Weinan Zhang

2026

doi dblp
A Comprehensive Survey on Retrieval Methods in Recommender Systems.
Junjie Huang|Jizheng Chen|Jianghao Lin|Jiarui Qin|Ziming Feng|Weinan Zhang|Yong Yu
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 1
doi dblp
ColorBench: Benchmarking Mobile Agents with Graph-Structured Framework for Complex Long-Horizon Tasks.
Yuanyi Song|Heyuan Huang|Qiqiang Lin|Yin Zhao|Xiangmou Qu|Jun Wang|Xingyu Lou|Weiwen Liu|Zhuosheng Zhang|Jun Wang|Zhaoxiang Wang|Yong Yu|Weinan Zhang
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

doi dblp
How Can Recommender Systems Benefit from Large Language Models: A Survey.
Jianghao Lin|Xinyi Dai|Yunjia Xi|Weiwen Liu|Bo Chen|Hao Zhang|Yong Liu|Chuhan Wu|Xiangyang Li|Chenxu Zhu|Huifeng Guo|Yong Yu|Ruiming Tang|Weinan Zhang
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 2
doi dblp
LLM4CD: Leveraging Large Language Models for Open-World Knowledge Augmented Cognitive Diagnosis.
Weiming Zhang|Lingyue Fu|Qingyao Li|Kounianhua Du|Jianghao Lin|Jingwei Yu|Wei Xia|Weinan Zhang|Ruiming Tang|Yong Yu
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
AgentIR: 2nd Workshop on Agent-based Information Retrieval.
Pengyue Jia|Qingpeng Cai|Xiangyu Zhao|Ling Pan|Xin Xin|Jin Huang|Weinan Zhang|Li Zhao|Dawei Yin|Grace Hui Yang
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
Action First: Leveraging Preference-Aware Actions for More Effective Decision-Making in Interactive Recommender Systems.
Renting Rui|Yunjia Xi|Weiwen Liu|Jianghao Lin|Bo Chen|Ruiming Tang|Weinan Zhang|Yong Yu
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding.
Yunjia Xi|Hangyu Wang|Bo Chen|Jianghao Lin|Menghui Zhu|Weiwen Liu|Ruiming Tang|Zhewei Wei|Weinan Zhang|Yong Yu
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
Unleashing the Potential of Multi-Channel Fusion in Retrieval for Personalized Recommendations.
Junjie Huang|Jiarui Qin|Jianghao Lin|Ziming Feng|Weinan Zhang|Yong Yu
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
D2K: Turning Historical Data into Retrievable Knowledge for Recommender Systems.
Jiarui Qin|Weiwen Liu|Weinan Zhang|Yong Yu
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

