| Cerebro: A data system for optimized deep learning model selection S Nakandala, Y Zhang, A Kumar Proceedings of the VLDB Endowment 13 (12), 2159-2173, 2020 | 63 | 2020 |
| Panorama: a data system for unbounded vocabulary querying over video Y Zhang, A Kumar Proceedings of the VLDB Endowment 13 (4), 477-491, 2019 | 42 | 2019 |
| Distributed Deep Learning on Data Systems: A Comparative Analysis of Approaches AK Yuhao Zhang, Frank McQuillan, Nandish Jayaram, Nikhil Kak, Ekta Khanna ... Proceedings of the VLDB Endowment 14 (10), 1769, 2021 | 33 | 2021 |
| Cerebro: A Layered Data Platform for Scalable Deep Learning A Kumar, S Nakandala, Y Zhang, S Li, A Gemawat, K Nagrecha 11th Annual Conference on Innovative Data Systems Research (CIDR ‘21), 2021 | 29 | 2021 |
| Cerebro: Efficient and Reproducible Model Selection on Deep Learning Systems S Nakandala, Y Zhang, A Kumar ACM SIGMOD DEEM 2019 WORKSHOP, 2019 | 21 | 2019 |
| Three-generation neutrino oscillations in curved spacetime YH Zhang, XQ Li Nuclear Physics B 911, 563-581, 2016 | 18 | 2016 |
| Lotan: Bridging the gap between gnns and scalable graph analytics engines Y Zhang, A Kumar Proceedings of the VLDB Endowment 16 (11), 2728-2741, 2023 | 3 | 2023 |
| Self-regular black holes quantized by means of an analogue to hydrogen atoms C Liu, YG Miao, YM Wu, YH Zhang Advances in High Energy Physics 2016, 2016 | 2 | 2016 |
| Survey of Graph Neural Network Systems Y Zhang Survey, 2021 | | 2021 |
| Scalability and Efficiency of Graph Neural Networks Y Zhang Survey, 2021 | | 2021 |
| Some Damaging Delusions of Deep Learning Practice A Kumar, S Nakandala, Y Zhang KDD 2021 Deep Learning Day, 2021 | | 2021 |
| (Tech Report) Lotan: Bridging the Gap between GNNs and Scalable Graph Analytics Engines Y Zhang, A Kumar https://adalabucsd.github.io/papers/TR_2022_Lotan.pdf, 0 | | |
Arun KumarUniversity of California, San DiegoVerified email at eng.ucsd.edu
