Guorui Zhou

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 48

Top Topics

Prediction Model

Top Venues

Publications

Jiaxin Deng, Shiyao Wang, Yuchen Wang, Jiansong Qi, Liqin Zhao, Guorui Zhou, Gaofeng Meng
MMBee: Live Streaming Gift-Sending Recommendations via Multi-Modal Fusion and Behaviour Expansion. CoRR (2024)
Jiaxin Deng, Shiyao Wang, Yuchen Wang, Jiansong Qi, Liqin Zhao, Guorui Zhou, Gaofeng Meng
MMBee: Live Streaming Gift-Sending Recommendations via Multi-Modal Fusion and Behaviour Expansion. KDD (2024)
Chunxu Zhang, Guodong Long, Hongkuan Guo, Xiao Fang, Yang Song, Zhaojie Liu, Guorui Zhou, Zijian Zhang, Yang Liu, Bo Yang
Federated Adaptation for Foundation Model-based Recommendations. CoRR (2024)
Xiuqi Deng, Lu Xu, Xiyao Li, Jinkai Yu, Erpeng Xue, Zhongyuan Wang, Di Zhang, Zhaojie Liu, Guorui Zhou, Yang Song, Na Mou, Shen Jiang, Han Li
End-to-end training of Multimodal Model and ranking Model. CoRR (2024)
Fan Li, Xu Si, Shisong Tang, Dingmin Wang, Kunyan Han, Bing Han, Guorui Zhou, Yang Song, Hechang Chen
Contextual Distillation Model for Diversified Recommendation. CoRR (2024)
Hongzun Liu, Kang Yin, Tianyu Sun, Rui Huang, Yunsong Li, Xiao Fang, Zhaojie Liu, Weidong Liu, Guorui Zhou
De-Anchor: Mitigating Attention Polarization for Lifelong User Behavior Modeling in Click-Through Rate Prediction. WWW (Companion Volume) (2024)
Jiaxin Deng, Shiyao Wang, Dong Shen, Liqin Zhao, Fan Yang, Guorui Zhou, Gaofeng Meng
A Multimodal Transformer for Live Streaming Highlight Prediction. CoRR (2024)
Fengqi Liang, Baigong Zheng, Liqin Zhao, Guorui Zhou, Qian Wang, Yanan Niu
Ensure Timeliness and Accuracy: A Novel Sliding Window Data Stream Paradigm for Live Streaming Recommendation. CoRR (2024)
Fan Li, Xu Si, Shisong Tang, Dingmin Wang, Kunyan Han, Bing Han, Guorui Zhou, Yang Song, Hechang Chen
Contextual Distillation Model for Diversified Recommendation. KDD (2024)
Xinrun Du, Zhouliang Yu, Songyang Gao, Ding Pan, Yuyang Cheng, Ziyang Ma, Ruibin Yuan, Xingwei Qu, Jiaheng Liu, Tianyu Zheng, Xinchen Luo, Guorui Zhou, Binhang Yuan, Wenhu Chen, Jie Fu, Ge Zhang
Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model. CoRR (2024)
Cheng Wu, Chaokun Wang, Jingcao Xu, Ziwei Fang, Tiankai Gu, Changping Wang, Yang Song, Kai Zheng, Xiaowei Wang, Guorui Zhou
Instant Representation Learning for Recommendation over Large Dynamic Graphs. ICDE (2023)
Jingcao Xu, Chaokun Wang, Cheng Wu, Yang Song, Kai Zheng, Xiaowei Wang, Changping Wang, Guorui Zhou, Kun Gai
Multi-behavior Self-supervised Learning for Recommendation. CoRR (2023)
Ziang Yan, Shusen Wang, Guorui Zhou, Jingjian Lin, Peng Jiang
An End-to-End Framework for Marketing Effectiveness Optimization under Budget Constraint. CoRR (2023)
Jiaxin Deng, Dong Shen, Shiyao Wang, Xiangyu Wu, Fan Yang, Guorui Zhou, Gaofeng Meng
ContentCTR: Frame-level Live Streaming Click-Through Rate Prediction with Multimodal Transformer. CoRR (2023)
