Hierarchical Latent Semantic Mapping for Automated Topic Generation. - Guorui Zhou; Guang Chen (Int. J. Networked Distributed Comput., 2016)

Deep Interest Network for Click-Through Rate Prediction. - Guorui Zhou; Chengru Song; Xiaoqiang Zhu; Xiao Ma 028; Yanghui Yan; Xingya Dai; Han Zhu 001; Junqi Jin; Han Li 005; Kun Gai (CoRR, 2017)

Image Matters: Jointly Train Advertising CTR Model with Image Representation of Ad and User Behavior. - Tiezheng Ge; Liqin Zhao; Guorui Zhou; Keyu Chen; Shuying Liu; Huiming Yi; Zelin Hu; Bochao Liu; Peng Sun; Haoyu Liu; Pengtao Yi; Sui Huang; et al. (CoRR, 2017)

An effective on-line surface particles inspection instrument for large aperture optical element. - Wendong Ding; Zhengtao Zhang; Da-Peng Zhang; De Xu; Hai-Bing Lv; Xin-Xiang Miao; Guorui Zhou; Hao Liu (Int. J. Autom. Comput., 2017)

High Sensitivity Refractometer Based on Reflective Smf-Small Diameter No Core Fiber Structure. - Guorui Zhou; Qiang Wu 005; Rahul Kumar; Wai Pang Ng; Hao Liu; Longfei Niu; Nageswara Lalam; Xiaodong Yuan; Yuliya Semenova; Gerald Farrell; Jinhui Yuan; Chongxiu Yu; et al. (Sensors, 2017)

Rocket Launching: A Universal and Efficient Framework for Training Well-Performing Light Net. - Guorui Zhou; Ying Fan; Runpeng Cui; Weijie Bian; Xiaoqiang Zhu; Kun Gai (AAAI, 2018)

Image Matters: Visually Modeling User Behaviors Using Advanced Model Server. - Tiezheng Ge; Liqin Zhao; Guorui Zhou; Keyu Chen; Shuying Liu; Huiming Yi; Zelin Hu; Bochao Liu; Peng Sun; Haoyu Liu; Pengtao Yi; Sui Huang; et al. (CIKM, 2018)

Deep Interest Network for Click-Through Rate Prediction. - Guorui Zhou; Xiaoqiang Zhu; Chengru Song; Ying Fan; Han Zhu 001; Xiao Ma 028; Yanghui Yan; Junqi Jin; Han Li 005; Kun Gai (KDD, 2018)

Deep Interest Evolution Network for Click-Through Rate Prediction. - Guorui Zhou; Na Mou; Ying Fan; Qi Pi; Weijie Bian; Chang Zhou; Xiaoqiang Zhu; Kun Gai (AAAI, 2019)

Practice on Long Sequential User Behavior Modeling for Click-Through Rate Prediction. - Qi Pi; Weijie Bian; Guorui Zhou; Xiaoqiang Zhu; Kun Gai (KDD, 2019)

Lifelong Sequential Modeling with Personalized Memorization for User Response Prediction. - Kan Ren; Jiarui Qin; Yuchen Fang; Weinan Zhang 001; Lei Zheng; Weijie Bian; Guorui Zhou; Jian Xu 015; Yong Yu 001; Xiaoqiang Zhu; Kun Gai (SIGIR, 2019)

Res-embedding for Deep Learning Based Click-Through Rate Prediction Modeling. - Guorui Zhou; Kailun Wu; Weijie Bian; Zhao Yang; Xiaoqiang Zhu; Kun Gai (CoRR, 2019)

Search-based User Interest Modeling with Lifelong Sequential Behavior Data for Click-Through Rate Prediction. - Qi Pi; Guorui Zhou; Yujing Zhang; Zhe Wang; Lejian Ren; Ying Fan; Xiaoqiang Zhu; Kun Gai (CIKM, 2020)

