| Learning representations for time series clustering Q Ma, J Zheng*, S Li*, GW Cottrell, (*equal contribution) NeurIPS2019, Student Travel Award, 3781-3791, 2019 | 194 | 2019 |
| 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 | 61 | 2021 |
| 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 | 55 | 2019 |
| 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 | 44 | 2020 |
| 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 | 41 | 2020 |
| 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 | 36 | 2020 |
| Adversarial dynamic shapelet networks Q Ma, W Zhuang, S Li, D Huang, G Cottrell AAAI2020 34 (04), 5069-5076, 2020 | 36 | 2020 |
| 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 | 34 | 2020 |
| End-to-end time series imputation via residual short paths L Shen, Q Ma, S Li ACML2018, 248-263, 2018 | 24 | 2018 |
| 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 | 19 | 2019 |
| 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 | 14 | 2021 |
| 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 | 13 | 2022 |
| 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 | 9 | 2022 |
| 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 | 8 | 2023 |
| 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 | 6 | 2023 |
| 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 | 5 | 2021 |
| 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 | 2 | 2023 |
| 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 | 2 | 2022 |
| 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 | | 2023 |
| Learning Representations for Incomplete Time Series Clustering Q Ma*, C Chen*, S Li*, GW Cottrell, (*equal contribution) AAAI2021 35 (10), 8837-8846, 2021 | | 2021 |
Qianli MaProfessor of South China University of TechnologyVerified email at scut.edu.cn
