Contact

  • Academic
    ddkang@stanford.edu
    University - Student Department: Computer Science Position: Graduate

Additional Info

  • Mail Code: 9025

All Publications

  • Network offloading policies for cloud robotics: a learning-based approach AUTONOMOUS ROBOTS Chinchali, S., Sharma, A., Harrison, J., Elhafsi, A., Kang, D., Pergament, E., Cidon, E., Katti, S., Pavone, M. 2021

    View details for DOI 10.1007/s10514-021-09987-4

    View details for Web of Science ID 000669285100002

  • Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics PROCEEDINGS OF THE VLDB ENDOWMENT Kang, D., Mathur, A., Veeramacheneni, T., Bailis, P., Zaharia, M. 2020; 14 (2): 87-100

    View details for DOI 10.14778/3425879.3425881

    View details for Web of Science ID 000658487700003

  • A Demonstration of Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference PROCEEDINGS OF THE VLDB ENDOWMENT Kraft, P., Kang, D., Narayanan, D., Palkar, S., Bailis, P., Zaharia, M. 2020; 13 (12): 2833–36

    View details for DOI 10.14778/3415478.3415487

    View details for Web of Science ID 000597303100010

  • Approximate Selection with Guarantees using Proxies PROCEEDINGS OF THE VLDB ENDOWMENT Kang, D., Gan, E., Bailis, P., Hashimoto, T., Zaharia, M. 2020; 13 (11): 1990–2003

    View details for DOI 10.14778/3407790.3407804

    View details for Web of Science ID 000573965600014

  • Improved Natural Language Generation via Loss Truncation Kang, D., Hashimoto, T. B., Assoc Computat Linguist ASSOC COMPUTATIONAL LINGUISTICS-ACL. 2020: 718–31

    View details for Web of Science ID 000570978201001

  • BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics PROCEEDINGS OF THE VLDB ENDOWMENT Kang, D., Bailis, P., Zaharia, M. 2019; 13 (4): 533–46

    View details for DOI 10.14778/3372716.3372725

    View details for Web of Science ID 000573950100009

  • Network Offloading Policies for Cloud Robotics: a Learning-based Approach Chinchali, S., Sharma, A., Harrison, J., Elhafsi, A., Kang, D., Pergament, E., Cidon, E., Katti, S., Pavone, M., Bicchi, A., KressGazit, H., Hutchinson, S. MIT PRESS. 2019

    View details for Web of Science ID 000570976800062

  • NoScope: Optimizing Neural Network Queries over Video at Scale PROCEEDINGS OF THE VLDB ENDOWMENT Kang, D., Emmons, J., Abuzaid, F., Bailis, P., Zaharia, M. 2017; 10 (11): 1586–97

    View details for Web of Science ID 000416492900036