Semi-Supervised Multi-Modal Learning with Incomplete Modalities. - Yang Yang 074; De-Chuan Zhan; Xiang-Rong Sheng; Yuan Jiang 001 (IJCAI, 2018)

Distance Metric Facilitated Transportation between Heterogeneous Domains. - Han-Jia Ye; Xiang-Rong Sheng; De-Chuan Zhan; Peng He (IJCAI, 2018)

Multi-View Anomaly Detection: Neighborhood in Locality Matters. - Xiang-Rong Sheng; De-Chuan Zhan; Su Lu; Yuan Jiang 001 (AAAI, 2019)

CAN: Revisiting Feature Co-Action for Click-Through Rate Prediction. - 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; et al. (CoRR, 2020)

Few-shot learning with adaptively initialized task optimizer: a practical meta-learning approach. - Han-Jia Ye; Xiang-Rong Sheng; De-Chuan Zhan (Mach. Learn., 2020)

One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction. - Xiang-Rong Sheng; Liqin Zhao; Guorui Zhou; Xinyao Ding; Binding Dai; Qiang Luo; Siran Yang; Jingshan Lv; Chi Zhang; Hongbo Deng; Xiaoqiang Zhu (CIKM, 2021)

Real Negatives Matter: Continuous Training with Real Negatives for Delayed Feedback Modeling. - Siyu Gu; Xiang-Rong Sheng; Ying Fan; Guorui Zhou; Xiaoqiang Zhu (KDD, 2021)

One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction. - Xiang-Rong Sheng; Liqin Zhao; Guorui Zhou; Xinyao Ding; Binding Dai; Qiang Luo; Siran Yang; Jingshan Lv; Chi Zhang; Xiaoqiang Zhu (CoRR, 2021)

Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Models. - Zhao-Yu Zhang; Xiang-Rong Sheng; Yujing Zhang; Biye Jiang; Shuguang Han; Hongbo Deng; Bo Zheng 007 (CIKM, 2022)

CAN: Feature Co-Action Network for Click-Through Rate Prediction. - 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; et al. (WSDM, 2022)

Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Prediction Models. - Zhao-Yu Zhang; Xiang-Rong Sheng; Yujing Zhang; Biye Jiang; Shuguang Han; Hongbo Deng; Bo Zheng 007 (CoRR, 2022)

COPR: Consistency-Oriented Pre-Ranking for Online Advertising. - Zhishan Zhao; Jingyue Gao; Yu Zhang 176; Shuguang Han; Siyuan Lou; Xiang-Rong Sheng; Zhe Wang; Han Zhu 001; Yuning Jiang 001; Jian Xu 015; Bo Zheng 007 (CIKM, 2023)

Entire Space Cascade Delayed Feedback Modeling for Effective Conversion Rate Prediction. - Yunfeng Zhao; Xu Yan; Xiaoqiang Gui; Shuguang Han; Xiang-Rong Sheng; Guoxian Yu; Jufeng Chen; Zhao Xu; Bo Zheng 007 (CIKM, 2023)

Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach. - Zhangming Chan; Yu Zhang 176; Shuguang Han; Yong Bai; Xiang-Rong Sheng; Siyuan Lou; Jiacen Hu; Baolin Liu 001; Yuning Jiang 001; Jian Xu 015; Bo Zheng 007 (KDD, 2023)

Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model. - Xiang-Rong Sheng; Jingyue Gao; Yueyao Cheng; Siran Yang; Shuguang Han; Hongbo Deng; Yuning Jiang 001; Jian Xu 015; Bo Zheng 007 (KDD, 2023)

Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights. - Xiang-Rong Sheng; Feifan Yang; Litong Gong; Biao Wang; Zhangming Chan; Yujing Zhang; Yueyao Cheng; Yong-Nan Zhu; Tiezheng Ge; Han Zhu 001; Yuning Jiang 001; Jian Xu 015; et al. (CIKM, 2024)

Calibration-compatible Listwise Distillation of Privileged Features for CTR Prediction. - Xiaoqiang Gui; Yueyao Cheng; Xiang-Rong Sheng; Yunfeng Zhao; Guoxian Yu; Shuguang Han; Yuning Jiang 001; Jian Xu 015; Bo Zheng 007 (WSDM, 2024)