A Deep Recurrent Survival Model for Unbiased Ranking. - Jiarui Jin; Yuchen Fang; Weinan Zhang 001; Kan Ren; Guorui Zhou; Jian Xu 015; Yong Yu 001; Jun Wang 012; Xiaoqiang Zhu; Kun Gai (SIGIR, 2020)

DCAF: A Dynamic Computation Allocation Framework for Online Serving System. - Biye Jiang; Pengye Zhang; Rihan Chen; Binding Dai; Xinchen Luo; Yin Yang; Guan Wang; Guorui Zhou; Xiaoqiang Zhu; Kun Gai (CoRR, 2020)

COLD: Towards the Next Generation of Pre-Ranking System. - Zhe Wang; Liqin Zhao; Biye Jiang; Guorui Zhou; Xiaoqiang Zhu; Kun Gai (CoRR, 2020)

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)

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)

3rd International Workshop on Deep Learning Practice for High-Dimensional Sparse Data with KDD 2021. - Xiaoqiang Zhu; Kuang-chih Lee; Guorui Zhou; Biye Jiang; Zhe Wang; Ruiming Tang; Kan Ren; Qingyao Ai; Weinan Zhang 001 (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)

An Ultra-Sensitive Multi-Functional Optical Micro/Nanofiber Based on Stretchable Encapsulation. - Siheng Xiang; Hui You; Xin-Xiang Miao; Longfei Niu; Caizhen Yao; Yilan Jiang; Guorui Zhou (Sensors, 2021)

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)

A Novel Airborne Molecular Contaminants Sensor Based on Sagnac Microfiber Structure. - Guorui Zhou; Siheng Xiang; Hui You; Chunling Li; Longfei Niu; Yilan Jiang; Xin-Xiang Miao; Xiufang Xie (Sensors, 2022)

Instant Representation Learning for Recommendation over Large Dynamic Graphs. - Cheng Wu; Chaokun Wang; Jingcao Xu; Ziwei Fang; Tiankai Gu; Changping Wang; Yang Song 008; Kai Zheng 001; Xiaowei Wang; Guorui Zhou (ICDE, 2023)

Multi-behavior Self-supervised Learning for Recommendation. - Jingcao Xu; Chaokun Wang; Cheng Wu; Yang Song 008; Kai Zheng 001; Xiaowei Wang; Changping Wang; Guorui Zhou; Kun Gai (SIGIR, 2023)

An End-to-End Framework for Marketing Effectiveness Optimization under Budget Constraint. - Ziang Yan; Shusen Wang; Guorui Zhou; Jingjian Lin; Peng Jiang (CoRR, 2023)

ContentCTR: Frame-level Live Streaming Click-Through Rate Prediction with Multimodal Transformer. - Jiaxin Deng; Dong Shen; Shiyao Wang 001; Xiangyu Wu; Fan Yang 094; Guorui Zhou; Gaofeng Meng (CoRR, 2023)

A Multimodal Transformer for Live Streaming Highlight Prediction. - Jiaxin Deng; Shiyao Wang 001; Dong Shen; Liqin Zhao; Fan Yang 094; Guorui Zhou; Gaofeng Meng (ICME, 2024)

Federated Adaptation for Foundation Model-based Recommendations. - Chunxu Zhang; Guodong Long; Hongkuan Guo; Xiao Fang; Yang Song; Zhaojie Liu; Guorui Zhou; Zijian Zhang 009; Yang Liu 165; Bo Yang 002 (IJCAI, 2024)

MMBee: Live Streaming Gift-Sending Recommendations via Multi-Modal Fusion and Behaviour Expansion. - Jiaxin Deng; Shiyao Wang 001; Yuchen Wang; Jiansong Qi; Liqin Zhao; Guorui Zhou; Gaofeng Meng (KDD, 2024)

Contextual Distillation Model for Diversified Recommendation. - Fan Li 017; Xu Si; Shisong Tang; Dingmin Wang; Kunyan Han; Bing Han; Guorui Zhou; Yang Song 008; Hechang Chen (KDD, 2024)

