Publications


Selected Conference Papers
  • Explaining the Road Not Taken
    Hua Shen, Ting-Hao (Kenneth) Huang
    The 2021 ACM CHI Workshop on Operationalizing Human-Centered Perspectives in Explainable AI (CHI '21 HCXAI Workshop)
    [Paper] [Website] [Slides] [GitHub]
  • How Useful Are the Machine-Generated Interpretations to General Users? A Human Evaluation on Guessing the Incorrectly Predicted Labels
    Hua Shen, Ting-Hao (Kenneth) Huang
    The 8th AAAI Conference on Human Computation and Crowdsourcing (HCOMP '20)
    [Paper] [GitHub] [Video] [PennState NEWS]
  • Interpretable Deep Learning under Fire
    Xinyang Zhang, Ningfei Wang, Hua Shen, Shouling Ji, Xiapu Luo, Ting Wang
    The 29th USENIX Security Symposium (USENIX '20)
    [Paper]
  • A Tale of Evil Twins: Adversarial Inputs versus Poisoned Models
    Ren Pang, Hua Shen, Xinyang Zhang, Shouling Ji, Yevgeniy Vorobeychik, Xiapu Luo, Ting Wang
    The 27th ACM Conference on Computer and Communications Security (CCS '20)
    [Paper]
  • A Quantitative Analysis Decision System Based on Deep Learning Integrated Algorithm and NSGA-II for FX Portfolio Prediction
    Hua Shen, Xun Liang
    The 31st International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE '18)
    [Paper]
  • A Time Series Forecasting Model Based on Deep Learning Integrated Algorithm with Stacked Autoencoders and SVR for FX Prediction
    Hua Shen, Xun Liang
    The 25th International Conference on Artificial Neural Networks (ICANN '16)
    [Paper]
  • Emergency Decision Support Architectures for Bus Hijacking Based on Massive Image Anomaly Detection in Social Networks
    Hua Shen, Xun Liang, Mingming Wang
    The 2015 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC '15)
    [Paper]
  • Book
  • Social Commerce Theory and Practice
    Xun Liang, Xiaoping Yang, Hua Shen
    Tsinghua University Press, 2014, ISBN No.9787302381129.
    [Link]
  • National Patents
  • An Innovative Emergency Discovery Method for Micro-blogging
    Xun Liang, Hua Shen, Run Cao
    National Intellectual Property Administration, 2012, PRC (CNIPA). Patent No.CN103577404A.
    [Link]
  • A Cross-Platform Microblog Community Account Matching Method
    Xiaofei Li, Xun Liang, Xiaoping Zhou, Xiaojing Shi, Hua Shen, Haiyan Zhang
    National Intellectual Property Administration, 2012, PRC (CNIPA). Patent No.CN104765729A.
    [Link]