doi dblp
Understanding or Manipulation: Rethinking Online Performance Gains of Modern Recommender Systems.
Zhengbang Zhu|Rongjun Qin|Junjie Huang|Xinyi Dai|Yang Yu|Yong Yu|Weinan Zhang
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 4
doi dblp
Play to Your Strengths: Collaborative Intelligence of Conventional Recommender Models and Large Language Models.
Yunjia Xi|Weiwen Liu|Jianghao Lin|Chuhan Wu|Bo Chen|Ruiming Tang|Weinan Zhang|Yong Yu
Information Retrieval - 30th China Conference, CCIR 2024, Wuhan, China, October 18-20, 2024, Revised Selected Papers
doi dblp
A Dual-Aligned Model for Multimodal Recommendation.
Kangning Zhang|Yingjie Qin|Ruilong Su|Yifan Liu|Weinan Zhang|Yong Yu
Information Retrieval - 30th China Conference, CCIR 2024, Wuhan, China, October 18-20, 2024, Revised Selected Papers
doi dblp
AlignRec: Aligning and Training in Multimodal Recommendations.
Yifan Liu|Kangning Zhang|Xiangyuan Ren|Yanhua Huang|Jiarui Jin|Yingjie Qin|Ruilong Su|Ruiwen Xu|Yong Yu|Weinan Zhang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
ELCoRec: Enhance Language Understanding with Co-Propagation of Numerical and Categorical Features for Recommendation.
Jizheng Chen|Kounianhua Du|Jianghao Lin|Bo Chen|Ruiming Tang|Weinan Zhang|Yong Yu
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model.
Lingyue Fu|Hao Guan|Kounianhua Du|Jianghao Lin|Wei Xia|Weinan Zhang|Ruiming Tang|Yasheng Wang|Yong Yu
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
MemoCRS: Memory-enhanced Sequential Conversational Recommender Systems with Large Language Models.
Yunjia Xi|Weiwen Liu|Jianghao Lin|Bo Chen|Ruiming Tang|Weinan Zhang|Yong Yu
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
ELF-Gym: Evaluating Large Language Models Generated Features for Tabular Prediction.
Yanlin Zhang|Ning Li|Quan Gan|Weinan Zhang|David Wipf|Minjie Wang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
AgentIR: 1st Workshop on Agent-based Information Retrieval.
Qingpeng Cai|Xiangyu Zhao|Ling Pan|Xin Xin|Jin Huang|Weinan Zhang|Li Zhao|Dawei Yin|Grace Hui Yang
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision.
Ruiwen Zhou|Yingxuan Yang|Muning Wen|Ying Wen|Wenhao Wang|Chunling Xi|Guoqiang Xu|Yong Yu|Weinan Zhang
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization.
Cheng Deng|Tianhang Zhang|Zhongmou He|Qiyuan Chen|Yuanyuan Shi|Yi Xu|Luoyi Fu|Weinan Zhang|Xinbing Wang|Chenghu Zhou|Zhouhan Lin|Junxian He
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi dblp
InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization.
Jiarui Jin|Zexue He|Mengyue Yang|Weinan Zhang|Yong Yu|Jun Wang|Julian J. McAuley
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
ClickPrompt: CTR Models are Strong Prompt Generators for Adapting Language Models to CTR Prediction.
Jianghao Lin|Bo Chen|Hangyu Wang|Yunjia Xi|Yanru Qu|Xinyi Dai|Kangning Zhang|Ruiming Tang|Yong Yu|Weinan Zhang
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation.
Jianghao Lin|Rong Shan|Chenxu Zhu|Kounianhua Du|Bo Chen|Shigang Quan|Ruiming Tang|Yong Yu|Weinan Zhang
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
M-scan: A Multi-Scenario Causal-driven Adaptive Network for Recommendation.
Jiachen Zhu|Yichao Wang|Jianghao Lin|Jiarui Qin|Ruiming Tang|Weinan Zhang|Yong Yu
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
HiFI: Hierarchical Fairness-aware Integrated Ranking with Constrained Reinforcement Learning.
Yifan Liu|Wei Xia|Weiwen Liu|Menghui Zhu|Weinan Zhang|Ruiming Tang|Yong Yu
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
doi dblp
Recall-Augmented Ranking: Enhancing Click-Through Rate Prediction Accuracy with Cross-Stage Data.
Junjie Huang|Guohao Cai|Jieming Zhu|Zhenhua Dong|Ruiming Tang|Weinan Zhang|Yong Yu
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
