A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects H Wen, Y Lin, L Wu, X Mao, T Cai, Y Hou, S Guo, Y Liang, G Jin, Y Zhao, ... arXiv preprint arXiv:2309.01194, 2023 | 1 | 2023 |
Adaptive data augmentation on temporal graphs Y Wang, Y Cai, Y Liang, H Ding, C Wang, S Bhatia, B Hooi Advances in Neural Information Processing Systems 34, 1440-1452, 2021 | 46 | 2021 |
Airformer: Predicting nationwide air quality in china with transformers Y Liang, Y Xia, S Ke, Y Wang, Q Wen, J Zhang, Y Zheng, R Zimmermann Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14329 …, 2023 | 40 | 2023 |
Attend who is weak: Enhancing graph condensation via cross-free adversarial training X Li, K Wang, H Deng, Y Liang, D Wu arXiv preprint arXiv:2311.15772, 2023 | 5 | 2023 |
Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective J Hu, Y Hu, W Chen, M Jin, S Pan, Q Wen, Y Liang arXiv preprint arXiv:2402.11463, 2024 | | 2024 |
Autost: Efficient neural architecture search for spatio-temporal prediction T Li, J Zhang, K Bao, Y Liang, Y Li, Y Zheng Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 83 | 2020 |
AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph✱ Z Pan, S Ke, X Yang, Y Liang, Y Yu, J Zhang, Y Zheng Proceedings of the Web Conference 2021, 1846-1855, 2021 | 68 | 2021 |
AutoSTG+: An automatic framework to discover the optimal network for spatio-temporal graph prediction S Ke, Z Pan, T He, Y Liang, J Zhang, Y Zheng Artificial Intelligence 318, 103899, 2023 | 7 | 2023 |
Beyond geo-localization: Fine-grained orientation of street-view images by cross-view matching with satellite imagery W Hu, Y Zhang, Y Liang, Y Yin, A Georgescu, A Tran, H Kruppa, SK Ng, ... Proceedings of the 30th ACM International Conference on Multimedia, 6155-6164, 2022 | 11 | 2022 |
BiVRec: Bidirectional View-based Multimodal Sequential Recommendation J Hu, J Gao, X Zhao, Y Hu, Y Liang, Y Wang, M He, Z Liu, H Yin arXiv preprint arXiv:2402.17334, 2024 | | 2024 |
Brave the wind and the waves: Discovering robust and generalizable graph lottery tickets K Wang, Y Liang, X Li, G Li, B Ghanem, R Zimmermann, H Yi, Y Zhang, ... IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 | 12 | 2023 |
CityCAN: Causal Attention Network for Citywide Spatio-Temporal Forecasting C Wang, Y Liang, G Tan Proceedings of the 17th ACM International Conference on Web Search and Data …, 2024 | | 2024 |
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation Y Wang, T Zheng, Y Liang, S Liu, M Song arXiv preprint arXiv:2403.01801, 2024 | 1 | 2024 |
ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution Z Zhou, Q Huang, B Wang, J Hou, K Yang, Y Liang, Y Wang arXiv preprint arXiv:2403.01738, 2024 | | 2024 |
Content-Attribute Disentanglement for Generalized Zero-Shot Learning Y An, S Kim, Y Liang, R Zimmermann, D Kim, J Kim IEEE Access 10, 58320-58331, 2022 | | 2022 |
Contrastive Trajectory Similarity Learning with Dual-Feature Attention Y Chang, J Qi, Y Liang, E Tanin IEEE International Conference on Data Engineering (ICDE), 2023 | 9 | 2023 |
Curgraph: Curriculum learning for graph classification Y Wang, W Wang, Y Liang, Y Cai, B Hooi Proceedings of the Web Conference 2021, 1238-1248, 2021 | 47 | 2021 |
Deciphering spatio-temporal graph forecasting: A causal lens and treatment Y Xia, Y Liang, H Wen, X Liu, K Wang, Z Zhou, R Zimmermann Advances in Neural Information Processing Systems 36, 2023 | 16 | 2023 |
Decoupling long-and short-term patterns in spatiotemporal inference J Hu, Y Liang, Z Fan, L Liu, Y Yin, R Zimmermann IEEE Transactions on Neural Networks and Learning Systems, 2023 | 5 | 2023 |
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook X Zou, Y Yan, X Hao, Y Hu, H Wen, E Liu, J Zhang, Y Li, T Li, Y Zheng, ... arXiv preprint arXiv:2402.19348, 2024 | 2 | 2024 |