| Modeling the intensity function of point process via recurrent neural networks S Xiao, J Yan, S M.Chu, X Yang, H Zha Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence …, 2017 | 317 | 2017 |
| Wasserstein Learning of Deep Generative Point Process Models S Xiao, M Farajtabar, X Ye, J Yan, L Song, H Zha Advances in neural information processing systems, 2017 | 199 | 2017 |
| Learning time series associated event sequences with recurrent point process networks S Xiao, J Yan, M Farajtabar, L Song, X Yang, H Zha IEEE transactions on neural networks and learning systems 30 (10), 3124-3136, 2019 | 159* | 2019 |
| Learning temporal point processes via reinforcement learning S Li, S Xiao, S Zhu, N Du, Y Xie, L Song Advances in neural information processing systems 31, 2018 | 124 | 2018 |
| On modeling and predicting individual paper citation count over time S Xiao, J Yan, C Li, B Jin, X Wang, X Yang, SM Chu, H Zha Proceedings of the Twenty-Fifth International Joint Conference on Artificial …, 2016 | 108 | 2016 |
| Learning conditional generative models for temporal point processes S Xiao, H Xu, J Yan, M Farajtabar, X Yang, L Song, H Zha Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 60 | 2018 |
| On predictive patent valuation: Forecasting patent citations and their types X Liu, J Yan, S Xiao, X Wang, H Zha, SM Chu Thirty-First AAAI Conference on Artificial Intelligence, 2017 | 54 | 2017 |
| Modeling Contagious Merger and Acquisition via Point Processes with a Profile Regression Prior J Yan, S Xiao, C Li, B Jin, X Wang, B Ke, X Yang, H Zha Proceedings of the Twenty-Fifth International Joint Conference on Artificial …, 2016 | 30 | 2016 |
| Model-based constrained MDP for budget allocation in sequential incentive marketing S Xiao, L Guo, Z Jiang, L Lv, Y Chen, J Zhu, S Yang Proceedings of the 28th ACM International Conference on Information and …, 2019 | 20 | 2019 |
| Traffic anomaly prediction based on joint static-dynamic spatio-temporal evolutionary learning X Liu, Z Zhang, L Lyu, Z Zhang, S Xiao, C Shen, SY Philip IEEE Transactions on Knowledge and Data Engineering 35 (5), 5356-5370, 2022 | 9 | 2022 |
| Enhancing cross-domain click-through rate prediction via explicit feature augmentation X Chen, Z Cheng, J Yao, C Ju, W Huang, J Lan, X Zeng, S Xiao Companion Proceedings of the ACM on Web Conference 2024, 423-432, 2024 | 7* | 2024 |
| Unsupervised human skeleton extraction from Kinect depth images W Shen, S Xiao, N Jiang, W Liu Proceedings of the 4th International Conference on Internet Multimedia …, 2012 | 7 | 2012 |
| Wear-any-way: Manipulable virtual try-on via sparse correspondence alignment M Chen, X Chen, Z Zhai, C Ju, X Hong, J Lan, S Xiao arXiv preprint arXiv:2403.12965, 2024 | 6 | 2024 |
| Forgedit: Text guided image editing via learning and forgetting S Zhang, S Xiao, W Huang arXiv preprint arXiv:2309.10556, 2023 | 5 | 2023 |
| Mixer: Image to multi-modal retrieval learning for industrial application Z Cheng, S Xiao, Z Zhai, X Zeng, W Huang arXiv preprint arXiv:2305.03972 2, 2023 | 4* | 2023 |
| Turbo: Informativity-driven acceleration plug-in for vision-language models C Ju, H Wang, Z Li, X Chen, Z Zhai, W Huang, S Xiao arXiv preprint arXiv:2312.07408, 2023 | 3 | 2023 |
| Automatic Deduction Path Learning via Reinforcement Learning with Environmental Correction S Xiao, C Pan, M Wang, X Zhu, S Xue, J Wang, Y Hu, J Zhang, J Feng arXiv preprint arXiv:2306.10083, 2023 | 3 | 2023 |
| Tile Networks: Learning Optimal Geometric Layout for Whole-page Recommendation S Xiao, Z Jiang, S Yang International Conference on Artificial Intelligence and Statistics, 8360-8369, 2022 | 3 | 2022 |
| Publication Popularity Modeling via Adversarial Learning of Profile-Specific Dynamic Process S Xiao, J Yan, X Yang, H Zha IEEE Access 6, 19984-19992, 2018 | 2 | 2018 |
| Tunnel Try-on: Excavating Spatial-temporal Tunnels for High-quality Virtual Try-on in Videos Z Xu, M Chen, Z Wang, L Xing, Z Zhai, N Sang, J Lan, S Xiao, C Gao arXiv preprint arXiv:2404.17571, 2024 | 1 | 2024 |
Junchi YanFellow of IAPR, Shanghai Jiao Tong University (2018-), IBM Research (2011-2018)Verified email at cs.sjtu.edu.cn
