Publications


Selected Conference Papers
  • Parachute: Evaluating Interactive Human-LM Co-writing Systems
    Hua Shen, Tongshuang Wu
    The In2Writing Workshop at The 2023 ACM CHI Conference (CHI '23 In2Writing Workshop)
    [Paper]
  • ScatterShot: Interactive In-context Example Curation for Text Transformation
    Tongshuang Wu, Hua Shen, Daniel S Weld, Jeffrey Heer, Marco Tulio Ribeiro
    The ACM Conference on Intelligent User Interfaces (IUI '23)
    [Paper] [Github]
  • Are Shortest Rationales the Best Explanations For Human Understanding?
    Hua Shen, Tongshuang Wu, Wenbo Guo, Ting-Hao (Kenneth) Huang
    60th Annual Meeting of the Association for Computational Linguistics (ACL '22)
    [Paper] [Github] [Video] [Slides] [Poster]
  • Too Slow to Be Useful? On Incorporating Humans in the Loop of Smart Speakers
    Shih-Hong Huang, Chieh-Yang Huang, Yuxin Deng, Hua Shen, Szu-Chi Kuan, Ting-Hao K. Huang
    The WiP/Demo track of the 10th AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2022 WiP/Demo)
    [Paper]
  • Improving Fairness in Speaker Verification via Group-adapted Fusion Network
    Hua Shen*, Yuguang Yang*, Guoli Sun, Ryan Langman, Eunjung Han, Jasha Droppo, Andreas Stolcke
    2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '22)
    [Paper] [GitHub] [Video] [Slides] [Poster]
  • 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)
    [200+ Papers Survey] [Paper] [Slides] [GitHub]
  • Are Learners Satisfied with Their MOOC Experiences? Assessing and Improving Online Learners' Interactions.
    Jiaqi Wang, Hua Shen, Chacha Chen, Frank E. Ritter.
    Asian CHI Symposium 2021 (AsianCHI’21)
    [Paper]
  • 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] [Slides] [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]