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Daochen Zha
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Cited by
Year
Towards deeper graph neural networks with differentiable group normalization
K Zhou, X Huang, Y Li, D Zha, R Chen, X Hu
NeurIPS, 2020
1962020
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
1532023
Revisiting Time Series Outlier Detection: Definitions and Benchmarks
KH Lai, D Zha, J Xu, Y Zhao, G Wang, X Hu
NeurIPS, 2021
1522021
Experience replay optimization
D Zha, KH Lai, K Zhou, X Hu
IJCAI, 2019
1322019
DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning
D Zha, J Xie, W Ma, S Zhang, X Lian, X Hu, J Liu
ICML, 2021
1192021
Dirichlet energy constrained learning for deep graph neural networks
K Zhou, X Huang, D Zha, R Chen, L Li, SH Choi, X Hu
Advances in Neural Information Processing Systems 34, 21834-21846, 2021
982021
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
In-processing modeling techniques for machine learning fairness: A survey
M Wan, D Zha, N Liu, N Zou
ACM Transactions on Knowledge Discovery from Data 17 (3), 1-27, 2023
942023
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
87*2021
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, ...
AAAI, 2020
732020
Data-centric AI: Perspectives and Challenges
D Zha, ZP Bhat, KH Lai, F Yang, X Hu
arXiv preprint arXiv:2301.04819, 2023
672023
Pyodds: An end-to-end outlier detection system with automated machine learning
Y Li, D Zha, P Venugopal, N Zou, X Hu
Companion Proceedings of the Web Conference 2020, 153-157, 2020
58*2020
Dual policy distillation
KH Lai*, D Zha*, Y Li, X Hu
IJCAI, 2020
542020
Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments
D Zha, W Ma, L Yuan, X Hu, J Liu
ICLR, 2021
522021
Automated Anomaly Detection via Curiosity-Guided Search and Self-Imitation Learning
Y Li, Z Chen, D Zha, K Zhou, H Jin, H Chen, X Hu
IEEE Transactions on Neural Networks and Learning Systems, 2021
48*2021
Multi-label dataless text classification with topic modeling
D Zha, C Li
Knowledge and Information Systems 61, 137-160, 2019
482019
Chaos: An SDN-based moving target defense system
Y Shi, H Zhang, J Wang, F Xiao, J Huang, D Zha, H Hu, F Yan, B Zhao
Security and Communication Networks 2017, 2017
442017
Multi-channel graph neural networks
K Zhou, Q Song, X Huang, D Zha, N Zou, X Hu
Proceedings of the Twenty-Ninth International Conference on International …, 2021
43*2021
Understanding information seeking in digital libraries: antecedents and consequences
X Zha, W Wang, Y Yan, J Zhang, D Zha
Aslib Journal of Information Management, 2015
412015
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