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Quan Z. Sheng

  1. A Survey on Session-based Recommender Systems
    2019/02/13 by Shoujin Wang, Wang, Shoujin, Longbing Cao +9 · 10 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  2. Graph Learning based Recommender Systems: A Review
    2021/05/13 by Shoujin Wang, Liang Hu, Wang, Shoujin +15 · 9 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
  3. Multi-document Summarization via Deep Learning Techniques: A Survey
    2020/11/10 by Congbo Ma, Wei Emma Zhang, Ma, Congbo +7 · 8 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies #Topic Modeling
  4. Communication Efficiency in Federated Learning: Achievements and Challenges
    2021/07/23 by Osama Shahid, Seyedamin Pouriyeh, Shahid, Osama +9 · 5 citations
    Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  5. Distractor Generation in Multiple-Choice Tasks: A Survey of Methods, Datasets, and Evaluation
    2024/02/02 by Elaf Alhazmi, Alhazmi, Elaf, Quan Z. Sheng +7 · 8 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. Intent Recognition in Smart Living Through Deep Recurrent Neural Networks
    2017/02/20 by Xiang Zhang, Lina Yao, Zhang, Xiang +7 · 5 citations
    Medicine · Neuroscience · Psychology · #Computers and Society (cs.CY) #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #Emotion and Mood Recognition #FOS: Computer and information sciences
  7. Reinforcement Learning for Generative AI: A Survey
    2023/08/28 by Yuanjiang Cao, Quan Z. Sheng, Cao, Yuanjiang +5 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
  8. Trust Computational Heuristic for Social Internet of Things: A Machine\n Learning-based Approach
    2021/02/03 by Subhash Sagar, Sagar, Subhash, Adnan Mahmood +5 · 3 citations
    Computer Science · Social Sciences · #Access Control and Trust #Cloud Data Security Solutions #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Performance (cs.PF) #Privacy-Preserving Technologies in Data
  9. Graph and Sequential Neural Networks in Session-based Recommendation: A Survey
    2024/08/27 by Zihao Li, Li, Zihao, Chao Yang +13 · 6 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
  10. Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals
    2017/09/26 by Xiang Zhang, Lina Yao, Zhang, Xiang +9 · 2 citations
    Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Human-Computer Interaction (cs.HC) #Neuroscience and Neural Engineering
  11. Internet of Things Meets Brain-Computer Interface: A Unified Deep Learning Framework for Enabling Human-Thing Cognitive Interactivity
    2018/05/01 by Xiang Zhang, Zhang, Xiang, Lina Yao +9 · 2 citations
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Neural dynamics and brain function
  12. STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting
    2019/05/24 by Lei Bai, Lina Yao, Bai, Lei +7 · 2 citations
    Engineering · Social Sciences · #Traffic Prediction and Management Techniques #Human Mobility and Location-Based Analysis #Transportation Planning and Optimization
  13. ProcessGPT: Transforming Business Process Management with Generative Artificial Intelligence
    2023/05/29 by Amin Beheshti, Beheshti, Amin, Jian Yang +15 · 2 citations
    Business, Management and Accounting · Engineering · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Robotic Process Automation Applications
  14. Can Steering Wheel Detect Your Driving Fatigue?
    2020/10/18 by Jianchao Lu, Zheng Xi, Lu, Jianchao +13 · 1 citation
    Engineering · Medicine · Psychology · #FOS: Electrical engineering #Heart Rate Variability and Autonomic Control #Non-Invasive Vital Sign Monitoring #Signal Processing (eess.SP) #Sleep and Work-Related Fatigue #electronic engineering #information engineering
  15. Understanding the Trustworthiness Management in the Social Internet of Things: A Survey
    2022/02/08 by Subhash Sagar, Sagar, Subhash, Adnan Mahmood +7 · 1 citation
    Computer Science · #IoT and Edge/Fog Computing #Blockchain Technology Applications and Security #Cloud Data Security Solutions
  16. Anomaly Detection with Adversarial Dual Autoencoders
    2019/02/19 by Ha Son Vu, Vu, Ha Son, Daisuke Ueta +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  17. Learning to Select the Relevant History Turns in Conversational Question Answering
    2023/08/04 by Munazza Zaib, Wei Emma Zhang, Zaib, Munazza +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and dialogue systems #Topic Modeling
  18. Uncovering Promises and Challenges of Federated Learning to Detect Cardiovascular Diseases: A Scoping Literature Review
    2023/08/26 by Sricharan Donkada, Seyedamin Pouriyeh, Donkada, Sricharan +11 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data
  19. A Short Survey of Pre-trained Language Models for Conversational AI-A\n NewAge in NLP
    2021/04/21 by Munazza Zaib, Zaib, Munazza, Quan Z. Sheng +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  20. State of the Art and Potentialities of Graph-level Learning
    2023/01/14 by Zhenyu Yang, Yang, Zhenyu, Ge Zhang +20 · 1 citation
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Machine Learning in Materials Science #Computational Drug Discovery Methods
  21. ProgFormer: Hierarchical Voxel Diffusion Transformer for Longitudinal Brain MRI Prediction
    2026/07/30 by Dexuan Ding, Yuankai Qi, Luping Zhou +3
    Computer Science · #cs.CV
  22. Agentic Metaverse Services: A New As-a-Service Paradigm
    2026/07/30 by Xiaofei Xu, Quan Z. Sheng, Zhongjie Wang +3
    Computer Science · #cs.AI #cs.MA #cs.SE