De-Anchor: Mitigating Attention Polarization for Lifelong User Behavior Modeling in Click-Through Rate Prediction. - Hongzun Liu; Kang Yin; Tianyu Sun; Rui Huang; Yunsong Li; Xiao Fang; Zhaojie Liu; Weidong Liu 001; Guorui Zhou (WWW (Companion Volume), 2024)

Ensure Timeliness and Accuracy: A Novel Sliding Window Data Stream Paradigm for Live Streaming Recommendation. - Fengqi Liang; Baigong Zheng; Liqin Zhao; Guorui Zhou; Qian Wang; Yanan Niu (CoRR, 2024)

Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model. - Xinrun Du; Zhouliang Yu; Songyang Gao; Ding Pan; Yuyang Cheng; Ziyang Ma 001; Ruibin Yuan; Xingwei Qu; Jiaheng Liu; Tianyu Zheng; Xinchen Luo; Guorui Zhou; et al. (CoRR, 2024)

End-to-end training of Multimodal Model and ranking Model. - Xiuqi Deng; Lu Xu; Xiyao Li; Jinkai Yu; Erpeng Xue; Zhongyuan Wang; Di Zhang; Zhaojie Liu; Guorui Zhou; Yang Song; Na Mou; Shen Jiang; et al. (CoRR, 2024)

Moment&Cross: Next-Generation Real-Time Cross-Domain CTR Prediction for Live-Streaming Recommendation at Kuaishou. - Jiangxia Cao; Shen Wang; Yue Li; Shenghui Wang; Jian Tang; Shiyao Wang 001; Shuang Yang; Zhaojie Liu; Guorui Zhou (CoRR, 2024)

A Unified Framework for Cross-Domain Recommendation. - Jiangxia Cao; Shen Wang; Gaode Chen; Rui Huang; Shuang Yang; Zhaojie Liu; Guorui Zhou (CoRR, 2024)

RecFlow: An Industrial Full Flow Recommendation Dataset. - Qi Liu 003; Kai Zheng 001; Rui Huang; Wuchao Li; Kuo Cai; Yuan Chai; Yanan Niu; Yiqun Hui; Bing Han; Na Mou; Hongning Wang; Wentian Bao; et al. (CoRR, 2024)

MARM: Unlocking the Future of Recommendation Systems through Memory Augmentation and Scalable Complexity. - Xiao Lv; Jiangxia Cao; Shijie Guan; Xiaoyou Zhou; Zhiguang Qi; Yaqiang Zang; Ming Li; Ben Wang 006; Kun Gai; Guorui Zhou (CoRR, 2024)

KuaiFormer: Transformer-Based Retrieval at Kuaishou. - Chi Liu; Jiangxia Cao; Rui Huang; Kai Zheng 001; Qiang Luo; Kun Gai; Guorui Zhou (CoRR, 2024)

QARM: Quantitative Alignment Multi-Modal Recommendation at Kuaishou. - Xinchen Luo; Jiangxia Cao; Tianyu Sun; Jinkai Yu; Rui Huang; Wei Yuan; Hezheng Lin; Yichen Zheng; Shiyao Wang 001; Qigen Hu; Changqing Qiu; Jiaqi Zhang; et al. (CoRR, 2024)

CRM: Retrieval Model with Controllable Condition. - Chi Liu; Jiangxia Cao; Rui Huang; Kuo Cai; Weifeng Ding; Qiang Luo; Kun Gai; Guorui Zhou (CoRR, 2024)

Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach. - Chunxu Zhang; Guodong Long; Hongkuan Guo; Zhaojie Liu; Guorui Zhou; Zijian Zhang 009; Yang Liu 165; Bo Yang 002 (AAAI, 2025)

RecFlow: An Industrial Full Flow Recommendation Dataset. - Qi Liu 003; Kai Zheng 007; Rui Huang; Wuchao Li; Kuo Cai; Yuan Chai; Yanan Niu; Yiqun Hui; Bing Han; Na Mou; Hongning Wang; Wentian Bao; et al. (ICLR, 2025)

