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Sen Li
Sen Li
Alibaba Group
Dirección de correo verificada de alibaba-inc.com
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Año
Learning representations for time series clustering
Q Ma, J Zheng*, S Li*, GW Cottrell, (*equal contribution)
NeurIPS2019, Student Travel Award, 3781-3791, 2019
2522019
Embedding-based Product Retrieval in Taobao Search
S Li*, F Lv*, T Jin, G Lin, K Yang, X Zeng, X Wu, Q Ma
KDD2021, 2021
952021
End-to-end incomplete time-series modeling from linear memory of latent variables
Q Ma, S Li*, L Shen, J Wang, J Wei, Z Yu, GW Cottrell, ...
IEEE transactions on cybernetics (TCYB), 2019
732019
Adversarial Joint-Learning Recurrent Neural Network for Incomplete Time Series Classification
Q Ma*, S Li*, GW Cottrell, (*equal contribution)
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
682020
Dynamic multi-scale convolutional neural network for time series classification
B Qian, Y Xiao, Z Zheng, M Zhou, W Zhuang, S Li, Q Ma
IEEE access 8, 109732-109746, 2020
532020
Self-Supervised Time Series Clustering With Model-Based Dynamics
Q Ma, S Li, W Zhuang, J Wang, D Zeng
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020
502020
Long-short term echo state network for time series prediction
K Zheng, B Qian, S Li, Y Xiao, W Zhuang, Q Ma
IEEE Access 8, 91961-91974, 2020
422020
Adversarial dynamic shapelet networks
Q Ma, W Zhuang, S Li, D Huang, G Cottrell
AAAI2020 34 (04), 5069-5076, 2020
402020
End-to-end time series imputation via residual short paths
L Shen, Q Ma, S Li
ACML2018, 248-263, 2018
302018
Dynamic barycenter averaging kernel in RBF networks for time series classification
K Shi, H Qin, C Sima, S Li, L Shen, Q Ma
IEEE Access 7, 47564-47576, 2019
212019
Modeling User Behavior with Graph Convolution for Personalized Product Search
L Fan, Q Li, B Liu, XM Wu, X Zhang, F Lv, G Lin, S Li, T Jin, K Yang
WWW2022, 203-212, 2022
202022
Joint-Label Learning by Dual Augmentation for Time Series Classification
Q Ma, Z Zheng, J Zheng, S Li, W Zhuang, GW Cottrell
AAAI2021 35 (10), 8847-8855, 2021
172021
Query Rewriting in TaoBao Search
S Li*, F Lv, T Jin, G Li, Y Zheng, T Zhuang, Q Liu, X Zeng, J Kwok, Q Ma
CIKM2022, Best Paper Runner Up, 2022
162022
Make: Vision-language pre-training based product retrieval in taobao search
X Zheng, Z Wang, S Li, K Xu, T Zhuang, Q Liu, X Zeng
Companion Proceedings of the ACM Web Conference 2023, 356-360, 2023
122023
Multiscale echo self-attention memory network for multivariate time series classification
H Lyu, D Huang, S Li, WWY Ng, Q Ma
Neurocomputing 520, 60-72, 2023
122023
Rethinking the Role of Pre-ranking in Large-scale E-Commerce Searching System
Z Zhang, Y Huang, D Ou, S Li, L Li, Q Liu, X Zeng
arXiv preprint arXiv:2305.13647, 2023
72023
Adversarial Learning for Incentive Optimization in Mobile Payment Marketing
X Chen, Z Liu, L Yu, S Li, L Gu, X Zeng, Y Tan, J Gu
CIKM2021, 2940-2944, 2021
72021
Multi-Objective Personalized Product Retrieval in Taobao Search
Y Zheng, J Bian, G Meng, C Zhang, H Wang, Z Zhang, S Li, T Zhuang, ...
arXiv preprint arXiv:2210.04170, 2022
62022
Text Matching Indexers in Taobao Search
S Li, F Lv, R Zhang, D Ou, Z Zhang, M de Rijke
KDD2024, 5339-5350, 2024
12024
Graph Contrastive Learning with Multi-Objective for Personalized Product Retrieval in Taobao Search
L Li, C Zhang, S Li, Y Zhong, Q Liu, X Zeng
arXiv preprint arXiv:2307.04322, 2023
12023
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