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2020 – today
- 2024
[c3]Yuxuan Liang
, Haomin Wen, Yuqi Nie, Yushan Jiang, Ming Jin, Dongjin Song, Shirui Pan, Qingsong Wen:
Foundation Models for Time Series Analysis: A Tutorial and Survey. KDD 2024: 6555-6565- [i9]Yuxuan Liang, Haomin Wen, Yuqi Nie, Yushan Jiang, Ming Jin, Dongjin Song, Shirui Pan, Qingsong Wen:
Foundation Models for Time Series Analysis: A Tutorial and Survey. CoRR abs/2403.14735 (2024) - [i8]Zijian Zhang, Yujie Sun, Zepu Wang, Yuqi Nie, Xiaobo Ma, Peng Sun, Ruolin Li:
Large Language Models for Mobility in Transportation Systems: A Survey on Forecasting Tasks. CoRR abs/2405.02357 (2024) - [i7]Mohamed Seif, Yuqi Nie, Andrea Goldsmith, H. Vincent Poor:
Over-the-Air Collaborative Inference with Feature Differential Privacy. CoRR abs/2406.00256 (2024) - [i6]Yuqi Nie, Yaxuan Kong, Xiaowen Dong, John M. Mulvey, H. Vincent Poor, Qingsong Wen, Stefan Zohren:
A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges. CoRR abs/2406.11903 (2024) - [i5]Yaxuan Kong, Zepu Wang, Yuqi Nie, Tian Zhou, Stefan Zohren, Yuxuan Liang, Peng Sun, Qingsong Wen:
Unlocking the Power of LSTM for Long Term Time Series Forecasting. CoRR abs/2408.10006 (2024) - [i4]Xiaoming Shi, Shiyu Wang, Yuqi Nie, Dianqi Li, Zhou Ye, Qingsong Wen, Ming Jin:
Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts. CoRR abs/2409.16040 (2024) - 2023
- [c2]Yuqi Nie, Nam H. Nguyen, Phanwadee Sinthong, Jayant Kalagnanam:
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers. ICLR 2023 - [i3]Zepu Wang, Yuqi Nie, Peng Sun, Nam H. Nguyen, John M. Mulvey, H. Vincent Poor:
ST-MLP: A Cascaded Spatio-Temporal Linear Framework with Channel-Independence Strategy for Traffic Forecasting. CoRR abs/2308.07496 (2023) - 2022
- [i2]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
- [i1]Yuqi Nie, Hui Yuan:
Neural network is heterogeneous: Phase matters more. CoRR abs/2111.02014 (2021)
2010 – 2019
- 2019
- [c1]Ozan Yakar, Yuqi Nie, Kazumi Wada, Anuradha Agarwal, Ilke Ercan:
Energy Efficiency of Microring Resonator (MRR)-Based Binary Decision Diagram (BDD) Circuits. ICRC 2019: 138-145
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