Dongqi Han

1. Variational Recurrent Models for Solving Partially Observable Control Tasks
   2019/12/23 by Dongqi Han, Han, Dongqi, Kenji Doya +3 · 5 citations
   Computer Science · Engineering · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Evaluating and Improving Adversarial Robustness of Machine Learning-Based Network Intrusion Detectors
   2021/08/01 by Dongqi Han, Zhiliang Wang, Ying Zhong +5 · 3 citations
3. Efficient and Effective Time-Series Forecasting with Spiking Neural Networks
   2024/02/02 by Changze Lv, Lv, Changze, Yansen Wang +9 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Time Series Analysis and Forecasting
4. Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs
   2025/05/19 by Zhihe Yang, Xufang Luo, Yang, Zhihe +11 · 11 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
5. Explainable and Transferable Adversarial Attack for ML-Based Network Intrusion Detectors
   2024/01/19 by Hangsheng Zhang, Dongqi Han, Zhang, Hangsheng +13 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI)
6. Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators
   2024/05/23 by Changze Lv, Lv, Changze, Dongqi Han +9 · 2 citations
   Computer Science · Engineering · Neuroscience · #Neural Networks and Applications #Advanced Memory and Neural Computing #Neural dynamics and brain function
7. Habitizing Diffusion Planning for Efficient and Effective Decision Making
   2025/02/10 by Haofei Lu, Yifei Shen, Lu, Haofei +7 · 3 citations
   Decision Sciences · #Complex Systems and Decision Making
8. AdaMedGraph: Adaboosting Graph Neural Networks for Personalized Medicine
   2023/11/24 by Jie Lian, Xufang Luo, Lian, Jie +9 · 1 citation
   Computer Science · Health Professions · Medicine · #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
9. VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL
   2025/10/02 by K.S. Park, Yifan Yang, Park, Kyoungjun +15 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
10. Toward Relative Positional Encoding in Spiking Transformers
    2025/01/28 by Changze Lv, Lv, Changze, Yansen Wang +11 · 1 citation
    Engineering · #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Robotics and Automated Systems