Xiang-Rong Sheng

35 papers A* 8A 8Journal 19

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Delayed Feedback Modeling for Post-Click Gross Merchandise Volume Prediction: Benchmark, Insights and Approaches. WWW Xinyu Li, Sishuo Chen, Guipeng Xv, Li Zhang, Mingxuan Luo, Zhangming Chan, Xiang-Rong Sheng, Han Zhu, Jian Xu, Chen Lin
2026	J	`jnl`	Delayed Feedback Modeling for Post-Click Gross Merchandise Volume Prediction: Benchmark, Insights and Approaches. CoRR Xinyu Li, Sishuo Chen, Guipeng Xv, Li Zhang, Mingxuan Luo, Zhangming Chan, Xiang-Rong Sheng, Han Zhu, Jian Xu, Chen Lin
2026	J	`jnl`	EST: Towards Efficient Scaling Laws in Click-Through Rate Prediction via Unified Modeling. CoRR Mingyang Liu, Yong Bai, Zhangming Chan, Sishuo Chen, Xiang-Rong Sheng, Han Zhu, Jian Xu, Xinyang Chen
2026	J	`jnl`	Fine-grained Semantics Integration for Large Language Model-based Recommendation. CoRR Jiawei Feng, Xiaoyu Kong, Leheng Sheng, Bin Wu, Chao Yi, Feifang Yang, Xiang-Rong Sheng, Han Zhu, Xiang Wang, Jiancan Wu, Xiangnan He
2026	J	`jnl`	MAC: A Conversion Rate Prediction Benchmark Featuring Labels Under Multiple Attribution Mechanisms. CoRR Jinqi Wu, Sishuo Chen, Zhangming Chan, Yong Bai, Lei Zhang, Sheng Chen, Chenghuan Hou, Xiang-Rong Sheng, Han Zhu, Jian Xu, Bo Zheng, Chaoyou Fu
2026	A*	`conf`	Modeling Cascaded Delay Feedback for Online Net Conversion Rate Prediction: Benchmark, Insights and Solutions. WWW Mingxuan Luo, Guipeng Xv, Sishuo Chen, Xinyu Li, Li Zhang, Zhangming Chan, Xiang-Rong Sheng, Han Zhu, Jian Xu, Bo Zheng, Chen Lin
2026	J	`jnl`	Modeling Cascaded Delay Feedback for Online Net Conversion Rate Prediction: Benchmark, Insights and Solutions. CoRR Mingxuan Luo, Guipeng Xv, Sishuo Chen, Xinyu Li, Li Zhang, Zhangming Chan, Xiang-Rong Sheng, Han Zhu, Jian Xu, Bo Zheng, Chen Lin
2025	J	`jnl`	AIF: Asynchronous Inference Framework for Cost-Effective Pre-Ranking. CoRR Zhi Kou, Xiang-Rong Sheng, Shuguang Han, Zhishan Zhao, Yueyao Cheng, Han Zhu, Jian Xu, Bo Zheng
2025	J	`jnl`	MUSE: A Simple Yet Effective Multimodal Search-Based Framework for Lifelong User Interest Modeling. CoRR Bin Wu, Feifan Yang, Zhangming Chan, Yu-Ran Gu, Jiawei Feng, Chao Yi, Xiang-Rong Sheng, Han Zhu, Jian Xu, Mang Ye, Bo Zheng
2025	A	`conf`	See Beyond a Single View: Multi-Attribution Learning Leads to Better Conversion Rate Prediction. CIKM Sishuo Chen, Zhangming Chan, Xiang-Rong Sheng, Lei Zhang, Sheng Chen, Chenghuan Hou, Han Zhu, Jian Xu, Bo Zheng
2025	J	`jnl`	See Beyond a Single View: Multi-Attribution Learning Leads to Better Conversion Rate Prediction. CoRR Sishuo Chen, Zhangming Chan, Xiang-Rong Sheng, Lei Zhang, Sheng Chen, Chenghuan Hou, Han Zhu, Jian Xu, Bo Zheng
2024	A	`conf`	Calibration-compatible Listwise Distillation of Privileged Features for CTR Prediction. WSDM Xiaoqiang Gui, Yueyao Cheng, Xiang-Rong Sheng, Yunfeng Zhao, Guoxian Yu, Shuguang Han, Yuning Jiang, Jian Xu, Bo Zheng
2024	A	`conf`	Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights. CIKM 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
2024	J	`jnl`	Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights. CoRR 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
2023	A	`conf`	COPR: Consistency-Oriented Pre-Ranking for Online Advertising. CIKM Zhishan Zhao, Jingyue Gao, Yu Zhang, Shuguang Han, Siyuan Lou, Xiang-Rong Sheng, Zhe Wang, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng
2023	J	`jnl`	COPR: Consistency-Oriented Pre-Ranking for Online Advertising. CoRR Zhishan Zhao, Jingyue Gao, Yu Zhang, Shuguang Han, Siyuan Lou, Xiang-Rong Sheng, Zhe Wang, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng
