Selected Publications

Full publication list can be found at [Google Scholar] or [DBLP]

# indicates the corresponding author

  1. Adversarial Source Generation for Source-Free Domain Adaptation
    Chaoran Cui ,  Fan’an Meng,  Chunyun Zhang,  Ziyi Liu,  Lei Zhu,  Shuai Gong,  Xue Lin
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024
    Code
  2. CoSKT: A Collaborative Self-Supervised Learning Method for Knowledge Tracing
    Chunyun Zhang,  Hebo Ma,  Chaoran Cui# ,  Yumo Yao,  Weiran Xu,  Yunfeng Zhang,  Yuling Ma
    IEEE Transactions on Learning Technologies (TLT), 2024
    Code
  3. Tri-Branch Convolutional Neural Networks for Top-k Focused Academic Performance Prediction
    Chaoran Cui ,  Jian Zong,  Yuling Ma,  Xinhua Wang,  Lei Guo,  Meng Chen,  Yilong Yin
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
    Code
  4. DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing
    Chaoran Cui ,  Yumo Yao,  Chunyun Zhang,  Hebo Ma,  Yuling Ma,  Zhaochun Ren,  Chen Zhang,  James Ko
    ACM Transactions on Information Systems (TOIS), 2024
    Code
  5. Model-Agnostic Counterfactual Reasoning for Identifying and Mitigating Answer Bias in Knowledge Tracing
    Chaoran Cui ,  Hebo Ma,  Xiaolin Dong,  Chen Zhang,  Chunyun Zhang,  Yumo Yao,  Meng Chen,  Yuling Ma
    Neural Networks, 2024
    Code
  6. Temporal-Relational hypergraph tri-Attention networks for stock trend prediction
    Chaoran Cui ,  Xiaojie Li,  Chunyun Zhang,  Weili Guan,  Meng Wang
    Pattern Recognition, 2023
    Code
  7. 基于深度多任务学习的图像美感与情感联合预测研究
    申朕,  崔超然# ,  董桂鑫,  余俊,  黄瑾,  尹义龙
    软件学报, 2023
    Code
  8. Adaptive Feature Aggregation in Deep Multi-Task Convolutional Neural Networks
    Chaoran Cui ,  Zhen Shen,  Jin Huang,  Meng Chen,  Mingliang Xu,  Meng Wang,  Yilong Yin
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022
    Code
  9. Hypergraph-Based Reinforcement Learning for Stock Portfolio Selection
    Xiaojie Li,  Chaoran Cui# ,  Donglin Cao,  Juan Du,  Chunyun Zhang
    In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2022
    Code
  10. 基于校园上网行为感知的学生成绩预测方法
    姚丽,  崔超然# ,  马乐乐,  王飞超,  马玉玲,  陈勐,  尹义龙
    计算机研究与发展, 2022
  11. Personalized Image Quality Assessment with Social-Sensed Aesthetic Preference
    Chaoran Cui ,  Wenya Yang,  Cheng Shi,  Meng Wang,  Xiushan Nie,  Yilong Yin
    Information Sciences, 2020
  12. Joint Multi-View Hashing for Large-Scale Near-Duplicate Video Retrieval
    Xiushan Nie,  Weizhen Jing,  Chaoran Cui ,  Chen Jason Zhang,  Lei Zhu,  Yilong Yin
    IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020
  13. Social-sensed Image Aesthetics Assessment
    Chaoran Cui ,  Peiguang Lin,  Xiushan Nie,  Muwei Jian,  Yilong Yin
    ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2020
  14. Deep Adaptive Feature Aggregation in Multi-task Convolutional Neural Networks
    Zhen Shen,  Chaoran Cui# ,  Jin Huang,  Jian Zong,  Meng Chen,  Yilong Yin
    In the Conference on Information and Knowledge Management (CIKM) , 2020
  15. Behavior-driven Student Performance Prediction with Tri-branch Convolutional Neural Network
    Jian Zong,  Chaoran Cui# ,  Yuling Ma,  Li Yao,  Meng Chen,  Yilong Yin
    In the Conference on Information and Knowledge Management (CIKM) , 2020
  16. Learning Multi-Scale Attentive Features for Series Photo Selection
    Jin Huang,  Chaoran Cui# ,  Chunyun Zhang,  Zhen Shen,  Jun Yu,  Yilong Yin
    In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2020
  17. Towards Accurate and Robust Domain Adaptation under Noisy Environments
    Zhongyi Han,  Xian-Jin Gui,  Chaoran Cui# ,  Yilong Yin
    In the 29th International Joint Conference on Artificial Intelligence (IJCAI) , 2020
  18. Pre-course student performance prediction with multi-instance multi-label learning
    Yuling Ma,  Chaoran Cui ,  Xiushan Nie,  Gongping Yang,  Kashif Shaheed,  Yilong Yin
    Science China Information Sciences, 2019
  19. Distribution-Oriented Aesthetics Assessment With Semantic-Aware Hybrid Network
    Chaoran Cui ,  Huihui Liu,  Tao Lian,  Liqiang Nie,  Lei Zhu,  Yilong Yin
    IEEE Transactions on Multimedia (TMM), 2019
  20. Linking Multiple Online Identities in Criminal Investigations: A Spectral Co-Clustering Framework
    Xiaohui Han,  Lianhai Wang,  Chaoran Cui ,  Jun Ma,  Shuhui Zhang
    IEEE Transactions on Information Forensics and Security (TIFS), 2017
  21. Augmented Collaborative Filtering for Sparseness Reduction in Personalized POI Recommendation
    Chaoran Cui ,  Jialie Shen,  Liqiang Nie,  Richang Hong,  Jun Ma
    ACM Transactions on Intelligent Systems and Technology (TIST), 2017
  22. Personalized Image Aesthetics Assessment
    Xiang Deng,  Chaoran Cui# ,  Huidi Fang,  Xiushan Nie,  Yilong Yin
    In the Conference on Information and Knowledge Management (CIKM) , 2017
  23. Distribution-oriented Aesthetics Assessment for Image Search
    Chaoran Cui ,  Huidi Fang,  Xiang Deng,  Xiushan Nie,  Hongshuai Dai,  Yilong Yin
    In the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) , 2017
  24. Improving image annotation via ranking-oriented neighbor search and learning-based keyword propagation
    Chaoran Cui ,  Jun Ma,  Tao Lian,  Zhumin Chen,  Shuaiqiang Wang
    Journal of the Association for Information Science and Technology (JASIST), 2015
  25. Social Tag Relevance Estimation via Ranking-Oriented Neighbour Voting
    Chaoran Cui ,  Jialie Shen,  Jun Ma,  Tao Lian
    In the 23rd ACM International Conference on Multimedia (MM) , 2015
  26. Ranking-oriented nearest-neighbor based method for automatic image annotation
    Chaoran Cui ,  Jun Ma,  Tao Lian,  Xiaofang Wang,  Zhaochun Ren
    In the 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) , 2013
  27. 一种结合相关性和多样性的图像标签推荐方法
    崔超然 ,  马军
    计算机学报, 2013