Xiaoli Li | Scholar Profiles and Rankings

Publications and Citation History

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Integrating curriculum learning with meta-learning for general rhetoric identification (journal article) Wang, Dian \| Li, Yang \| Wang, Suge \| Li, Xiaoli \| Chen, Xin \| Li, Shuqi \| Liao, Jian \| Li, Deyu International Journal of Machine Learning and Cybernetics, volume 15, issue 6, pages 2411-2425 (2024). 10.1007/s13042-023-02038-7 Cite \| Source
Reinforced Knowledge Distillation for Time Series Regression (journal article) Xu, Qing \| Wu, Keyu \| Wu, Min \| Mao, Kezhi \| Li, Xiaoli \| Chen, Zhenghua IEEE Transactions on Artificial Intelligence, volume 5, issue 6, pages 3184-3194 (2024). 10.1109/TAI.2023.3341854 Cite \| Source
Graph-Aware Contrasting for Multivariate Time-Series Classification (journal article) Wang, Yucheng \| Xu, Yuecong \| Yang, Jianfei \| Wu, Min \| Li, Xiaoli \| Xie, Lihua \| Chen, Zhenghua Proceedings of the AAAI Conference on Artificial Intelligence, volume 38, issue 14, pages 15725-15734 (2024). 10.1609/aaai.v38i14.29501 Cite \| Source
Contrastive Domain Adaptation for Time-Series Via Temporal Mixup (journal article) Eldele, Emadeldeen \| Ragab, Mohamed \| Chen, Zhenghua \| Wu, Min \| Kwoh, Chee-Keong \| Li, Xiaoli IEEE Transactions on Artificial Intelligence, volume 5, issue 3, pages 1185-1194 (2024). 10.1109/TAI.2023.3293473 Cited by (2) \| Cite \| Source
An Adaptive and Dynamical Neural Network for Machine Remaining Useful Life Prediction (journal article) Jin, Ruibing \| Zhou, Duo \| Wu, Min \| Li, Xiaoli \| Chen, Zhenghua IEEE Transactions on Industrial Informatics, volume 20, issue 2, pages 1093-1102 (2024). 10.1109/TII.2023.3254656 Cited by (5) \| Cite \| Source
Multivariate Time-Series Representation Learning via Hierarchical Correlation Pooling Boosted Graph Neural Network (journal article) Wang, Yucheng \| Wu, Min \| Li, Xiaoli \| Xie, Lihua \| Chen, Zhenghua IEEE Transactions on Artificial Intelligence, volume 5, issue 1, pages 321-333 (2024). 10.1109/TAI.2023.3241896 Cited by (3) \| Cite \| Source
From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks (journal article) Geng, Xue \| Wang, Zhe \| Chen, Chunyun \| Xu, Qing \| Xu, Kaixin \| Jin, Chao \| Gupta, Manas \| Yang, Xulei \| Chen, Zhenghua \| Aly, Mohamed M. Sabry \| ... \| Li, Xiaoli IEEE Transactions on Neural Networks and Learning Systems (2024). 10.1109/TNNLS.2024.3394494 Cite \| Source
WiCAU: Comprehensive Partial Adaptation With Uncertainty-Aware for WiFi-Based Cross-Environment Activity Recognition (journal article) Cui, Wei \| Wu, Keyu \| Wu, Min \| Li, Xiaoli \| Chen, Zhenghua IEEE Transactions on Instrumentation and Measurement, volume 73 (2024). 10.1109/TIM.2024.3398094 Cite \| Source
Reinforced Reweighting for Self-supervised Partial Domain Adaptation (journal article) Wu, Keyu \| Chen, Shengkai \| Wu, Min \| Xiang, Shili \| Jin, Ruibing \| Xu, Yuecong \| Li, Xiaoli \| Chen, Zhenghua IEEE Transactions on Artificial Intelligence (2024). 10.1109/TAI.2024.3397288 Cite \| Source
Local–Global Correlation Fusion-Based Graph Neural Network for Remaining Useful Life Prediction (journal article) Wang, Yucheng \| Wu, Min \| Jin, Ruibing \| Li, Xiaoli \| Xie, Lihua \| Chen, Zhenghua IEEE Transactions on Neural Networks and Learning Systems (2024). 10.1109/TNNLS.2023.3330487 Cited by (3) \| Cite \| Source
