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2020 – today
- 2023
[c8]Yuqi Nie, Nam H. Nguyen, Phanwadee Sinthong, Jayant Kalagnanam:
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers. ICLR 2023- [c7]Vijay Ekambaram
, Arindam Jati, Nam Nguyen, Phanwadee Sinthong, Jayant Kalagnanam:
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting. KDD 2023: 459-469 - [i4]Vijay Ekambaram, Arindam Jati, Nam Nguyen, Phanwadee Sinthong, Jayant Kalagnanam:
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting. CoRR abs/2306.09364 (2023) - 2022
- [i3]Yuqi Nie, Nam H. Nguyen, Phanwadee Sinthong, Jayant Kalagnanam:
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers. CoRR abs/2211.14730 (2022) - 2021
- [b1]Phanwadee Sinthong:
A Retargetable Query-based Approach to Scaling Dataframes. University of California, Irvine, USA, 2021 - [j2]Phanwadee Sinthong, Michael J. Carey:
PolyFrame: A Retargetable Query-based Approach to Scaling Dataframes. Proc. VLDB Endow. 14(11): 2296-2304 (2021) - [j1]Phanwadee Sinthong, Dhaval Patel, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty:
DQDF: Data-Quality-Aware Dataframes. Proc. VLDB Endow. 15(4): 949-957 (2021) - [c6]Phanwadee Sinthong, Michael J. Carey:
Exploratory Data Analysis with Database-backed Dataframes: A Case Study on Airbnb Data. IEEE BigData 2021: 3119-3129 - [c5]Phanwadee Sinthong, Michael J. Carey, Yuhan Yao:
Scale-independent Data Analysis with Database-backed Dataframes: a Case Study. EDBT/ICDT Workshops 2021 - 2020
- [c4]Phanwadee Sinthong, Kanak Mahadik, Somdeb Sarkhel, Saayan Mitra:
Scaling Dnn-Based Video Analysis By Coarse-Grained And Fine-Grained Parallelism. ICME 2020: 1-6 - [i2]Phanwadee Sinthong, Michael J. Carey:
PolyFrame: A Retargetable Query-based Approach to Scaling DataFrames (Extended Version). CoRR abs/2010.05529 (2020)
2010 – 2019
- 2019
- [c3]Phanwadee Sinthong, Michael J. Carey:
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis. IEEE BigData 2019: 359-371 - [i1]Phanwadee Sinthong, Michael J. Carey:
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version). CoRR abs/1908.06719 (2019) - 2018
- [c2]Wail Y. Alkowaileet, Sattam Alsubaiee, Michael J. Carey, Chen Li, Heri Ramampiaro, Phanwadee Sinthong, Xikui Wang:
Enhancing Big Data with Semantics: The AsterixDB Approach (Poster). ICSC 2018: 314-315 - [c1]Wail Y. Alkowaileet, Sattam Alsubaiee, Michael J. Carey, Chen Li, Heri Ramampiaro, Phanwadee Sinthong, Xikui Wang:
End-to-End Machine Learning with Apache AsterixDB. DEEM@SIGMOD 2018: 6:1-6:10
Coauthor Index
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