Xiang-Rong Sheng

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 23

Top Topics

Ranking Algorithm

Delayed Feedback

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Top Venues

Publications

Xiaoqiang Gui, Yueyao Cheng, Xiang-Rong Sheng, Yunfeng Zhao, Guoxian Yu, Shuguang Han, Yuning Jiang, Jian Xu, Bo Zheng
Calibration-compatible Listwise Distillation of Privileged Features for CTR Prediction. WSDM (2024)
Xiang-Rong Sheng, Feifan Yang, Litong Gong, Biao Wang, Zhangming Chan, Yujing Zhang, Yueyao Cheng, Yong-Nan Zhu, Tiezheng Ge, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng
Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights. CoRR (2024)
Yunfeng Zhao, Xu Yan, Xiaoqiang Gui, Shuguang Han, Xiang-Rong Sheng, Guoxian Yu, Jufeng Chen, Zhao Xu, Bo Zheng
Entire Space Cascade Delayed Feedback Modeling for Effective Conversion Rate Prediction. CIKM (2023)
Xiaoqiang Gui, Yueyao Cheng, Xiang-Rong Sheng, Yunfeng Zhao, Guoxian Yu, Shuguang Han, Yuning Jiang, Jian Xu, Bo Zheng
Calibration-compatible Listwise Distillation of Privileged Features for CTR Prediction. CoRR (2023)
Zhangming Chan, Yu Zhang, Shuguang Han, Yong Bai, Xiang-Rong Sheng, Siyuan Lou, Jiacen Hu, Baolin Liu, Yuning Jiang, Jian Xu, Bo Zheng
Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach. KDD (2023)
Zhishan Zhao, Jingyue Gao, Yu Zhang, Shuguang Han, Siyuan Lou, Xiang-Rong Sheng, Zhe Wang, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng
COPR: Consistency-Oriented Pre-Ranking for Online Advertising. CoRR (2023)
Zhangming Chan, Yu Zhang, Shuguang Han, Yong Bai, Xiang-Rong Sheng, Siyuan Lou, Jiacen Hu, Baolin Liu, Yuning Jiang, Jian Xu, Bo Zheng
Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach. CoRR (2023)
Zhishan Zhao, Jingyue Gao, Yu Zhang, Shuguang Han, Siyuan Lou, Xiang-Rong Sheng, Zhe Wang, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng
COPR: Consistency-Oriented Pre-Ranking for Online Advertising. CIKM (2023)
Yunfeng Zhao, Xu Yan, Xiaoqiang Gui, Shuguang Han, Xiang-Rong Sheng, Guoxian Yu, Jufeng Chen, Zhao Xu, Bo Zheng
Entire Space Cascade Delayed Feedback Modeling for Effective Conversion Rate Prediction. CoRR (2023)
Xiang-Rong Sheng, Jingyue Gao, Yueyao Cheng, Siran Yang, Shuguang Han, Hongbo Deng, Yuning Jiang, Jian Xu, Bo Zheng
Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model. KDD (2023)
Zhao-Yu Zhang, Xiang-Rong Sheng, Yujing Zhang, Biye Jiang, Shuguang Han, Hongbo Deng, Bo Zheng
Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Prediction Models. CoRR (2022)
Xiang-Rong Sheng, Jingyue Gao, Yueyao Cheng, Siran Yang, Shuguang Han, Hongbo Deng, Yuning Jiang, Jian Xu, Bo Zheng
Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model. CoRR (2022)
Zhao-Yu Zhang, Xiang-Rong Sheng, Yujing Zhang, Biye Jiang, Shuguang Han, Hongbo Deng, Bo Zheng
Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Models. CIKM (2022)
Weijie Bian, Kailun Wu, Lejian Ren, Qi Pi, Yujing Zhang, Can Xiao, Xiang-Rong Sheng, Yong-Nan Zhu, Zhangming Chan, Na Mou, Xinchen Luo, Shiming Xiang, Guorui Zhou, Xiaoqiang Zhu, Hongbo Deng
CAN: Feature Co-Action Network for Click-Through Rate Prediction. WSDM (2022)
Xiang-Rong Sheng, Liqin Zhao, Guorui Zhou, Xinyao Ding, Binding Dai, Qiang Luo, Siran Yang, Jingshan Lv, Chi Zhang, Hongbo Deng, Xiaoqiang Zhu
One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction. CIKM (2021)
Siyu Gu, Xiang-Rong Sheng, Ying Fan, Guorui Zhou, Xiaoqiang Zhu
Real Negatives Matter: Continuous Training with Real Negatives for Delayed Feedback Modeling. KDD (2021)
Xiang-Rong Sheng, Liqin Zhao, Guorui Zhou, Xinyao Ding, Binding Dai, Qiang Luo, Siran Yang, Jingshan Lv, Chi Zhang, Xiaoqiang Zhu
One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction. CoRR (2021)
Siyu Gu, Xiang-Rong Sheng, Ying Fan, Guorui Zhou, Xiaoqiang Zhu
Real Negatives Matter: Continuous Training with Real Negatives for Delayed Feedback Modeling. CoRR (2021)
Han-Jia Ye, Xiang-Rong Sheng, De-Chuan Zhan
Few-shot learning with adaptively initialized task optimizer: a practical meta-learning approach. Mach. Learn. 109 (3) (2020)
Guorui Zhou, Weijie Bian, Kailun Wu, Lejian Ren, Qi Pi, Yujing Zhang, Can Xiao, Xiang-Rong Sheng, Na Mou, Xinchen Luo, Chi Zhang, Xianjie Qiao, Shiming Xiang, Kun Gai, Xiaoqiang Zhu, Jian Xu
CAN: Revisiting Feature Co-Action for Click-Through Rate Prediction. CoRR (2020)
Xiang-Rong Sheng, De-Chuan Zhan, Su Lu, Yuan Jiang
Multi-View Anomaly Detection: Neighborhood in Locality Matters. AAAI (2019)
Han-Jia Ye, Xiang-Rong Sheng, De-Chuan Zhan, Peng He
Distance Metric Facilitated Transportation between Heterogeneous Domains. IJCAI (2018)
Yang Yang, De-Chuan Zhan, Xiang-Rong Sheng, Yuan Jiang
Semi-Supervised Multi-Modal Learning with Incomplete Modalities. IJCAI (2018)