| A time series is worth 64 words: Long-term forecasting with transformers Y Nie, NH Nguyen, P Sinthong, J Kalagnanam arXiv preprint arXiv:2211.14730, 2022 | 1049 | 2022 |
| Tsmixer: Lightweight mlp-mixer model for multivariate time series forecasting V Ekambaram, A Jati, N Nguyen, P Sinthong, J Kalagnanam Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 96 | 2023 |
| A time series is worth 64 words: Long-term forecasting with transformers. arXiv 2022 Y Nie, NH Nguyen, P Sinthong, J Kalagnanam arXiv preprint arXiv:2211.14730, 0 | 29 | |
| Aframe: Extending dataframes for large-scale modern data analysis P Sinthong, MJ Carey 2019 IEEE International Conference on Big Data (Big Data), 359-371, 2019 | 23 | 2019 |
| End-to-end machine learning with Apache AsterixDB W Alkowaileet, S Alsubaiee, MJ Carey, C Li, H Ramampiaro, P Sinthong, ... Proceedings of the Second Workshop on Data Management for End-To-End Machine …, 2018 | 16 | 2018 |
| PolyFrame: A retargetable query-based approach to scaling dataframes P Sinthong, MJ Carey Proceedings of the VLDB Endowment 14 (11), 2296-2304, 2021 | 10 | 2021 |
| AFrame: Extending DataFrames for large-scale modern data analysis (Extended Version) P Sinthong, MJ Carey arXiv preprint arXiv:1908.06719, 2019 | 8 | 2019 |
| Enhancing Big Data with Semantics: The AsterixDB Approach (Poster) W Alkowaileet, S Alsubaiee, M Carey, C Li, H Ramampiaro, P Sinthong, ... 2018 IEEE 12th International Conference on Semantic Computing (ICSC), 314-315, 2018 | 4 | 2018 |
| Exploratory Data Analysis with Database-backed Dataframes: A Case Study on Airbnb Data P Sinthong, MJ Carey 2021 IEEE International Conference on Big Data (Big Data), 3119-3129, 2021 | 3 | 2021 |
| DQDF: data-quality-aware dataframes P Sinthong, D Patel, N Zhou, S Shrivastava, A Iyengar, A Bhamidipaty Proceedings of the VLDB Endowment 15 (4), 949-957, 2021 | 3 | 2021 |
| PolyFrame: A retargetable query-based approach to scaling dataframes (extended version) P Sinthong, MJ Carey arXiv preprint arXiv:2010.05529, 2020 | 3 | 2020 |
| Scaling DNN-based video analysis by coarse-grained and fine-grained parallelism P Sinthong, K Mahadik, S Sarkhel, S Mitra 2020 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2020 | 2 | 2020 |
| HIERARCHY DRIVEN TIME SERIES FORECASTING V Ekambaram, NH Nguyen, A Jati, P Sinthong, PS Dayama, ... US Patent App. 18/200,642, 2024 | | 2024 |
| HYBRID CHANNEL MODELING FOR TIME SERIES FOUNDATION MODELS V Ekambaram, A Jati, NH Nguyen, P Sinthong, JR Kalagnanam US Patent App. 18/200,640, 2024 | | 2024 |
| Time series forecasting NH Nguyen, NIE Yuqi, CK Reddy, DC Patel, A Bhamidipaty, ... US Patent App. 18/309,268, 2024 | | 2024 |
| Scale-independent Data Analysis with Database-backed Dataframes: a Case Study P Sinthong, M Carey, Y Yao Proceedings of the 1st Int'l Workshop on Data Analytics and Machine Learning …, 2021 | | 2021 |
| A Retargetable Query-Based Approach to Scaling Dataframes P Sinthong University of California, Irvine, 2021 | | 2021 |
