東京大学 情報理工学系研究科 コンピュータ科学専攻 中田研究室のメンバー
・Tran Van Sang (チャンヴァンサン): 博士３年生
Publication list:
- (To be published) Tran Van Sang, Ryosuke Kobayashi, Shigetomi Rie Yamaguchi, Toshiyuki Nakata, “Evaluating the Performance Acceleration of Generalized Linear Solver using Normal Equation on Three Architectures for Tall Skinny Datasets”, IEEE Xplore The 2022 International Conference on Computational Science and Computational Intelligence (CSCI’22)
- (To be published) Tran Van Sang, Mhd Irvan, Shigetomi Rie Yamaguchi, Toshiyuki Nakata, “Component-Wise Natural Gradient Descent on Deep Neural Networks” IEEE Xplore The 2022 International Conference on Computational Science and Computational Intelligence (CSCI’22)
- (To be published) Tran Van Sang, Mhd Irvan, Shigetomi Rie Yamaguchi, Toshiyuki Nakata, “Component-Wise Natural Gradient Descent – An Efficient Neural Network Optimization” IEEE Xplore 2022 The Tenth International Symposium on Computing and Networking (CANDAR), 2022
- Tran Phuong Thao, Yukiko Sawaya, Hoang-Quoc Nguyen-Son, Akira Yamada, Ayumu Kubota, Sang Tran Van and Rie Shigetomi Yamaguchi, “Human Factors in Homograph Attack Recognition”, 18th International Conference on Applied Cryptography and Network Security (ACNS’20), Rome, Italy, June 22-25, 2020, long paper.
- Tran Van Sang, Tran Phuong Thao, Shigetomi Rie Yamaguchi, Toshiyuki Nakata, “Enhancing Boundary Attack in Adversarial Image Using Square Random Constraint” 2022 Proceedings of the 2021 ACM Workshop on Security and Privacy Analytics (IWSPA). Association for Computing Machinery, 2022, doi: 10.1145/3510548.3519373.
- Tran Van Sang, Tran Phuong Thao, Yamaguchi Rie, Nakata Toshiyuki, “Improving The Decision-Based Adversarial Boundary Attack by Square Masked Movement”, 2021 Proceedings of the Multimedia, Distributed, Cooperative, and Mobile Symposium (DICOMO), 2021.
- Tran Van Sang, Ryosuke Kobayashi, Shigetomi Rie Yamaguchi, Toshiyuki Nakata, “Accelerating Solution of Generalized Linear Models by Solving Normal Equation Using GPGPU on a Large Real-World Tall-Skinny Data Set,” 2019 31st International Symposium on Computer Architecture and High Performance Computing (IEEE SBAC-PAD), 2019, pp. 112-119, doi: 10.1109/SBAC-PAD.2019.00029.
- Tran Van Sang, Kobayashi Ryosuke, Yamaguchi Rie, Nakata Toshiyuki, “A Research on Big Data and AI Analysis Algorithm Optimization Using GPUs”, 2018 Proceedings of the Multimedia, Distributed, Cooperative, and Mobile Symposium (DICOMO), 2018.