Philip S. Yu

Research interests

Publications

• A Survey on Evaluation of Large Language Models

  ACM Transactions on Intelligent Systems and Technology · 2024 · https://doi.org/10.1145/3641289

• Generalizing to Unseen Domains: A Survey on Domain Generalization

  IEEE Transactions on Knowledge and Data Engineering · 2022 · 10.1109/tkde.2022.3178128

• Deep learning for drug repurposing: Methods, databases, and applications

  Wiley Interdisciplinary Reviews Computational Molecular Science · 2022 · https://doi.org/10.1002/wcms.1597

• Privacy and Robustness in Federated Learning: Attacks and Defenses

  IEEE Transactions on Neural Networks and Learning Systems · 2022 · https://doi.org/10.1109/tnnls.2022.3216981

• Membership Inference Attacks on Machine Learning: A Survey

  ACM Computing Surveys · 2022 · https://doi.org/10.1145/3523273

• A Survey on Knowledge Graphs: Representation, Acquisition, and Applications

  IEEE Transactions on Neural Networks and Learning Systems · 2021 · https://doi.org/10.1109/tnnls.2021.3070843

• Graph Learning based Recommender Systems: A Review

  Journal · 2021 · https://doi.org/10.24963/ijcai.2021/630

• Deep Learning for Spatio-Temporal Data Mining: A Survey

  IEEE Transactions on Knowledge and Data Engineering · 2020 · 10.1109/tkde.2020.3025580

• Heterogeneous Graph Attention Network

  Journal · 2019 · https://doi.org/10.1145/3308558.3313562

• BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis

  arXiv (Cornell University) · 2019 · https://doi.org/10.48550/arxiv.1904.02232

• Heterogeneous Information Network Embedding for Recommendation

  IEEE Transactions on Knowledge and Data Engineering · 2018 · 10.1109/tkde.2018.2833443

• Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction

  Journal · 2018 · https://doi.org/10.18653/v1/p18-2094

• Joint Deep Modeling of Users and Items Using Reviews for Recommendation

  Journal · 2017 · 10.1145/3018661.3018665

• Deep Visual-Semantic Hashing for Cross-Modal Retrieval

  Journal · 2016 · https://doi.org/10.1145/2939672.2939812

• A survey of heterogeneous information network analysis

  IEEE Transactions on Knowledge and Data Engineering · 2016 · 10.1109/tkde.2016.2598561

• Transfer Joint Matching for Unsupervised Domain Adaptation

  Journal · 2014 · 10.1109/cvpr.2014.183

• Transfer Feature Learning with Joint Distribution Adaptation

  Journal · 2013 · 10.1109/iccv.2013.274

• PathSim

  Proceedings of the VLDB Endowment · 2011 · https://doi.org/10.14778/3402707.3402736

• Privacy-preserving data publishing

  ACM Computing Surveys · 2010 · 10.1145/1749603.1749605

• Truth Discovery with Multiple Conflicting Information Providers on the Web

  IEEE Transactions on Knowledge and Data Engineering · 2008 · https://doi.org/10.1109/tkde.2007.190745

• A holistic lexicon-based approach to opinion mining

  Journal · 2008 · 10.1145/1341531.1341561

• Identifying the influential bloggers in a community

  Journal · 2008 · https://doi.org/10.1145/1341531.1341559

• A new method to measure the semantic similarity of GO terms

  Bioinformatics · 2007 · 10.1093/bioinformatics/btm087

• Top 10 algorithms in data mining

  Knowledge and Information Systems · 2007 · https://doi.org/10.1007/s10115-007-0114-2

• Mining concept-drifting data streams using ensemble classifiers

  Journal · 2003 · 10.1145/956750.956778

• A Framework for Clustering Evolving Data Streams

  Elsevier eBooks · 2003 · 10.1016/b978-012722442-8/50016-1

• Outlier detection for high dimensional data

  Journal · 2001 · 10.1145/375663.375668

• Fast algorithms for projected clustering

  ACM SIGMOD Record · 1999 · 10.1145/304181.304188

• Data mining: an overview from a database perspective

  IEEE Transactions on Knowledge and Data Engineering · 1996 · https://doi.org/10.1109/69.553155

• An effective hash-based algorithm for mining association rules

  Journal · 1995 · 10.1145/223784.223813

Current projects

No projects listed.