Rui Song

1. TUMTraf V2X Cooperative Perception Dataset
   2024/03/02 by Walter Zimmer, Gerhard Arya Wardana, Zimmer, Walter +9 · 15 citations
   Neuroscience · Computer Science · Engineering · #Brain Tumor Detection and Classification #Image Processing and 3D Reconstruction #Medical Imaging and Analysis
2. A Review on Graph Neural Network Methods in Financial Applications
   2021/11/27 by Jianian Wang, Sheng Zhang, Wang, Jianian +5 · 6 citations
   Computer Science · #Advanced Graph Neural Networks
3. Regulatory eosinophils induce the resolution of experimental arthritis and appear in remission state of human rheumatoid arthritis
   2020/11/04 by Darja Andreev, Mengdan Liu, Katerina Kachler +18 · 1 voice · 27 citations
   Immunology and Microbiology · Medicine · #Asthma and respiratory diseases #Eosinophilic Esophagitis #IL-33, ST2, and ILC Pathways
4. Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework
   2020/02/05 by Chengchun Shi, Xiaoyu Wang, Shi, Chengchun +9 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Mathematics · #Biosimilars and Bioanalytical Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods in Clinical Trials #Viral Infectious Diseases and Gene Expression in Insects
5. AdaptiveWeighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB Images
   2020/05/19 by Jiaojiao Li, Li, Jiaojiao, Chaoxiong Wu +7 · 3 citations
   Engineering · #Advanced Image Fusion Techniques #Remote-Sensing Image Classification #Infrared Target Detection Methodologies
6. An Instrumental Variable Approach to Confounded Off-Policy Evaluation
   2022/12/29 by Xu Yang, Zhu Jin, Xu, Yang +7 · 3 citations
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
7. Metadata-based Multi-Task Bandits with Bayesian Hierarchical Models
   2021/08/13 by Runzhe Wan, Wan, Runzhe, Rui Song +2 · 2 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Recommender Systems and Techniques #Gaussian Processes and Bayesian Inference
8. Further details on inference under right censoring for transformation models with a change-point based on a covariate threshold
   2006/04/03 by Michael R. Kosorok, Kosorok, Michael R., Rui Song +1 · 1 citation
   Mathematics · #62F05 #62G10 #62G20 #62N01 #FOS: Mathematics #Statistical Distribution Estimation and Applications #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
9. Generative AI for Autonomous Driving: Frontiers and Opportunities
   2025/05/13 by Yuping Wang, Shuo Xing, Wang, Yuping +89 · 11 citations
   Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Transportation and Mobility Innovations
10. Sequential Advantage Selection for Optimal Treatment Regimes
    2014/05/20 by Ailin Fan, Wenbin Lu, Fan, Ailin +3 · 1 citation
    Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods in Clinical Trials
11. Role of dopamine projections from ventral tegmental area to nucleus accumbens and medial prefrontal cortex in reinforcement behaviors assessed using optogenetic manipulation
    2017/05/18 by Xiao Han, Man-yi Jing, Tai-yun Zhao +3 · 1 citation
    Neuroscience · Biochemistry, Genetics and Molecular Biology · #Photoreceptor and optogenetics research #Receptor Mechanisms and Signaling #Neural dynamics and brain function
12. LLM4Causal: Democratized Causal Tools for Everyone via Large Language Model
    2023/12/28 by Haitao Jiang, Jiang, Haitao, Ge Lin +7 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
13. Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making
    2020/02/05 by Chengchun Shi, Shi, Chengchun, Runzhe Wan +7 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · Mathematics · #Reinforcement Learning in Robotics #Gene Regulatory Network Analysis #Advanced Causal Inference Techniques
14. Transformation-Invariant Learning of Optimal Individualized Decision Rules with Time-to-Event Outcomes
    2022/04/08 by Yu Zhou, Zhou, Yu, Lan Wang +5 · 1 citation
    Mathematics · Computer Science · #Statistical Methods and Inference #Bayesian Modeling and Causal Inference #Machine Learning and Algorithms
15. Distributed Community Detection in Large Networks
    2022/03/12 by Sheng Zhang, Rui Song, Zhang, Sheng +5 · 1 citation
    Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Computation (stat.CO) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Opinion Dynamics and Social Influence
16. HPRN: Holistic Prior-embedded Relation Network for Spectral Super-Resolution
    2021/12/29 by Chaoxiong Wu, Jiaojiao Li, Wu, Chaoxiong +7 · 1 citation
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
17. Doubly Robust Interval Estimation for Optimal Policy Evaluation in Online Learning
    2021/10/29 by Ye Shen, Shen, Ye, Hengrui Cai +3 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Methodology (stat.ME) #Reinforcement Learning in Robotics #Statistics Theory (math.ST)
18. Federated Learning via Decentralized Dataset Distillation in Resource-Constrained Edge Environments
    2022/08/24 by Rui Song, Dai Liu, Song, Rui +11 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging and Analysis #Privacy-Preserving Technologies in Data
19. Rigidity-Aware Detection for 6D Object Pose Estimation
    2023/03/22 by Yang Hai, Rui Song, Hai, Yang +7 · 1 citation
    Engineering · Computer Science · #Robot Manipulation and Learning #Advanced Neural Network Applications #Robotics and Sensor-Based Localization
20. Statistically Efficient Advantage Learning for Offline Reinforcement Learning in Infinite Horizons
    2022/01/01 by Chengchun Shi, Shi, Chengchun, Shikai Luo +6 · 1 citation
    Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Smart Grid Energy Management #Advanced MIMO Systems Optimization
21. On Learning Necessary and Sufficient Causal Graphs
    2023/01/29 by Hengrui Cai, Cai, Hengrui, Zhaoran Wang +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Bioinformatics and Genomic Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)