Complete list of publications

  1. Augmenting Chinese hamster genome assembly by identifying regions of high confidence.

    Vishwanathan N., Bandyopadhyay A. Fu H. Sharma M., Johnson K., Mudge J. Ramaraj T., Onsongo G., Silverstein K., Jacob N., Le H., Karypis G., and Hu W.. Biotechnology Journal, 11, 2016.

  1. Predicting Student Performance Using Personalized Analytics.

    Asmaa Elbadrawy, Agoritsa Polyzou, Zhiyun Ren, Mackenzie Sweeney, George Karypis, and Huzefa Rangwala. IEEE Computer, pp. 61—69, April , 2016.

  1. Grade Prediction with Course and Student Specific Models.

    Agoritsa Polyzou and George Karypis. 20th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2016.

  1. A Medium-Grained Algorithm for Distributed Sparse Tensor Factorization.

    Shaden Smith and George Karypis. 30th IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2016.

  1. A Parallel Hill-Climbing Refinement Algorithm for Graph Partitioning.

    Dominique LaSalle and George Karypis. 45th International Conference on Parallel Processing (ICPP), 2016.

  1. An Exploration of Optimization Algorithms for High Performance Tensor Completion.

    Shaden Smith, Jongsoo Park, and George Karypis. Supercomputing (SC16) , 2016.

  1. Local Item-Item Models for Top-N Recommendation.

    Evangelia Christakopoulou and George Karypis. 10th ACM Conference on Recommender Systems (RecSys), 2016.

  1. Domain-Aware Grade Prediction and Top-N Course Recommendation.

    Asmaa Elbadrawy and George Karypis. 10th ACM Conference on Recommender Systems (RecSys), 2016.

  1. Efficient Identification of Tanimoto Nearest Neighbors.

    David C. Anastasiu and George Karypis. IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2016.

  1. Improving Graph Partitioning for Modern Graphs and Architectures.

    Dominique LaSalle, Md Mostofa Ali Patwary, Nadathur Satish, Narayanan Sundaram, Pradeep Dubey, and George Karypis. 5th Workshop on Irregular applications: Architectures and Algorithms, Supercomputing, 2015.

  1. PL2AP: Fast Parallel Cosine Similarity Search.

    David C. Anastasiu and George Karypis. 5th Workshop on Irregular applications: Architectures and Algorithms, Supercomputing, 2015.

  1. Tensor-Matrix Products with a Compressed Sparse Tensor.

    Shaden Smith and George Karypis. 5th Workshop on Irregular applications: Architectures and Algorithms, Supercomputing, 2015.