HoME: Hierarchy of Multi-Gate Experts for Multi-Task Learning at Kuaishou. - Xu Wang; Jiangxia Cao; Zhiyi Fu; Kun Gai; Guorui Zhou (KDD (1), 2025)

Short Video Segment-level User Dynamic Interests Modeling in Personalized Recommendation. - Zhiyu He; Zhixin Ling; Jiayu Li 001; Zhiqiang Guo; Weizhi Ma; Xinchen Luo; Min Zhang 006; Guorui Zhou (SIGIR, 2025)

FIM: Frequency-Aware Multi-View Interest Modeling for Local-Life Service Recommendation. - Guoquan Wang; Qiang Luo; Weisong Hu; Pengfei Yao; Wencong Zeng; Guorui Zhou; Kun Gai (SIGIR, 2025)

DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models. - Wuchao Li; Rui Huang; Haijun Zhao; Chi Liu; Kai Zheng 001; Qi Liu 003; Na Mou; Guorui Zhou; Defu Lian; Yang Song 008; Wentian Bao; Enyun Yu; et al. (WSDM, 2025)

ChorusCVR: Chorus Supervision for Entire Space Post-Click Conversion Rate Modeling. - Wei Cheng; Yucheng Lu; Boyang Xia; Jiangxia Cao; Kuan Xu; Mingxing Wen; Wei Jiang; Jiaming Zhang; Zhaojie Liu; Liyin Hong; Kun Gai; Guorui Zhou (CoRR, 2025)

OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment. - Jiaxin Deng; Shiyao Wang 001; Kuo Cai; Lejian Ren; Qigen Hu; Weifeng Ding; Qiang Luo; Guorui Zhou (CoRR, 2025)

LLM-Alignment Live-Streaming Recommendation. - Yueyang Liu; Jiangxia Cao; Shen Wang; Shuang Wen 008; Xiang Chen; Xiangyu Wu; Shuang Yang; Zhaojie Liu; Kun Gai; Guorui Zhou (CoRR, 2025)

Leanabell-Prover: Posttraining Scaling in Formal Reasoning. - Jingyuan Zhang; Qi Wang; Xingguang Ji; Yahui Liu; Yang Yue; Fuzheng Zhang; Di Zhang; Guorui Zhou; Kun Gai (CoRR, 2025)

Pantheon: Personalized Multi-objective Ensemble Sort via Iterative Pareto Policy Optimization. - Jiangxia Cao; Pengbo Xu; Yin Cheng; Kaiwei Guo; Jian Tang; Shijun Wang; Dewei Leng; Shuang Yang; Zhaojie Liu; Yanan Niu; Guorui Zhou; Kun Gai (CoRR, 2025)

Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning. - Guanting Dong; Yifei Chen 001; Xiaoxi Li; Jiajie Jin; Hongjin Qian; Yutao Zhu 001; Hangyu Mao; Guorui Zhou; Zhicheng Dou; Ji-Rong Wen (CoRR, 2025)

Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval. - Fanheng Kong; Jingyuan Zhang; Yahui Liu; Hongzhi Zhang; Shi Feng 001; Xiaocui Yang; Daling Wang; Yu Tian; Victoria W.; Fuzheng Zhang; Guorui Zhou (CoRR, 2025)

Why Distillation can Outperform Zero-RL: The Role of Flexible Reasoning. - Xiao Hu; Xingyu Lu; Liyuan Mao; Yifan Zhang 004; Tianke Zhang; Bin Wen; Fan Yang 094; Tingting Gao; Guorui Zhou (CoRR, 2025)

OneRec Technical Report. - Guorui Zhou; Jiaxin Deng; Jinghao Zhang; Kuo Cai; Lejian Ren; Qiang Luo; Qianqian Wang; Qigen Hu; Rui Huang; Shiyao Wang 001; Weifeng Ding; Wuchao Li; et al. (CoRR, 2025)

Kwai Keye-VL Technical Report. - Kwai Keye Team; Biao Yang; Bin Wen; Changyi Liu; Chenglong Chu; Chengru Song; Chongling Rao; Chuan Yi; Da Li 003; Dunju Zang; Fan Yang 094; Guorui Zhou; et al. (CoRR, 2025)

