| DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection Y Yang, C Zhang, T Zhou, Q Wen, L Sun Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 42 | 2023 |
| Pipeline safety early warning by multifeature-fusion CNN and LightGBM analysis of signals from distributed optical fiber sensors Y Yang, H Zhang, Y Li IEEE Transactions on Instrumentation and Measurement, 2021 | 31 | 2021 |
| Long-distance pipeline safety early warning: a distributed optical fiber sensing semi-supervised learning method Y Yang, H Zhang, Y Li IEEE Sensors Journal, 2021 | 30 | 2021 |
| Early Safety Warnings for Long-Distance Pipelines: A Distributed Optical Fiber Sensor Machine Learning Approach Y Yang, Y Li, T Zhang, Y Zhou, H Zhang Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2021), 2021 | 27 | 2021 |
| Pipeline Safety Early Warning Method for Distributed Signal using Bilinear CNN and LightGBM Y Yang, Y Li, H Zhang IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021 | 14 | 2021 |
| DynPoint: Dynamic Neural Point For View Synthesis K Zhou, JX Zhong, S Shin, K Lu, Y Yang, A Markham, N Trigoni Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS …, 2023 | 10 | 2023 |
| A novel CNN modeling algorithm for the instantaneous flow rate measurement of gas-liquid multiphase flow H Zhang, Y Yang, M Yang, L Min, Y Li, X Zheng Proceedings of the 12th International Conference on Machine Learning and …, 2021 | 9 | 2021 |
| ECT Attention Reverse Mapping algorithm: visualization of flow pattern heatmap based on convolutional neural network and its impact on ECT image reconstruction Z Xu, F Wu, Y Yang, Y Li Measurement Science and Technology, 2021 | 9 | 2021 |
| A survey on diffusion models for time series and spatio-temporal data Y Yang, M Jin, H Wen, C Zhang, Y Liang, L Ma, Y Wang, C Liu, B Yang, ... arXiv preprint arXiv:2404.18886, 2024 | 7 | 2024 |
| Easy RL: Reinforcement Learning Tutorial Q Wang, Y Yang, J Jiang Posts & Telecom Press: Beijing, China, 2022 | 4 | 2022 |
| Unveiling the Secrets: How Masking Strategies Shape Time Series Imputation L Qian, Z Ibrahim, W Du, Y Yang, RJB Dobson IJCAI24 - AI4TS: AI for time series analysis workshop, 2024 | 3 | 2024 |
| SGDP: A Stream-Graph Neural Network Based Data Prefetcher Y Yang, R Li, Q Shi, X Li, G Hu, X Li, M Yuan International Joint Conference on Neural Networks (IJCNN2023), 2023 | 3 | 2023 |
| Block access pattern discovery via compressed full tensor transformer X Li, Q Shi, G Hu, L Chen, H Mao, Y Yang, M Yuan, J Zeng, Z Cheng Proceedings of the 30th ACM International Conference on Information …, 2021 | 3 | 2021 |
| TSI-Bench: Benchmarking Time Series Imputation W Du*, J Wang*, L Qian*, Y Yang*, F Liu, Z Wang, Z Ibrahim, H Liu, ... arXiv preprint arXiv:2406.12747, 2024 | 2 | 2024 |
| PatchAD: A Lightweight Patch-Based MLP-Mixer for Time Series Anomaly Detection Z Zhong, Z Yu, Y Yang, W Wang, K Yang arXiv preprint arXiv:2401.09793, 2024 | 2 | 2024 |
| AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System C Zhu, Y Yang, K Yang, H Zhang, Q Yang, CL Chen Proceeding of the Thirty-Eighth AAAI Conference on Artificial Intelligence …, 2023 | 1 | 2023 |
| SSL-Net: A Synergistic Spectral and Learning-based Network for Efficient Bird Sound Classification Y Yang, K Zhou, N Trigoni, A Markham IEEE International Conference on Acoustics, Speech, and Signal Processing …, 2023 | 1 | 2023 |
| Intelligent Cross-Organizational Process Mining: A Survey and New Perspectives Y Yang, Z Wu, Y Chu, Z Chen, Z Xu, Q Wen arXiv preprint arXiv:2407.11280, 2024 | | 2024 |
| DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series ZZ Darban, Y Yang, GI Webb, CC Aggarwal, Q Wen, M Salehi arXiv preprint arXiv:2404.11269v2, 2024 | | 2024 |
| Pre-training Feature Guided Diffusion Model for Speech Enhancement Y Yang, N Trigoni, A Markham arXiv preprint arXiv:2406.07646, 2024 | | 2024 |
Yi LiAssociate Professor of Sensing, Imaging & Tomography, Tsinghua UniversityVerified email at sz.tsinghua.edu.cn
