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Hsi-Wen Chen
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Year
Disrupting image-translation-based deepfake algorithms with adversarial attacks
CY Yeh, HW Chen, SL Tsai, SD Wang
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
792020
Attack as the best defense: Nullifying image-to-image translation gans via limit-aware adversarial attack
CY Yeh, HW Chen, HH Shuai, DN Yang, MS Chen
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
212021
Pgada: perturbation-guided adversarial alignment for few-shot learning under the support-query shift
S Jiang, W Ding, HW Chen, MS Chen
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 3-15, 2022
82022
On influencing the influential: Disparity seeding
YW Teng, HW Chen, DN Yang, YA Pignolet, TW Li, L Chen
Proceedings of the 30th ACM International Conference on Information …, 2021
72021
Structure-aware parameter-free group query via heterogeneous information network transformer
HW Chen, HH Shuai, DN Yang, WC Lee, C Shi, SY Philip, MS Chen
2021 IEEE 37th International Conference on Data Engineering (ICDE), 2075-2080, 2021
72021
Incremental reinforcement learning with dual-adaptive ε-greedy exploration
W Ding, S Jiang, HW Chen, MS Chen
Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 7387-7395, 2023
52023
Planning data poisoning attacks on heterogeneous recommender systems in a multiplayer setting
CY Yeh, HW Chen, DN Yang, WC Lee, SY Philip, MS Chen
2023 IEEE 39th International Conference on Data Engineering (ICDE), 2510-2523, 2023
52023
Dataflow systolic array implementations of exploring dual-triangular structure in QR decomposition using high-level synthesis
S Jiang, HW Chen, MS Chen
2021 International Conference on Field-Programmable Technology (ICFPT), 1-4, 2021
42021
Cminet: a graph learning framework for content-aware multi-channel influence diffusion
HW Chen, DN Yang, WC Lee, PS Yu, MS Chen
Proceedings of the ACM Web Conference 2023, 545-555, 2023
32023
Dual Adversarial Alignment for Realistic Support-Query Shift Few-shot Learning
S Jiang, R Fang, HW Chen, W Ding, MS Chen
arXiv preprint arXiv:2309.02088, 2023
22023
Random walk conformer: learning graph representation from long and short range
PK Yeh, HW Chen, MS Chen
Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 10936 …, 2023
22023
Post-it: augmented reality based group recommendation with item replacement
WP Wang, HW Chen, DN Yang, MS Chen
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 17-29, 2023
22023
Dual-Triangular QR Decomposition with Global Acceleration and Partially Q-Rotation Skipping
R Fang, S Jiang, HW Chen, W Ding, MS Chen
2022 International Conference on Field-Programmable Technology (ICFPT), 1-4, 2022
22022
Quality-aware streaming network embedding with memory refreshing
HW Chen, HH Shuai, SD Wang, DN Yang
Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia …, 2020
12020
In Anticipation of Perfect Deepfake: Identity-anchored Artifact-agnostic Detection under Rebalanced Deepfake Detection Protocol
WH Wang, CY Yeh, HW Chen, DN Yang, MS Chen
arXiv preprint arXiv:2405.00483, 2024
2024
Construct a Secure CNN Against Gradient Inversion Attack
YH Liu, YC Shen, HW Chen, MS Chen
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 250-261, 2024
2024
SPACE: single-round participant amalgamation for contribution evaluation in federated learning
YC Chen, HW Chen, SG Wang, MS Chen
Advances in Neural Information Processing Systems 36, 2024
2024
A Unified Seeding Framework
YW Teng, HW Chen, DN Yang, YA Pignolet, TW Li, L Chen
arXiv preprint arXiv:2011.08946, 2020
2020
PRADA: Perturbation-Guided Adversarial Data Generation for Few-shot Learning Under Support-Query Shift
S Jiang, W Ding, HW Chen, MS Chen
On Reconstructability of Graph Neural Networks
HW Chen, DN Yang, HH Shuai, WC Lee, MS Chen
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