| 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, ... CIKM, 4104-4113, 2021 | 189 | 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, ... WSDM, 57-65, 2022 | 97* | 2022 |
| 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 CIKM, 2671-2680, 2022 | 45* | 2022 |
| Semi-Supervised Multi-Modal Learning with Incomplete Modalities. Y Yang, DC Zhan, XR Sheng, Y Jiang IJCAI, 2998-3004, 2018 | 45 | 2018 |
| Few-shot learning with adaptively initialized task optimizer: a practical meta-learning approach HJ Ye, XR Sheng, DC Zhan Machine Learning 109 (3), 643-664, 2020 | 44 | 2020 |
| Multi-view anomaly detection: Neighborhood in locality matters XR Sheng, DC Zhan, S Lu, Y Jiang AAAI 33 (01), 4894-4901, 2019 | 41 | 2019 |
| Real negatives matter: Continuous training with real negatives for delayed feedback modeling S Gu, XR Sheng, Y Fan, G Zhou, X Zhu KDD, 2890-2898, 2021 | 30 | 2021 |
| 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, ... KDD, 4813-4822, 2023 | 18 | 2023 |
| Distance Metric Facilitated Transportation between Heterogeneous Domains. HJ Ye, XR Sheng, DC Zhan, P He IJCAI, 3012-3018, 2018 | 13 | 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 | 11 | 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, ... Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 8 | 2023 |
| 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 | 5 | 2023 |
| Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights XR Sheng, F Yang, L Gong, B Wang, Z Chan, Y Zhang, Y Cheng, YN Zhu, ... Proceedings of the 33rd ACM International Conference on Information and …, 2024 | 3 | 2024 |
| Calibration-compatible Listwise Distillation of Privileged Features for CTR Prediction X Gui, Y Cheng, XR Sheng, Y Zhao, G Yu, S Han, Y Jiang, J Xu, B Zheng Proceedings of the 17th ACM International Conference on Web Search and Data …, 2024 | 2 | 2024 |
| On Ranking Consistency of Pre-ranking Stage S Gu, X Sheng arXiv preprint arXiv:2205.01289, 2022 | 2 | 2022 |
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