Jingcao Xu, Chaokun Wang, Cheng Wu, Yang Song, Kai Zheng, Xiaowei Wang, Changping Wang, Guorui Zhou, Kun Gai
Multi-behavior Self-supervised Learning for Recommendation. SIGIR (2023)
Cheng Wu, Chaokun Wang, Jingcao Xu, Ziwei Fang, Tiankai Gu, Changping Wang, Yang Song, Kai Zheng, Xiaowei Wang, Guorui Zhou
Instant Representation Learning for Recommendation over Large Dynamic Graphs. CoRR (2023)
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)
Guorui Zhou, Siheng Xiang, Hui You, Chunling Li, Longfei Niu, Yilan Jiang, Xin-Xiang Miao, Xiufang Xie
A Novel Airborne Molecular Contaminants Sensor Based on Sagnac Microfiber Structure. Sensors 22 (4) (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)
Siheng Xiang, Hui You, Xin-Xiang Miao, Longfei Niu, Caizhen Yao, Yilan Jiang, Guorui Zhou
An Ultra-Sensitive Multi-Functional Optical Micro/Nanofiber Based on Stretchable Encapsulation. Sensors 21 (22) (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)
Xiaoqiang Zhu, Kuang-chih Lee, Guorui Zhou, Biye Jiang, Zhe Wang, Ruiming Tang, Kan Ren, Qingyao Ai, Weinan Zhang
3rd International Workshop on Deep Learning Practice for High-Dimensional Sparse Data with KDD 2021. KDD (2021)
Biye Jiang, Pengye Zhang, Rihan Chen, Binding Dai, Xinchen Luo, Yin Yang, Guan Wang, Guorui Zhou, Xiaoqiang Zhu, Kun Gai
DCAF: A Dynamic Computation Allocation Framework for Online Serving System. CoRR (2020)
Jiarui Jin, Yuchen Fang, Weinan Zhang, Kan Ren, Guorui Zhou, Jian Xu, Yong Yu, Jun Wang, Xiaoqiang Zhu, Kun Gai
A Deep Recurrent Survival Model for Unbiased Ranking. CoRR (2020)
Qi Pi, Xiaoqiang Zhu, Guorui Zhou, Yujing Zhang, Zhe Wang, Lejian Ren, Ying Fan, Kun Gai
Search-based User Interest Modeling with Lifelong Sequential Behavior Data for Click-Through Rate Prediction. CoRR (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)
Qi Pi, Guorui Zhou, Yujing Zhang, Zhe Wang, Lejian Ren, Ying Fan, Xiaoqiang Zhu, Kun Gai
Search-based User Interest Modeling with Lifelong Sequential Behavior Data for Click-Through Rate Prediction. CIKM (2020)
Zhe Wang, Liqin Zhao, Biye Jiang, Guorui Zhou, Xiaoqiang Zhu, Kun Gai
COLD: Towards the Next Generation of Pre-Ranking System. CoRR (2020)
Jiarui Jin, Yuchen Fang, Weinan Zhang, Kan Ren, Guorui Zhou, Jian Xu, Yong Yu, Jun Wang, Xiaoqiang Zhu, Kun Gai
A Deep Recurrent Survival Model for Unbiased Ranking. SIGIR (2020)
Kan Ren, Jiarui Qin, Yuchen Fang, Weinan Zhang, Lei Zheng, Weijie Bian, Guorui Zhou, Jian Xu, Yong Yu, Xiaoqiang Zhu, Kun Gai
Lifelong Sequential Modeling with Personalized Memorization for User Response Prediction. SIGIR (2019)
Kan Ren, Jiarui Qin, Yuchen Fang, Weinan Zhang, Lei Zheng, Weijie Bian, Guorui Zhou, Jian Xu, Yong Yu, Xiaoqiang Zhu, Kun Gai
Lifelong Sequential Modeling with Personalized Memorization for User Response Prediction. CoRR (2019)
Guorui Zhou, Kailun Wu, Weijie Bian, Zhao Yang, Xiaoqiang Zhu, Kun Gai
