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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
992020
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
272021
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
102022
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
82021
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
72023
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
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
62023
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
62023
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
62021
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
32023
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
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
22024
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
Evaluating Adversarial Robustness in the Spatial Frequency Domain
KH Liao, CY Yeh, HW Chen, MS Chen
arXiv preprint arXiv:2405.06345, 2024
2024
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
BiLEE: Bi-Level Early Exiting for Generative Document Retrieval
R Fang, CY Yeh, HW Chen, MS Chen
ECAI, 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
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