RLEP: Reinforcement Learning with Experience Replay for LLM Reasoning. - Hongzhi Zhang; Jia Fu; Jingyuan Zhang; Kai Fu; Qi Wang; Fuzheng Zhang; Guorui Zhou (CoRR, 2025)

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning. - Xingguang Ji; Yahui Liu; Qi Wang; Jingyuan Zhang; Yang Yue; Rui Shi; Chenxi Sun; Fuzheng Zhang; Guorui Zhou; Kun Gai (CoRR, 2025)

Stabilizing Knowledge, Promoting Reasoning: Dual-Token Constraints for RLVR. - Jiakang Wang; Runze Liu; Fuzheng Zhang; Xiu Li; Guorui Zhou (CoRR, 2025)

Agentic Reinforced Policy Optimization. - Guanting Dong; Hangyu Mao; Kai Ma; Licheng Bao; Yifei Chen 001; Zhongyuan Wang 006; Zhongxia Chen; Jiazhen Du; Huiyang Wang; Fuzheng Zhang; Guorui Zhou; Yutao Zhu 001; et al. (CoRR, 2025)

Klear-CodeTest: Scalable Test Case Generation for Code Reinforcement Learning. - Jia Fu; Xinyu Yang; Hongzhi Zhang; Yahui Liu; Jingyuan Zhang; Qi Wang; Fuzheng Zhang; Guorui Zhou (CoRR, 2025)

AR-GRPO: Training Autoregressive Image Generation Models via Reinforcement Learning. - Shihao Yuan; Yahui Liu; Yang Yue; Jingyuan Zhang; Wangmeng Zuo; Qi Wang; Fuzheng Zhang; Guorui Zhou (CoRR, 2025)

Selection and Exploitation of High-Quality Knowledge from Large Language Models for Recommendation. - Guanchen Wang; Mingming Ha; Tianbao Ma; Linxun Chen; Zhaojie Liu; Guorui Zhou; Kun Gai (CoRR, 2025)

Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization. - Zhenpeng Su; Leiyu Pan; Xue Bai; Dening Liu; Guanting Dong; Jiaming Huang; Wenping Hu; Fuzheng Zhang; Kun Gai; Guorui Zhou (CoRR, 2025)

COMPEER: Controllable Empathetic Reinforcement Reasoning for Emotional Support Conversation. - Yunxiao Wang; Meng Liu 006; Wenqi Liu; Kaiyu Jiang; Bin Wen; Fan Yang 094; Tingting Gao; Guorui Zhou; Liqiang Nie (CoRR, 2025)

Thyme: Think Beyond Images. - Yifan Zhang 004; Xingyu Lu; Shukang Yin; Chaoyou Fu; Wei Chen 070; Xiao Hu; Bin Wen; Kaiyu Jiang; Changyi Liu; Tianke Zhang; Haonan Fan; Kaibing Chen; et al. (CoRR, 2025)

MISS: Multi-Modal Tree Indexing and Searching with Lifelong Sequential Behavior for Retrieval Recommendation. - Chengcheng Guo; Junda She; Kuo Cai; Shiyao Wang 001; Qigen Hu; Qiang Luo; Kun Gai; Guorui Zhou (CoRR, 2025)

OneLoc: Geo-Aware Generative Recommender Systems for Local Life Service. - Zhipeng Wei; Kuo Cai; Junda She; Jie Chen; Minghao Chen; Yang Zeng; Qiang Luo; Wencong Zeng; Ruiming Tang; Kun Gai; Guorui Zhou (CoRR, 2025)

Multimodal Recommendation via Self-Corrective Preference Alignmen. - Yalong Guan; Xiang Chen; Mingyang Wang; Xiangyu Wu; Lihao Liu; Chao Qi; Shuang Yang; Tingting Gao; Guorui Zhou; Changjian Chen (CoRR, 2025)