Res-embedding for Deep Learning Based Click-Through Rate Prediction Modeling. CoRR (2019)
Qi Pi, Weijie Bian, Guorui Zhou, Xiaoqiang Zhu, Kun Gai
Practice on Long Sequential User Behavior Modeling for Click-Through Rate Prediction. CoRR (2019)
Qi Pi, Weijie Bian, Guorui Zhou, Xiaoqiang Zhu, Kun Gai
Practice on Long Sequential User Behavior Modeling for Click-Through Rate Prediction. KDD (2019)
Guorui Zhou, Na Mou, Ying Fan, Qi Pi, Weijie Bian, Chang Zhou, Xiaoqiang Zhu, Kun Gai
Deep Interest Evolution Network for Click-Through Rate Prediction. AAAI (2019)
Guorui Zhou, Xiaoqiang Zhu, Chengru Song, Ying Fan, Han Zhu, Xiao Ma, Yanghui Yan, Junqi Jin, Han Li, Kun Gai
Deep Interest Network for Click-Through Rate Prediction. KDD (2018)
Guorui Zhou, Ying Fan, Runpeng Cui, Weijie Bian, Xiaoqiang Zhu, Kun Gai
Rocket Launching: A Universal and Efficient Framework for Training Well-Performing Light Net. AAAI (2018)
Guorui Zhou, Na Mou, Ying Fan, Qi Pi, Weijie Bian, Chang Zhou, Xiaoqiang Zhu, Kun Gai
Deep Interest Evolution Network for Click-Through Rate Prediction. CoRR (2018)
Tiezheng Ge, Liqin Zhao, Guorui Zhou, Keyu Chen, Shuying Liu, Huiming Yi, Zelin Hu, Bochao Liu, Peng Sun, Haoyu Liu, Pengtao Yi, Sui Huang, Zhiqiang Zhang, Xiaoqiang Zhu, Yu Zhang, Kun Gai
Image Matters: Visually Modeling User Behaviors Using Advanced Model Server. CIKM (2018)
Guorui Zhou, Qiang Wu, Rahul Kumar, Wai Pang Ng, Hao Liu, Longfei Niu, Nageswara Lalam, Xiaodong Yuan, Yuliya Semenova, Gerald Farrell, Jinhui Yuan, Chongxiu Yu, Jie Zeng, Gui Yun Tian, Yong Qing Fu
High Sensitivity Refractometer Based on Reflective Smf-Small Diameter No Core Fiber Structure. Sensors 17 (6) (2017)
Guorui Zhou, Chengru Song, Xiaoqiang Zhu, Xiao Ma, Yanghui Yan, Xingya Dai, Han Zhu, Junqi Jin, Han Li, Kun Gai
Deep Interest Network for Click-Through Rate Prediction. CoRR (2017)
Guorui Zhou, Ying Fan, Runpeng Cui, Weijie Bian, Xiaoqiang Zhu, Kun Gai
Rocket Launching: A Universal and Efficient Framework for Training Well-performing Light Net. CoRR (2017)
Wendong Ding, Zhengtao Zhang, Da-Peng Zhang, De Xu, Hai-Bing Lv, Xin-Xiang Miao, Guorui Zhou, Hao Liu
An effective on-line surface particles inspection instrument for large aperture optical element. Int. J. Autom. Comput. 14 (4) (2017)
Tiezheng Ge, Liqin Zhao, Guorui Zhou, Keyu Chen, Shuying Liu, Huiming Yi, Zelin Hu, Bochao Liu, Peng Sun, Haoyu Liu, Pengtao Yi, Sui Huang, Zhiqiang Zhang, Xiaoqiang Zhu, Yu Zhang, Kun Gai
Image Matters: Jointly Train Advertising CTR Model with Image Representation of Ad and User Behavior. CoRR (2017)
Guorui Zhou, Guang Chen
Hierarchical Latent Semantic Mapping for automated topic generation. SNPD (2016)
Guorui Zhou, Guang Chen
Hierarchical Latent Semantic Mapping for Automated Topic Generation. Int. J. Networked Distributed Comput. 4 (2) (2016)
Guorui Zhou, Guang Chen
Hierarchical Latent Semantic Mapping for Automated Topic Generation. CoRR (2015)