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Kwei-Herng (Henry) Lai
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Year
Revisiting Time Series Outlier Detection: Definitions and Benchmarks
KH Lai, D Zha, J Xu, Y Zhao, G Wang, X Hu
Advances in Neural Information Processing Systems (NeurIPS), Track on …, 2021
1512021
Data-centric artificial intelligence: A survey
D Zha, ZP Bhat, KH Lai, F Yang, Z Jiang, S Zhong, X Hu
arXiv preprint arXiv:2303.10158, 2023
1482023
Experience replay optimization
D Zha, KH Lai, K Zhou, X Hu
arXiv preprint arXiv:1906.08387, 2019
1322019
Policy-gnn: Aggregation optimization for graph neural networks
KH Lai, D Zha, K Zhou, X Hu
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
972020
Meta-AAD: Active anomaly detection with deep reinforcement learning
D Zha, KH Lai, M Wan, X Hu
2020 IEEE International Conference on Data Mining (ICDM), 771-780, 2020
782020
Tods: An automated time series outlier detection system
KH Lai, D Zha, G Wang, J Xu, Y Zhao, D Kumar, Y Chen, P Zumkhawaka, ...
Proceedings of the aaai conference on artificial intelligence 35 (18), 16060 …, 2021
722021
Data-centric ai: Perspectives and challenges
D Zha, ZP Bhat, KH Lai, F Yang, X Hu
Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023
672023
Rlcard: A toolkit for reinforcement learning in card games
D Zha, KH Lai, Y Cao, S Huang, R Wei, J Guo, X Hu
arXiv preprint arXiv:1910.04376, 2019
642019
Dual policy distillation
KH Lai, D Zha, Y Li, X Hu
arXiv preprint arXiv:2006.04061, 2020
522020
RLCard: a platform for reinforcement learning in card games
D Zha, KH Lai, S Huang, Y Cao, K Reddy, J Vargas, A Nguyen, R Wei, ...
Proceedings of the twenty-ninth international conference on international …, 2021
292021
Towards similarity-aware time-series classification
D Zha, KH Lai, K Zhou, X Hu
Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2022
272022
Dreamshard: Generalizable embedding table placement for recommender systems
D Zha, L Feng, Q Tan, Z Liu, KH Lai, B Bhushanam, Y Tian, A Kejariwal, ...
Advances in Neural Information Processing Systems 35, 15190-15203, 2022
222022
Towards automated imbalanced learning with deep hierarchical reinforcement learning
D Zha, KH Lai, Q Tan, S Ding, N Zou, XB Hu
Proceedings of the 31st ACM International Conference on Information …, 2022
192022
Simplifying deep reinforcement learning via self-supervision
D Zha, KH Lai, K Zhou, X Hu
arXiv preprint arXiv:2106.05526, 2021
162021
Adversarial graph perturbations for recommendations at scale
H Chen, K Zhou, KH Lai, X Hu, F Wang, H Yang
Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022
132022
Autovideo: An automated video action recognition system
D Zha, ZP Bhat, YW Chen, Y Wang, S Ding, J Chen, KH Lai, MQ Bhat, ...
arXiv preprint arXiv:2108.04212, 2021
132021
Data-centric ai: Techniques and future perspectives
D Zha, KH Lai, F Yang, N Zou, H Gao, X Hu
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
72023
Context-aware domain adaptation for time series anomaly detection
KH Lai, L Wang, H Chen, K Zhou, F Wang, H Yang, X Hu
Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023
72023
Mitigating relational bias on knowledge graphs
YN Chuang, KH Lai, R Tang, M Du, CY Chang, N Zou, X Hu
arXiv preprint arXiv:2211.14489, 2022
72022
DiscoverPath: A knowledge refinement and retrieval system for interdisciplinarity on biomedical research
YN Chuang, G Wang, CY Chang, KH Lai, D Zha, R Tang, F Yang, ...
Proceedings of the 32nd ACM International Conference on Information and …, 2023
52023
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