Xiaodong Qu

@inproceedings{qu2025generative,
  title={Generative AI Tools in Higher Education: A Meta-Analysis of Cognitive Impact},
  author={Qu, Xiaodong and Sherwood, Joshua and Liu, Peiyan and Aleisa, Nawwaf},
  booktitle={Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems},
  pages={1--9},
  year={2025}
}
        

@article{xie2025theory,
  title={From Theory to Play: A Review of EEG-Controlled Directional Games and Evaluation of Custom-Developed BCI Games},
  author={Xie, Wensi and Dou, Jingwen and Wang, Yiran and Qu, Xiaodong},
  year={2025}
}
        

@inproceedings{xie2026systematic,
  title={A Systematic Review of Consumer-Grade EEG Applications in Directional Game Control via Motor Imagery},
  author={Xie, Wensi and Wang, Yiran and Dou, Sara and Qu, Xiaodong},
  booktitle={International Conference on Human-Computer Interaction},
  pages={85--105},
  year={2026},
  organization={Springer}
}
      

@inproceedings{jia2026low,
  title={Low-Cost Wearable EEG in Non-Medical HCI: A Systematic Review of Applications, ML Pipelines, and Deployment Challenge},
  author={Leqi Jia},
  booktitle={International Conference on Human-Computer Interaction},
  pages={302--319},
  year={2026},
  organization={Springer}
}
      

@inproceedings{wang2025emigc,
  title={EMIGC: An EEG Motor Imagery Controller for Real-Time Gameplay},
  author={Wang, Yiran and Xie, Wensi and Dou, Sara and Qu, Xiaodong},
  booktitle={International Conference on Human-Computer Interaction},
  pages={63--76},
  year={2025},
  organization={Springer}
}
        

@inproceedings{liu2026generative,
  title={Generative AI in Sports Management Education: A Systematic Review and Pilot Study},
  author={Liu, Xinyu and Qu, Xiaodong},
  booktitle={International Conference on Human-Computer Interaction},
  pages={121--133},
  year={2026},
  organization={Springer}
}
        

@inproceedings{zhu2025gvit,
  title={GViT: Combining Convolutional and Transformer Layers for Spatial-Temporal EEG Analysis},
  author={Zhu, Chenxu and Xu, Yiming and Qu, Xiaodong},
  booktitle={International Conference on Human-Computer Interaction},
  pages={433--442},
  year={2025},
  organization={Springer}
}
        

@inproceedings{aleisa2025accessible,
  title={Accessible EEG Game Control: Real-Time Personalization with Consumer-Grade EEG Hardware},
  author={Aleisa, Nawwaf and Lu, Yingzhou and Gao, Lifu and Nweashe, Zeina and Flanagan, Emily and Winchester, Matthew and Ampomah, Sylvester Junior and Qu, Xiaodong},
  booktitle={International Conference on Human-Computer Interaction},
  year={2025},
  organization={Springer}
}
        

@inproceedings{konkar2026review,
  title={A Review of Transformer-Based and Hybrid Deep Learning Approaches for EEG Analysis},
  author={Konkar, Aniket and Qu, Xiaodong},
  booktitle={International Conference on Human-Computer Interaction},
  pages={391--404},
  year={2026},
  organization={Springer}
}
        

@inproceedings{gao2025human,
  title={Human-Centered AI Agents for Healthcare and Education: A Systematic Literature Review},
  author={Gao, Lifu and Sherwood, Joshua and Aleisa, Nawwaf and Damoah, Andrews and Lu, Yingzhou and Qu, Xiaodong},
  booktitle={International Conference on Human-Computer Interaction},
  year={2025},
  organization={Springer}
}
        

@inproceedings{jiwad2025flockjs,
  title={FlockJS: A Browser-Native Game Engine Integrating WebGPU and Peer-to-Peer Networking for Scalable Multiplayer Experiences},
  author={Jiwad, Faris and Wolff, Owen and Barabandi, Omar and Najjab, Laith and Qu, Xiaodong},
  booktitle={International Conference on Human-Computer Interaction},
  year={2025},
  organization={Springer}
}
        

@inproceedings{saunders2024optimizing,
  title={Optimizing the Literature Review Process: Evaluating Generative AI Models on Summarizing Undergraduate Data Science Research Papers},
  author={Saunders, Tse and Aleisa, Nawwaf and Wield, Juliet and Sherwood, Joshua and Qu, Xiaodong},
  booktitle={Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
  year={2024}
}
        

@inproceedings{damoah2024optimizing,
  title={Optimizing Multichannel EEG Data: An Investigation of Current EEG Data Compression Methods},
  author={Damoah, Andrews and Liang, Teng},
  booktitle={Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
  year={2024}
}
        

@inproceedings{utoft2024enhancing,
  title={Enhancing EEG Data Quality: A Comprehensive Review of Outlier Detection and Cleaning Methods},
  author={Utoft, Sofia and Dou, Jingwen and Wu, Jade and Gunn Senior, HM},
  booktitle={Proceedings of KDD Undergraduate Consortium (KDD-UC'24)},
  year={2024},
  organization={ACM}
}
        

@inproceedings{yang2023vit2eeg,
  title={ViT2EEG: Leveraging Hybrid Pretrained Vision Transformers for EEG Data},
  author={Yang, Ruiqi and Modesitt, Eric J.},
  booktitle={Proceedings of KDD Undergraduate Consortium (KDD-UC'23)},
  year={2023}
}
        

@inproceedings{murungi2023empowering,
  title={Empowering Computer Science Students in Electroencephalography (EEG) Analysis: A Review of Machine Learning Algorithms for EEG Datasets},
  author={Murungi, Nathan Koome and Pham, Michael Vinh and Dai, Xufeng Caesar and Qu, Xiaodong},
  booktitle={The 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)},
  year={2023}
}
        

@inproceedings{xiang2022too,
  title={Too Fine or Too Coarse? The Goldilocks Composition of Data Complexity for Robust Left-Right Eye-Tracking Classifiers},
  author={Xiang, Brian and Abdelmonsef, Abdelrahman},
  booktitle={SIGKDD},
  year={2022}
}
        

@inproceedings{zhou2022eeg4students,
  title={EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning Analysis},
  author={Zhou, Zheng and Dou, Guangyao},
  booktitle={SIGKDD},
  year={2022}
}