Learning to Retrieve User Behaviors for Click-through Rate Estimation.
Jiarui Qin|Weinan Zhang|Rong Su|Zhirong Liu|Weiwen Liu|Guangpeng Zhao|Hao Li|Ruiming Tang|Xiuqiang He|Yong Yu
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 4
doi dblp
DRL4IR: 4th Workshop on Deep Reinforcement Learning for Information Retrieval.
Xin Xin|Xiangyu Zhao|Jin Huang|Weinan Zhang|Li Zhao|Dawei Yin|Grace Hui Yang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Replace Scoring with Arrangement: A Contextual Set-to-Arrangement Framework for Learning-to-Rank.
Jiarui Jin|Xianyu Chen|Weinan Zhang|Mengyue Yang|Yang Wang|Yali Du|Yong Yu|Jun Wang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Graph Enhanced Hierarchical Reinforcement Learning for Goal-oriented Learning Path Recommendation.
Qingyao Li|Wei Xia|Li'ang Yin|Jian Shen|Renting Rui|Weinan Zhang|Xianyu Chen|Ruiming Tang|Yong Yu
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Optimal Real-Time Bidding Strategy for Position Auctions in Online Advertising.
Weitong Ou|Bo Chen|Weiwen Liu|Xinyi Dai|Weinan Zhang|Wei Xia|Xuan Li|Ruiming Tang|Yong Yu
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
An F-shape Click Model for Information Retrieval on Multi-block Mobile Pages.
Lingyue Fu|Jianghao Lin|Weiwen Liu|Ruiming Tang|Weinan Zhang|Rui Zhang|Yong Yu
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
Learning to Distinguish Multi-User Coupling Behaviors for TV Recommendation.
Jiarui Qin|Jiachen Zhu|Yankai Liu|Junchao Gao|Jianjie Ying|Chaoxiong Liu|Ding Wang|Junlan Feng|Chao Deng|Xiaozheng Wang|Jian Jiang|Cong Liu|Yong Yu|Haitao Zeng|Weinan Zhang
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
A Bird's-eye View of Reranking: From List Level to Page Level.
Yunjia Xi|Jianghao Lin|Weiwen Liu|Xinyi Dai|Weinan Zhang|Rui Zhang|Ruiming Tang|Yong Yu
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
AutoGen: An Automated Dynamic Model Generation Framework for Recommender System.
Chenxu Zhu|Bo Chen|Huifeng Guo|Hang Xu|Xiangyang Li|Xiangyu Zhao|Weinan Zhang|Yong Yu|Ruiming Tang
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
Integrated Ranking for News Feed with Reinforcement Learning.
Menghui Zhu|Wei Xia|Weiwen Liu|Yifan Liu|Ruiming Tang|Weinan Zhang
Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
Beyond Relevance Ranking: A General Graph Matching Framework for Utility-Oriented Learning to Rank.
Xinyi Dai|Yunjia Xi|Weinan Zhang|Qing Liu|Ruiming Tang|Xiuqiang He|Jiawei Hou|Jun Wang|Yong Yu
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 2
doi dblp
GraphHINGE: Learning Interaction Models of Structured Neighborhood on Heterogeneous Information Network.
Jiarui Jin|Kounianhua Du|Weinan Zhang|Jiarui Qin|Yuchen Fang|Yong Yu|Zheng Zhang|Alexander J. Smola
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 3
doi dblp
Multi-Scale User Behavior Network for Entire Space Multi-Task Learning.
Jiarui Jin|Xianyu Chen|Weinan Zhang|Yuanbo Chen|Zaifan Jiang|Zekun Zhu|Zhewen Su|Yong Yu
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Neural Statistics for Click-Through Rate Prediction.
Yanhua Huang|Hangyu Wang|Yiyun Miao|Ruiwen Xu|Lei Zhang|Weinan Zhang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
RankFlow: Joint Optimization of Multi-Stage Cascade Ranking Systems as Flows.
Jiarui Qin|Jiachen Zhu|Bo Chen|Zhirong Liu|Weiwen Liu|Ruiming Tang|Rui Zhang|Yong Yu|Weinan Zhang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Multi-Level Interaction Reranking with User Behavior History.
Yunjia Xi|Weiwen Liu|Jieming Zhu|Xilong Zhao|Xinyi Dai|Ruiming Tang|Weinan Zhang|Rui Zhang|Yong Yu
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
DRL4IR: 3rd Workshop on Deep Reinforcement Learning for Information Retrieval.
Xiangyu Zhao|Xin Xin|Weinan Zhang|Li Zhao|Dawei Yin|Grace Hui Yang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Improving Knowledge Tracing with Collaborative Information.
