Dongqi Han

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 41

Top Topics

Reinforcement Learning

Image Encryption Algorithm

Anomaly Detection

Top Venues

Multim. Tools Appl.

Publications

Changze Lv, Dongqi Han, Yansen Wang, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators. CoRR (2024)
Yifei Shen, Xinyang Jiang, Yezhen Wang, Yifan Yang, Dongqi Han, Dongsheng Li
Understanding Training-free Diffusion Guidance: Mechanisms and Limitations. CoRR (2024)
Wenqi Chen, Zhiliang Wang, Liyuan Chang, Kai Wang, Ying Zhong, Dongqi Han, Chenxin Duan, Xia Yin, Jiahai Yang, Xingang Shi
Network anomaly detection via similarity-aware ensemble learning with ADSim. Comput. Networks 247 (2024)
William Wei Wang, Dongqi Han, Xufang Luo, Dongsheng Li
Addressing Signal Delay in Deep Reinforcement Learning. ICLR (2024)
Hangsheng Zhang, Dongqi Han, Yinlong Liu, Zhiliang Wang, Jiyan Sun, Shangyuan Zhuang, Jiqiang Liu, Jinsong Dong
Explainable and Transferable Adversarial Attack for ML-Based Network Intrusion Detectors. CoRR (2024)
Shangdong Wang, Zhiliang Wang, Chenglong Li, Dongqi Han, Jiahai Yang, Hui Zhang
TrafficSiam: More Realistic Few-shot Website Fingerprinting Attack with Contrastive Learning. NOMS (2024)
Junwen Luo, Chengyong Jiang, Qingyuan Chen, Dongqi Han, Yansen Wang, Biao Yan, Dongsheng Li, Jiayi Zhang
The VEP Booster: A Closed-Loop AI System for Visual EEG Biomarker Auto-generation. CoRR (2024)
Changze Lv, Yansen Wang, Dongqi Han, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
Efficient and Effective Time-Series Forecasting with Spiking Neural Networks. CoRR (2024)
Kai Wang, Zhiliang Wang, Dongqi Han, Wenqi Chen, Jiahai Yang, Xingang Shi, Xia Yin
BARS: Local Robustness Certification for Deep Learning based Traffic Analysis Systems. NDSS (2023)
Dongqi Han, Kenji Doya, Dongsheng Li, Jun Tani
Habits and goals in synergy: a variational Bayesian framework for behavior. CoRR (2023)
Jie Lian, Xufang Luo, Caihua Shan, Dongqi Han, Varut Vardhanabhuti, Dongsheng Li
AdaMedGraph: Adaboosting Graph Neural Networks for Personalized Medicine. CoRR (2023)
Yunhui Zhou, Dongqi Han, Yuguo Yu
Energy-Efficient Visual Search by Eye Movement and Low-Latency Spiking Neural Network. CoRR (2023)
William Wei Wang, Dongqi Han, Xufang Luo, Yifei Shen, Charles Ling, Boyu Wang, Dongsheng Li
Toward Open-ended Embodied Tasks Solving. CoRR (2023)
Dongqi Han, Shangdong Wang, Zhize He, Zhiliang Wang, Wenqi Chen, Chenglong Li, Jiahai Yang, Xingang Shi, Xia Yin
Cutting Onions With Others' Hands: A First Measurement of Tor Proxies in the Wild. IFIP Networking (2023)
Dongqi Han, Denise Y. Geiskkovitch, Ye Yuan, Chelsea Mills, Ce Zhong, Amy Yo Sue Chen, Wolfgang Stuerzlinger, Carman Neustaedter
Dr.'s Eye: The Design and Evaluation of a Video Conferencing System to Support Doctor Appointments in Home Settings. CHI (2023)
Rui Yu, Fei Xiao, Zhiliang Wang, Jiahai Yang, Dongqi Han, Zhihua Wang, Minghui Jin, Chenglong Li, Enhuan Dong, Shutao Xia
Anomaly Detection in Heterogeneous Time Series Data for Server-Monitoring Tasks. ISCC (2023)
Dongqi Han, Zhiliang Wang, Wenqi Chen, Kai Wang, Rui Yu, Su Wang, Han Zhang, Zhihua Wang, Minghui Jin, Jiahai Yang, Xingang Shi, Xia Yin
Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation. NDSS (2023)
Yansen Wang, Xinyang Jiang, Kan Ren, Caihua Shan, Xufang Luo, Dongqi Han, Kaitao Song, Yifei Shen, Dongsheng Li
CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling. ICML (2023)
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)
Dongqi Han, Yasamin Heshmat, Denise Y. Geiskkovitch, Zixuan Tan, Carman Neustaedter
A Scenario-Based Study of Doctors and Patients on Video Conferencing Appointments from Home. ACM Trans. Comput. Hum. Interact. 29 (5) (2022)
Su Wang, Zhiliang Wang, Tao Zhou, Hongbin Sun, Xia Yin, Dongqi Han, Han Zhang, Xingang Shi, Jiahai Yang
THREATRACE: Detecting and Tracing Host-Based Threats in Node Level Through Provenance Graph Learning. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Dongqi Han, Tadashi Kozuno, Xufang Luo, Zhao-Yun Chen, Kenji Doya, Yuqing Yang, Dongsheng Li
Variational oracle guiding for reinforcement learning. ICLR (2022)
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. IEEE J. Sel. Areas Commun. 39 (8) (2021)
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 Applications. CoRR (2021)
Dongqi Han, Kenji Doya, Jun Tani
Goal-Directed Planning by Reinforcement Learning and Active Inference. CoRR (2021)
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 Applications. CCS (2021)
Siqing Hou, Dongqi Han, Jun Tani
Learning Memory-Dependent Continuous Control from Demonstrations. CoRR (2021)
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)
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 Learning. CoRR (2021)
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) (2020)
Dongqi Han, Kenji Doya, Jun Tani
Self-organization of action hierarchy and compositionality by reinforcement learning with recurrent neural networks. Neural Networks 129 (2020)
Dongqi Han, Erik De Schutter, Sungho Hong
Lamina-specific neuronal properties promote robust, stable signal propagation in feedforward networks. CoRR (2020)
Dongqi Han, Kenji Doya, Jun Tani
Variational Recurrent Models for Solving Partially Observable Control Tasks. ICLR (2020)
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) (2020)
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 (2020)
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)
Dongqi Han, Carman Neustaedter, Zixuan Tan
Concerns of Primary Care Physicians for Video-Based Visits. CHI Extended Abstracts (2020)
Dongqi Han, Erik De Schutter, Sungho Hong
Lamina-specific neuronal properties promote robust, stable signal propagation in feedforward networks. NeurIPS (2020)
Dongqi Han, Kenji Doya, Jun Tani
Variational Recurrent Models for Solving Partially Observable Control Tasks. CoRR (2019)
Tadashi Kozuno, Dongqi Han, Kenji Doya
Gap-Increasing Policy Evaluation for Efficient and Noise-Tolerant Reinforcement Learning. CoRR (2019)
Dongqi Han, Kenji Doya, Jun Tani
Emergence of Hierarchy via Reinforcement Learning Using a Multiple Timescale Stochastic RNN. CoRR (2019)