Self-Supervised Autoregressive Domain Adaptation for Time Series Data (journal article) Ragab, Mohamed \| Eldele, Emadeldeen \| Chen, Zhenghua \| Wu, Min \| Kwoh, Chee-Keong \| Li, Xiaoli IEEE Transactions on Neural Networks and Learning Systems, volume 35, issue 1, pages 1341-1351 (2024). 10.1109/TNNLS.2022.3183252 Cited by (10) \| Cite \| Source
Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification (journal article) Eldele, Emadeldeen \| Ragab, Mohamed \| Chen, Zhenghua \| Wu, Min \| Kwoh, Chee-Keong \| Li, Xiaoli \| Guan, Cuntai IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 45, issue 12, pages 15604-15618 (2023). 10.1109/TPAMI.2023.3308189 Cited by (12) \| Cite \| Source
Identifying implicit emotions via hierarchical structure and rhetorical correlation (journal article) Chen, Xin \| Wang, Suge \| Li, Xiaoli \| Hai, Zhen \| Li, Yang \| Li, Deyu \| Cai, Jianghui International Journal of Machine Learning and Cybernetics, volume 14, issue 11, pages 3753-3764 (2023). 10.1007/s13042-023-01862-1 Cite \| Source
Efficient Joint Optimization of Layer-Adaptive Weight Pruning in Deep Neural Networks (conference) Xu, Kaixin \| Wang, Zhe \| Geng, Xue \| Wu, Min \| Li, Xiaoli \| Lin, Weisi 2023 IEEE/CVF International Conference on Computer Vision (ICCV) (2023) Paris, France 10.1109/ICCV51070.2023.01600 Cited by (2) \| Cite \| Source
Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation (conference) Xu, Yuecong \| Yang, Jianfei \| Zhou, Yunjiao \| Chen, Zhenghua \| Wu, Min \| Li, Xiaoli 2023 IEEE/CVF International Conference on Computer Vision (ICCV) (2023) Paris, France 10.1109/ICCV51070.2023.01237 Cite \| Source
ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data (journal article) Ragab, Mohamed \| Eldele, Emadeldeen \| Tan, Wee Ling \| Foo, Chuan-Sheng \| Chen, Zhenghua \| Wu, Min \| Kwoh, Chee-Keong \| Li, Xiaoli ACM Transactions on Knowledge Discovery from Data, volume 17, issue 8, pages 1-18 (2023). 10.1145/3587937 Cited by (12) \| Cite \| Source
Source-Free Domain Adaptation with Temporal Imputation for Time Series Data (conference) Ragab, Mohamed \| Eldele, Emadeldeen \| Wu, Min \| Foo, Chuan-Sheng \| Li, Xiaoli \| Chen, Zhenghua KDD '23: The 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (2023) Long Beach CA USA 10.1145/3580305.3599507 Cited by (2) \| Cite \| Source
SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein–Protein Interaction Prediction (conference) Zhao, Ziyuan \| Qian, Peisheng \| Yang, Xulei \| Zeng, Zeng \| Guan, Cuntai \| Tam, Wai Leong \| Li, Xiaoli Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23} (2023) Macau, SAR China 10.24963/ijcai.2023/554 Cited by (4) \| Cite \| Source
Distilling Universal and Joint Knowledge for Cross-Domain Model Compression on Time Series Data (conference) Xu, Qing \| Wu, Min \| Li, Xiaoli \| Mao, Kezhi \| Chen, Zhenghua Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23} (2023) Macau, SAR China 10.24963/ijcai.2023/496 Cite \| Source
SEnsor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation (journal article) Wang, Yucheng \| Xu, Yuecong \| Yang, Jianfei \| Chen, Zhenghua \| Wu, Min \| Li, Xiaoli \| Xie, Lihua Proceedings of the AAAI Conference on Artificial Intelligence, volume 37, issue 8, pages 10253-10261 (2023). 10.1609/aaai.v37i8.26221 Cited by (1) \| Cite \| Source