Ting Long|Jiarui Qin|Jian Shen|Weinan Zhang|Wei Xia|Ruiming Tang|Xiuqiang He|Yong Yu
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
doi dblp
Learn over Past, Evolve for Future: Search-based Time-aware Recommendation with Sequential Behavior Data.
Jiarui Jin|Xianyu Chen|Weinan Zhang|Junjie Huang|Ziming Feng|Yong Yu
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Who to Watch Next: Two-side Interactive Networks for Live Broadcast Recommendation.
Jiarui Jin|Xianyu Chen|Yuanbo Chen|Weinan Zhang|Renting Rui|Zaifan Jiang|Zhewen Su|Yong Yu
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
GAKG: A Multimodal Geoscience Academic Knowledge Graph.
Cheng Deng|Yuting Jia|Hui Xu|Chong Zhang|Jingyao Tang|Luoyi Fu|Weinan Zhang|Haisong Zhang|Xinbing Wang|Chenghu Zhou
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
LiteratureQA: A Qestion Answering Corpus with Graph Knowledge on Academic Literature.
Haiwen Wang|Le Zhou|Weinan Zhang|Xinbing Wang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
DRL4IR: 2nd Workshop on Deep Reinforcement Learning for Information Retrieval.
Weinan Zhang|Xiangyu Zhao|Li Zhao|Dawei Yin|Grace Hui Yang
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
A Graph-Enhanced Click Model for Web Search.
Jianghao Lin|Weiwen Liu|Xinyi Dai|Weinan Zhang|Shuai Li|Ruiming Tang|Xiuqiang He|Jianye Hao|Yong Yu
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Tracing Knowledge State with Individual Cognition and Acquisition Estimation.
Ting Long|Yunfei Liu|Jian Shen|Weinan Zhang|Yong Yu
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
An Adversarial Imitation Click Model for Information Retrieval.
Xinyi Dai|Jianghao Lin|Weinan Zhang|Shuai Li|Weiwen Liu|Ruiming Tang|Xiuqiang He|Jianye Hao|Jun Wang|Yong Yu
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
U-rank: Utility-oriented Learning to Rank with Implicit Feedback.
Xinyi Dai|Jiawei Hou|Qing Liu|Yunjia Xi|Ruiming Tang|Weinan Zhang|Xiuqiang He|Jun Wang|Yong Yu
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Learning to Infer User Hidden States for Online Sequential Advertising.
Zhaoqing Peng|Junqi Jin|Lan Luo|Yaodong Yang|Rui Luo|Jun Wang|Weinan Zhang|Haiyang Xu|Miao Xu|Chuan Yu|Tiejian Luo|Han Li|Jian Xu|Kun Gai
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning.
Huichu Zhang|Chang Liu|Weinan Zhang|Guanjie Zheng|Yong Yu
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Deep Reinforcement Learning for Information Retrieval: Fundamentals and Advances.
Weinan Zhang|Xiangyu Zhao|Li Zhao|Dawei Yin|Grace Hui Yang|Alex Beutel
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
A Deep Recurrent Survival Model for Unbiased Ranking.
Jiarui Jin|Yuchen Fang|Weinan Zhang|Kan Ren|Guorui Zhou|Jian Xu|Yong Yu|Jun Wang|Xiaoqiang Zhu|Kun Gai
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
User Behavior Retrieval for Click-Through Rate Prediction.
Jiarui Qin|Weinan Zhang|Xin Wu|Jiarui Jin|Yuchen Fang|Yong Yu
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
QuAChIE: Question Answering based Chinese Information Extraction System.
Dongyu Ru|Zhenghui Wang|Lin Qiu|Hao Zhou|Lei Li|Weinan Zhang|Yong Yu
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
TADS: Learning Time-Aware Scheduling Policy with Dyna-Style Planning for Spaced Repetition.
Zhengyu Yang|Jian Shen|Yunfei Liu|Yang Yang|Weinan Zhang|Yong Yu
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning.
Sijin Zhou|Xinyi Dai|Haokun Chen|Weinan Zhang|Kan Ren|Ruiming Tang|Xiuqiang He|Yong Yu
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Sequential Recommendation with Dual Side Neighbor-based Collaborative Relation Modeling.
Jiarui Qin|Kan Ren|Yuchen Fang|Weinan Zhang|Yong Yu
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

