Selected Publications

[Selected Publications] [All Publications] [Google Scholar] [DBLP] [ACM] [Scopus]

• Associated Learning: a Methodology to Decompose End-to-End Backpropagation on CNN, RNN, and Transformer
  Dennis Y. Wu, Di-Nan Lin, Vincent F. Chen, Hung-Hsuan Chen
  ICLR The Tenth International Conference on Learning Representations, 2022 [ICLR]
  [code]
  
  
• Experience: Analyzing Missing Web Page Visits and Unintentional Web Page Visits from the Client-side Web Logs
  Che-Yun Hsu,Ting-Rui Chen, Hung-Hsuan Chen
  JDIQ ACM Journal of Data and Information Quality 14(2), 2022 [ACM]
  
  
• Associated Learning: Decomposing End-to-End Backpropagation Based on Autoencoders and Target Propagation
  Yu-Wei Kao, Hung-Hsuan Chen
  Neural Comput. MIT Neural Computation 33(1), 2021 [MIT] [arXiv]
  [code]
  
  
• Differentiating Regularization Weights – a Simple Mechanism to Alleviate Cold Start in Recommender Systems
  Hung-Hsuan Chen, Pu Chen
  TKDD ACM Transactions on Knowledge Discovery from Data 13(1), 2019 [ACM]
  [code]
  
  
• Behavior2Vec: Generating Distributed Representations of Users' Behaviors on Products for Recommender Systems
  Hung-Hsuan Chen
  TKDD ACM Transactions on Knowledge Discovery from Data 12(4), 2018 [ACM]
  [code]
  
  
• Common Pitfalls in Training and Evaluating Recommender Systems
  Hung-Hsuan Chen, Chu-An Chung, Hsin-Chien Huang, Wen Tsui
  SIGKDD Explor ACM SIGKDD Explorations Newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining 19(1), 2017 [ACM] [KDD]
  
  
• ASCOS++: an Asymmetric Similarity Measure for Weighted Networks to Address the Problem of SimRank
  Hung-Hsuan Chen, C. Lee Giles
  TKDD ACM Transactions on Knowledge Discovery from Data 10(2), 2015 [ACM]
  
  
• CiteSeerX: AI in a Digital Library Search Engine
  Jian Wu, Kyle Mark Williams, Hung-Hsuan Chen, Madian Khabsa, Cornelia Caragea, Suppawong Tuarob, Alexander G Ororbia, Douglas Jordan, Prasenjit Mitra, C. Lee Giles
  AI Mag. AAAI AI Magazine 36(3) 35-48, 2015 [AAAI]
  
  
• ASCOS: an Asymmetric network Structure COntext Similarity measure
  Hung-Hsuan Chen, C. Lee Giles
  ASONAM IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2013 [ACM]