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Variational Recurrent Models for Solving Partially Observable Control Tasks.
Dongqi Han, Kenji Doya, Jun Tani: Variational Recurrent Models for Solving Partially Observable Control Tasks. CoRR abs/1912.10703 (2019)
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Gap-Increasing Policy Evaluation for Efficient and Noise-Tolerant...
Tadashi Kozuno, Dongqi Han, Kenji Doya: Gap-Increasing Policy Evaluation for Efficient and Noise-Tolerant Reinforcement Learning. CoRR abs/1906.07586 (2019)
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Emergence of Hierarchy via Reinforcement Learning Using a Multiple Timescale...
Dongqi Han, Kenji Doya, Jun Tani: Emergence of Hierarchy via Reinforcement Learning Using a Multiple Timescale Stochastic RNN. CoRR abs/1901.10113 (2019)
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Lamina-specific neuronal properties promote robust, stable signal propagation...
Dongqi Han, Erik De Schutter, Sungho Hong: Lamina-specific neuronal properties promote robust, stable signal propagation in feedforward networks. CoRR abs/2010.12127 (2020)
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Practical Traffic-space Adversarial Attacks on Learning-based NIDSs.
Dongqi Han, Zhiliang Wang, Ying Zhong, Wenqi Chen, Jiahai Yang, Shuqiang Lu, Xingang Shi, Xia Yin: Practical Traffic-space Adversarial Attacks on Learning-based NIDSs. CoRR abs/2005.07519 (2020)
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Lamina-specific neuronal properties promote robust, stable signal propagation...
Dongqi Han, Erik De Schutter, Sungho Hong: Lamina-specific neuronal properties promote robust, stable signal propagation in feedforward networks. NeurIPS 2020
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Variational Recurrent Models for Solving Partially Observable Control Tasks.
Dongqi Han, Kenji Doya, Jun Tani: Variational Recurrent Models for Solving Partially Observable Control Tasks. ICLR 2020
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Exploring Video Conferencing for Doctor Appointments in the Home: A...
Dongqi Han, Yasamin Heshmat, Carman Neustaedter: Exploring Video Conferencing for Doctor Appointments in the Home: A Scenario-Based Approach from Patients' Perspectives. Graphics Interface 2020: 17-27
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Concerns of Primary Care Physicians for Video-Based Visits.
Dongqi Han, Carman Neustaedter, Zixuan Tan: Concerns of Primary Care Physicians for Video-Based Visits. CHI Extended Abstracts 2020: 1-7
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Self-organization of action hierarchy and compositionality by reinforcement...
Dongqi Han, Kenji Doya, Jun Tani: Self-organization of action hierarchy and compositionality by reinforcement learning with recurrent neural networks. Neural Networks 129: 149-162 (2020)
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A multidimensional chaotic image encryption algorithm based on the region of...
Yang Liu, Jindong Zhang, Dongqi Han, Peibin Wu, Yiding Sun, Young Shik Moon: A multidimensional chaotic image encryption algorithm based on the region of interest. Multim. Tools Appl. 79(25-26):...
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Real-time feedback watermarking authentication scheme for streaming media.
Dongqi Han, Jindong Zhang, Yang Liu, Peibin Wu, Yiding Sun: Real-time feedback watermarking authentication scheme for streaming media. Multim. Tools Appl. 79(17-18): 12699-12725 (2020)
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threaTrace: Detecting and Tracing Host-based Threats in Node Level Through...
Su Wang, Zhiliang Wang, Tao Zhou, Xia Yin, Dongqi Han, Han Zhang, Hongbin Sun, Xingang Shi, Jiahai Yang: threaTrace: Detecting and Tracing Host-based Threats in Node Level Through Provenance Graph...
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DeepAID: Interpreting and Improving Deep Learning-based Anomaly Detection in...
Dongqi Han, Zhiliang Wang, Wenqi Chen, Ying Zhong, Su Wang, Han Zhang, Jiahai Yang, Xingang Shi, Xia Yin: DeepAID: Interpreting and Improving Deep Learning-based Anomaly Detection in Security...
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Goal-Directed Planning by Reinforcement Learning and Active Inference.
Dongqi Han, Kenji Doya, Jun Tani: Goal-Directed Planning by Reinforcement Learning and Active Inference. CoRR abs/2106.09938 (2021)
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Learning Memory-Dependent Continuous Control from Demonstrations.
Siqing Hou, Dongqi Han, Jun Tani: Learning Memory-Dependent Continuous Control from Demonstrations. CoRR abs/2102.09208 (2021)
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ADSIM: Network Anomaly Detection via Similarity-aware Heterogeneous Ensemble...
Wenqi Chen, Zhiliang Wang, Ying Zhong, Dongqi Han, Chenxin Duan, Xia Yin, Jiahai Yang, Xingang Shi: ADSIM: Network Anomaly Detection via Similarity-aware Heterogeneous Ensemble Learning. IM 2021: 608-612
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DeepAID: Interpreting and Improving Deep Learning-based Anomaly Detection in...
Dongqi Han, Zhiliang Wang, Wenqi Chen, Ying Zhong, Su Wang, Han Zhang, Jiahai Yang, Xingang Shi, Xia Yin: DeepAID: Interpreting and Improving Deep Learning-based Anomaly Detection in Security...
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Evaluating and Improving Adversarial Robustness of Machine Learning-Based...
Dongqi Han, Zhiliang Wang, Ying Zhong, Wenqi Chen, Jiahai Yang, Shuqiang Lu, Xingang Shi, Xia Yin: Evaluating and Improving Adversarial Robustness of Machine Learning-Based Network Intrusion Detectors....
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ROV-MI: Large-Scale, Accurate and Efficient Measurement of ROV Deployment.
Wenqi Chen, Zhiliang Wang, Dongqi Han, Chenxin Duan, Xia Yin, Jiahai Yang, Xingang Shi: ROV-MI: Large-Scale, Accurate and Efficient Measurement of ROV Deployment. NDSS 2022
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