2019

doi dblp
Product-Based Neural Networks for User Response Prediction over Multi-Field Categorical Data.
Yanru Qu|Bohui Fang|Weinan Zhang|Ruiming Tang|Minzhe Niu|Huifeng Guo|Yong Yu|Xiuqiang He
ACM Transactions on Information Systems (TOIS) 2019 Volume 37 Issue 1
doi dblp
CIKM 2019 Workshop on Artificial Intelligence in Transportation (AI in transportation).
Weinan Zhang|Haiming Jin|Lingyu Zhang|Hongtu Zhu|Zhenhui Jessie Li|Jieping Ye
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Learning to Advertise for Organic Traffic Maximization in E-Commerce Product Feeds.
Dagui Chen|Junqi Jin|Weinan Zhang|Fei Pan|Lvyin Niu|Chuan Yu|Jun Wang|Han Li|Jian Xu|Kun Gai
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms.
Jiarui Jin|Ming Zhou|Weinan Zhang|Minne Li|Zilong Guo|Zhiwei (Tony) Qin|Yan Jiao|Xiaocheng Tang|Chenxi Wang|Jun Wang|Guobin Wu|Jieping Ye
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Learning Adaptive Display Exposure for Real-Time Advertising.
Weixun Wang|Junqi Jin|Jianye Hao|Chunjie Chen|Chuan Yu|Weinan Zhang|Jun Wang|Xiaotian Hao|Yixi Wang|Han Li|Jian Xu|Kun Gai
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
CoLight: Learning Network-level Cooperation for Traffic Signal Control.
Hua Wei|Nan Xu|Huichu Zhang|Guanjie Zheng|Xinshi Zang|Chacha Chen|Weinan Zhang|Yanmin Zhu|Kai Xu|Zhenhui Li
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Multi-Agent Reinforcement Learning for Order-dispatching via Order-Vehicle Distribution Matching.
Ming Zhou|Jiarui Jin|Weinan Zhang|Zhiwei (Tony) Qin|Yan Jiao|Chenxi Wang|Guobin Wu|Yong Yu|Jieping Ye
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Lifelong Sequential Modeling with Personalized Memorization for User Response Prediction.
Kan Ren|Jiarui Qin|Yuchen Fang|Weinan Zhang|Lei Zheng|Weijie Bian|Guorui Zhou|Jian Xu|Yong Yu|Xiaoqiang Zhu|Kun Gai
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
doi dblp
Triple-to-Text: Converting RDF Triples into High-Quality Natural Languages via Optimizing an Inverse KL Divergence.
Yaoming Zhu|Juncheng Wan|Zhiming Zhou|Liheng Chen|Lin Qiu|Weinan Zhang|Xin Jiang|Yong Yu
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
doi dblp
Sampled in Pairs and Driven by Text: A New Graph Embedding Framework.
Liheng Chen|Yanru Qu|Zhenghui Wang|Lin Qiu|Weinan Zhang|Ken Chen|Shaodian Zhang|Yong Yu
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
doi dblp
CommunityGAN: Community Detection with Generative Adversarial Nets.
Yuting Jia|Qinqin Zhang|Weinan Zhang|Xinbing Wang
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
doi dblp
CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario.
Huichu Zhang|Siyuan Feng|Chang Liu|Yaoyao Ding|Yichen Zhu|Zihan Zhou|Weinan Zhang|Yong Yu|Haiming Jin|Zhenhui Li
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
Real-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising.
Junqi Jin|Chengru Song|Han Li|Kun Gai|Jun Wang|Weinan Zhang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018
doi dblp
Learning Multi-touch Conversion Attribution with Dual-attention Mechanisms for Online Advertising.
Kan Ren|Yuchen Fang|Weinan Zhang|Shuhao Liu|Jiajun Li|Ya Zhang|Yong Yu|Jun Wang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018
doi dblp
AceKG: A Large-scale Knowledge Graph for Academic Data Mining.
Ruijie Wang|Yuchen Yan|Jialu Wang|Yuting Jia|Ye Zhang|Weinan Zhang|Xinbing Wang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018
doi dblp
On the Equilibrium of Query Reformulation and Document Retrieval.
Shihao Zou|Guanyu Tao|Jun Wang|Weinan Zhang|Dell Zhang
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2018, Tianjin, China, September 14-17, 2018
doi dblp
Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances.
Weinan Zhang
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
doi dblp
Texygen: A Benchmarking Platform for Text Generation Models.
Yaoming Zhu|Sidi Lu|Lei Zheng|Jiaxian Guo|Weinan Zhang|Jun Wang|Yong Yu
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
doi dblp
Improving Negative Sampling for Word Representation using Self-embedded Features.
Long Chen|Fajie Yuan|Joemon M. Jose|Weinan Zhang
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

