| Natural TTS synthesis by conditioning wavenet on mel spectrogram predictions J Shen, R Pang, RJ Weiss, M Schuster, N Jaitly, Z Yang, Z Chen, Y Zhang, ... 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 3342 | 2018 |
| Tacotron: Towards end-to-end speech synthesis Y Wang, RJ Skerry-Ryan, D Stanton, Y Wu, RJ Weiss, N Jaitly, Z Yang, ... arXiv preprint arXiv:1703.10135, 2017 | 2236 | 2017 |
| Ray: A Distributed Framework for Emerging AI Applications P Moritz, R Nishihara, S Wang, A Tumanov, R Liaw, E Liang, M Elibol, ... 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18), 2018 | 1500 | 2018 |
| Ernest: efficient performance prediction for large-scale advanced analytics S Venkataraman, Z Yang, M Franklin, B Recht, I Stoica 13th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2016 | 627 | 2016 |
| Learning to Optimize Join Queries With Deep Reinforcement Learning S Krishnan, Z Yang, K Goldberg, J Hellerstein, I Stoica arXiv preprint arXiv:1808.03196, 2018 | 284 | 2018 |
| Deep unsupervised cardinality estimation Z Yang, E Liang, A Kamsetty, C Wu, Y Duan, X Chen, P Abbeel, ... Proceedings of the VLDB Endowment 13 (3), 279-292, 2019 | 273 | 2019 |
| Lingvo: a modular and scalable framework for sequence-to-sequence modeling J Shen, P Nguyen, Y Wu, Z Chen, MX Chen, Y Jia, A Kannan, T Sainath, ... arXiv preprint arXiv:1902.08295, 2019 | 214 | 2019 |
| NeuroCard: One Cardinality Estimator for All Tables Z Yang, A Kamsetty, S Luan, E Liang, Y Duan, X Chen, I Stoica Proceedings of the VLDB Endowment 14 (1), 61-73, 2021 | 192 | 2021 |
| Qd-tree: Learning Data Layouts for Big Data Analytics Z Yang, B Chandramouli, C Wang, J Gehrke, Y Li, UF Minhas, ... SIGMOD 2020, 2020 | 111 | 2020 |
| SparkR: Scaling R Programs with Spark S Venkataraman, Z Yang, D Liu, E Liang, H Falaki, X Meng, R Xin, ... Proceedings of the 2016 International Conference on Management of Data, 1099 …, 2016 | 101 | 2016 |
| Balsa: Learning a Query Optimizer Without Expert Demonstrations Z Yang, WL Chiang, S Luan, G Mittal, M Luo, I Stoica SIGMOD 2022, 2022 | 68 | 2022 |
| SkyPilot: An Intercloud Broker for Sky Computing Z Yang, Z Wu, M Luo, WL Chiang, R Bhardwaj, W Kwon, S Zhuang, ... 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2023 | 67 | 2023 |
| Synthesizing speech from text using neural networks Y Wu, J Shen, R Pang, RJ Weiss, M Schuster, N Jaitly, Z Yang, Z Chen, ... US Patent 10,971,170, 2021 | 64 | 2021 |
| ZipG: A Memory-efficient Graph Store for Interactive Queries A Khandelwal, Z Yang, E Ye, R Agarwal, I Stoica Proceedings of the 2017 ACM International Conference on Management of Data …, 2017 | 56 | 2017 |
| End-to-end text-to-speech conversion S Bengio, Y Wang, Z Yang, Z Chen, Y Wu, I Agiomyrgiannakis, RJ Weiss, ... US Patent 10,573,293, 2020 | 52 | 2020 |
| Variable Skipping for Autoregressive Range Density Estimation E Liang, Z Yang, I Stoica, P Abbeel, Y Duan, X Chen ICML 2020, 2020 | 8 | 2020 |
| Machine Learning for Query Optimization Z Yang UC Berkeley, 2022 | 7 | 2022 |
| Can't Be Late: Optimizing Spot Instance Savings under Deadlines Z Wu, WL Chiang, Z Mao, Z Yang, E Friedman, S Shenker, I Stoica 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2024 | 4 | 2024 |
| SkyServe: Serving AI Models across Regions and Clouds with Spot Instances Z Mao, T Xia, Z Wu, WL Chiang, T Griggs, R Bhardwaj, Z Yang, S Shenker, ... arXiv preprint arXiv:2411.01438, 2024 | | 2024 |
| End-to-end text-to-speech conversion S Bengio, Y Wang, Z Yang, Z Chen, Y Wu, I Agiomyrgiannakis, RJ Weiss, ... US Patent App. 18/516,069, 2024 | | 2024 |
Ion StoicaProfessor of Computer Science, UC BerkeleyVerified email at cs.berkeley.edu
