| One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction XR Sheng, L Zhao, G Zhou, X Ding, B Dai, Q Luo, S Yang, J Lv, C Zhang, ... Proceedings of the 30th ACM International Conference on Information …, 2021 | 104 | 2021 |
| CAN: feature co-action network for click-through rate prediction W Bian, K Wu, L Ren, Q Pi, Y Zhang, C Xiao, XR Sheng, YN Zhu, Z Chan, ... Proceedings of the fifteenth ACM international conference on web search and …, 2022 | 65* | 2022 |
| Few-shot learning with adaptively initialized task optimizer: a practical meta-learning approach HJ Ye, XR Sheng, DC Zhan Machine Learning 109, 643-664, 2020 | 34 | 2020 |
| Semi-Supervised Multi-Modal Learning with Incomplete Modalities. Y Yang, DC Zhan, XR Sheng, Y Jiang IJCAI, 2998-3004, 2018 | 33 | 2018 |
| Multi-view anomaly detection: Neighborhood in locality matters XR Sheng, DC Zhan, S Lu, Y Jiang Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 4894-4901, 2019 | 30 | 2019 |
| Real negatives matter: Continuous training with real negatives for delayed feedback modeling S Gu, XR Sheng, Y Fan, G Zhou, X Zhu Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 21 | 2021 |
| Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Models ZY Zhang, XR Sheng, Y Zhang, B Jiang, S Han, H Deng, B Zheng Proceedings of the 31st ACM International Conference on Information …, 2022 | 16* | 2022 |
| Distance Metric Facilitated Transportation between Heterogeneous Domains. HJ Ye, XR Sheng, DC Zhan, P He IJCAI, 3012-3018, 2018 | 10 | 2018 |
| Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach Z Chan, Y Zhang, S Han, Y Bai, XR Sheng, S Lou, J Hu, B Liu, Y Jiang, ... Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 3 | 2023 |
| Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model XR Sheng, J Gao, Y Cheng, S Yang, S Han, H Deng, Y Jiang, J Xu, ... Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 2 | 2023 |
| On Ranking Consistency of Pre-ranking Stage S Gu, XR Sheng, B Jiang, S Lou, S Han, H Deng, B Zheng arXiv preprint arXiv:2205.01289, 2022 | 2 | 2022 |
| Entire Space Cascade Delayed Feedback Modeling for Effective Conversion Rate Prediction Y Zhao, X Yan, X Gui, S Han, XR Sheng, G Yu, J Chen, Z Xu, B Zheng Proceedings of the 32nd ACM International Conference on Information and …, 2023 | | 2023 |
| COPR: Consistency-Oriented Pre-Ranking for Online Advertising Z Zhao, J Gao, Y Zhang, S Han, S Lou, XR Sheng, Z Wang, H Zhu, ... arXiv preprint arXiv:2306.03516, 2023 | | 2023 |
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