artificial Intelligence / Machine Learning Workloads. PEARC 2022: 19:1-19:9 - [i9]Hieu Le, Hans Walker, Dung N. Tran, Peter Chin:
Corrupting Data to Remove Deceptive Perturbation: Using Preprocessing Method to Improve System Robustness. CoRR abs/2201.01399 (2022) - [i8]Hieu Le, Salma Elmalaki, Athina Markopoulou, Zubair Shafiq:
AutoFR: Automated Filter Rule Generation for Adblocking. CoRR abs/2202.12872 (2022) - [i7]Jingyi Xu, Hieu Le:
Generating Representative Samples for Few-Shot Classification. CoRR abs/2205.02918 (2022) - [i6]Hieu Le, Taufiq Husada Daryanto, Fabian Zhafransyah, Derry Wijaya, Elizabeth Coppock, Sang Chin:
Referring Expressions with Rational Speech Act Framework: A Probabilistic Approach. CoRR abs/2205.07795 (2022) - [i5]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 abs/2210.04615 (2022) - 2021
- [c12]Hieu Le, Andrew Wood, Sylee Dandekar, Peter Chin:
Neural Network Optimization with Biologically Inspired Low-Dimensional Manifold Learning. CSCI 2021: 8-13 - [c11]Hieu Le, Hans Walker, Dung N. Tran, Peter Chin:
Corrupting Data to Remove Deceptive Perturbation: Using Preprocessing Method to Improve System Robustness. CSCI 2021: 1594-1599 - [c10]Jingyi Xu, Hieu Le, Mingzhen Huang, ShahRukh Athar, Dimitris Samaras:
Variational Feature Disentangling for Fine-Grained Few-Shot Classification. ICCV 2021: 8792-8801 - [c9]Hieu Le, Athina Markopoulou, Zubair Shafiq:
CV-Inspector: Towards Automating Detection of Adblock Circumvention. NDSS 2021 - [i4]Rahmadi Trimananda, Hieu Le, Hao Cui, Janice Tran Ho, Anastasia Shuba, Athina Markopoulou:
Auditing Network Traffic and Privacy Policies in Oculus VR. CoRR abs/2106.05407 (2021) - 2020
- [j2]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): 129-154 (2020) - [j1]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): 253 (2020)
2010 – 2019
- 2019
- [c8]Thang Bui, Scott D. Stoller, Hieu Le:
Efficient and Extensible Policy Mining for Relationship-Based Access Control. SACMAT 2019: 161-172 - [i3]Thang Bui, Scott D. Stoller, Hieu Le:
Efficient and Extensible Policy Mining for Relationship-Based Access Control. CoRR abs/1903.07530 (2019) - [i2]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 abs/1911.03447 (2019) - 2018
- [i1]Anastasia Shuba, Evita Bakopoulou, Milad Asgari Mehrabadi, Hieu Le, David R. Choffnes, Athina Markopoulou:
AntShield: On-Device Detection of Personal Information Exposure. CoRR abs/1803.01261 (2018) - 2017
- [c7]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: 125-134 - [c6]Hieu Le, Konstantin Miller, Arash Behboodi, Adam Wolisz:
Layer approach for HTTP-based low-delay adaptive streaming in mobile networks. WoWMoM 2017: 1-9 - 2015
- [c5]Hieu Le, Arash Behboodi, Adam Wolisz:
Quality driven resource allocation for adaptive video streaming in OFDMA uplink. PIMRC 2015: 1277-1282 - 2014
- [c4]Hieu Le, Arash Behboodi, Adam Wolisz:
Dynamic Resource Allocation in OFDMA Uplink for MAI Mitigation and Throughput Improvement. VTC Fall 2014: 1-5 - 2013
- [c3]Hieu Le, Daniel Willkomm, Adam Wolisz:
Optimizing user throughput with the consideration of multiple access interference in the OFDMA uplink. IWCMC 2013: 889-894 - 2012
- [b1]Hieu Le:
Efficient data to decision pipelines for embedded and social sensing. University of Illinois Urbana-Champaign, USA, 2012 - [c2]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: 1-8
1990 – 1999
- 1994
- [c1]Hieu Le, Gary Vrooman, Philip Klahr, David Coles, Michael Stoler:
Expert Investigation and Recovery of Telecommunication Charges. IAAI 1994
Coauthor Index
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last updated on 2024-08-17 23:41 CEST by the dblp team
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