2023	J	`jnl`	Calibration-compatible Listwise Distillation of Privileged Features for CTR Prediction. CoRR Xiaoqiang Gui, Yueyao Cheng, Xiang-Rong Sheng, Yunfeng Zhao, Guoxian Yu, Shuguang Han, Yuning Jiang, Jian Xu, Bo Zheng
2023	A*	`conf`	Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach. KDD Zhangming Chan, Yu Zhang, Shuguang Han, Yong Bai, Xiang-Rong Sheng, Siyuan Lou, Jiacen Hu, Baolin Liu, Yuning Jiang, Jian Xu, Bo Zheng
2023	J	`jnl`	Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach. CoRR Zhangming Chan, Yu Zhang, Shuguang Han, Yong Bai, Xiang-Rong Sheng, Siyuan Lou, Jiacen Hu, Baolin Liu, Yuning Jiang, Jian Xu, Bo Zheng
2023	A	`conf`	Entire Space Cascade Delayed Feedback Modeling for Effective Conversion Rate Prediction. CIKM Yunfeng Zhao, Xu Yan, Xiaoqiang Gui, Shuguang Han, Xiang-Rong Sheng, Guoxian Yu, Jufeng Chen, Zhao Xu, Bo Zheng
2023	J	`jnl`	Entire Space Cascade Delayed Feedback Modeling for Effective Conversion Rate Prediction. CoRR Yunfeng Zhao, Xu Yan, Xiaoqiang Gui, Shuguang Han, Xiang-Rong Sheng, Guoxian Yu, Jufeng Chen, Zhao Xu, Bo Zheng
2023	A*	`conf`	Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model. KDD Xiang-Rong Sheng, Jingyue Gao, Yueyao Cheng, Siran Yang, Shuguang Han, Hongbo Deng, Yuning Jiang, Jian Xu, Bo Zheng
2022	A	`conf`	CAN: Feature Co-Action Network for Click-Through Rate Prediction. WSDM 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
2022	J	`jnl`	Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model. CoRR Xiang-Rong Sheng, Jingyue Gao, Yueyao Cheng, Siran Yang, Shuguang Han, Hongbo Deng, Yuning Jiang, Jian Xu, Bo Zheng
2022	A	`conf`	Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Models. CIKM Zhao-Yu Zhang, Xiang-Rong Sheng, Yujing Zhang, Biye Jiang, Shuguang Han, Hongbo Deng, Bo Zheng
2022	J	`jnl`	Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Prediction Models. CoRR Zhao-Yu Zhang, Xiang-Rong Sheng, Yujing Zhang, Biye Jiang, Shuguang Han, Hongbo Deng, Bo Zheng
2021	A	`conf`	One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction. CIKM Xiang-Rong Sheng, Liqin Zhao, Guorui Zhou, Xinyao Ding, Binding Dai, Qiang Luo, Siran Yang, Jingshan Lv, Chi Zhang, Hongbo Deng, Xiaoqiang Zhu
2021	J	`jnl`	One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction. CoRR Xiang-Rong Sheng, Liqin Zhao, Guorui Zhou, Xinyao Ding, Binding Dai, Qiang Luo, Siran Yang, Jingshan Lv, Chi Zhang, Xiaoqiang Zhu
2021	A*	`conf`	Real Negatives Matter: Continuous Training with Real Negatives for Delayed Feedback Modeling. KDD Siyu Gu, Xiang-Rong Sheng, Ying Fan, Guorui Zhou, Xiaoqiang Zhu
2021	J	`jnl`	Real Negatives Matter: Continuous Training with Real Negatives for Delayed Feedback Modeling. CoRR Siyu Gu, Xiang-Rong Sheng, Ying Fan, Guorui Zhou, Xiaoqiang Zhu
2020	J	`jnl`	CAN: Revisiting Feature Co-Action for Click-Through Rate Prediction. CoRR 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
2020	J	`jnl`	Few-shot learning with adaptively initialized task optimizer: a practical meta-learning approach. Mach. Learn. Han-Jia Ye, Xiang-Rong Sheng, De-Chuan Zhan
2019	A*	`conf`	Multi-View Anomaly Detection: Neighborhood in Locality Matters. AAAI Xiang-Rong Sheng, De-Chuan Zhan, Su Lu, Yuan Jiang
2018	A*	`conf`	Distance Metric Facilitated Transportation between Heterogeneous Domains. IJCAI Han-Jia Ye, Xiang-Rong Sheng, De-Chuan Zhan, Peng He
2018	A*	`conf`	Semi-Supervised Multi-Modal Learning with Incomplete Modalities. IJCAI Yang Yang, De-Chuan Zhan, Xiang-Rong Sheng, Yuan Jiang