2017

doi dblp
Display Advertising with Real-Time Bidding (RTB) and Behavioural Targeting.
Jun Wang|Weinan Zhang|Shuai Yuan
Foundations and Trends in Information Retrieval 2017 Volume 11 Issue 4-5
doi dblp
Content Recommendation by Noise Contrastive Transfer Learning of Feature Representation.
Yiyang Li|Guanyu Tao|Weinan Zhang|Yong Yu|Jun Wang
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
doi dblp
Volume Ranking and Sequential Selection in Programmatic Display Advertising.
Yuxuan Song|Kan Ren|Han Cai|Weinan Zhang|Yong Yu
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
doi dblp
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models.
Jun Wang|Lantao Yu|Weinan Zhang|Yu Gong|Yinghui Xu|Benyou Wang|Peng Zhang|Dell Zhang
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017
doi dblp
Real-Time Bidding by Reinforcement Learning in Display Advertising.
Han Cai|Kan Ren|Weinan Zhang|Kleanthis Malialis|Jun Wang|Yong Yu|Defeng Guo
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017
doi dblp
Managing Risk of Bidding in Display Advertising.
Haifeng Zhang|Weinan Zhang|Yifei Rong|Kan Ren|Wenxin Li|Jun Wang
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017
doi dblp
Cataloguing Treatments Discussed and Used in Online Autism Communities.
Shaodian Zhang|Tian Kang|Lin Qiu|Weinan Zhang|Yong Yu|Noémie Elhadad
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017
doi dblp
We Make Choices We Think are Going to Save Us: Debate and Stance Identification for Online Breast Cancer CAM Discussions.
Shaodian Zhang|Lin Qiu|Frank Chen|Weinan Zhang|Yong Yu|Noémie Elhadad
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2016

doi dblp
User Response Learning for Directly Optimizing Campaign Performance in Display Advertising.
Kan Ren|Weinan Zhang|Yifei Rong|Haifeng Zhang|Yong Yu|Jun Wang
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016
doi dblp
LambdaFM: Learning Optimal Ranking with Factorization Machines Using Lambda Surrogates.
Fajie Yuan|Guibing Guo|Joemon M. Jose|Long Chen|Haitao Yu|Weinan Zhang
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016
doi dblp
Real-Time Bidding Based Display Advertising: Mechanisms and Algorithms.
Jun Wang|Shuai Yuan|Weinan Zhang
Advances in Information Retrieval - 38th European Conference on IR Research, ECIR 2016, Padua, Italy, March 20-23, 2016. Proceedings
doi dblp
Implicit Look-Alike Modelling in Display Ads - Transfer Collaborative Filtering to CTR Estimation.
Weinan Zhang|Lingxi Chen|Jun Wang
Advances in Information Retrieval - 38th European Conference on IR Research, ECIR 2016, Padua, Italy, March 20-23, 2016. Proceedings
doi dblp
Deep Learning over Multi-field Categorical Data - - A Case Study on User Response Prediction.
Weinan Zhang|Tianming Du|Jun Wang
Advances in Information Retrieval - 38th European Conference on IR Research, ECIR 2016, Padua, Italy, March 20-23, 2016. Proceedings
doi dblp
Feedback Control of Real-Time Display Advertising.
Weinan Zhang|Yifei Rong|Jun Wang|Tianchi Zhu|Xiaofan Wang
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016

2014

doi dblp
Bid keyword suggestion in sponsored search based on competitiveness and relevance.
Ying Zhang|Weinan Zhang|Bin Gao|Xiaojie Yuan|Tie-Yan Liu
Information Processing and Management 2014 Volume 50 Issue 4

2013

doi dblp
An empirical study of top-n recommendation for venture finance.
Thomas Stone|Weinan Zhang|Xiaoxue Zhao
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013
doi dblp
Interactive collaborative filtering.
Xiaoxue Zhao|Weinan Zhang|Jun Wang
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013
doi dblp
Optimizing top-n collaborative filtering via dynamic negative item sampling.
Weinan Zhang|Tianqi Chen|Jun Wang|Yong Yu
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013

2012

doi dblp
Advertising Keywords Recommendation for Short-Text Web Pages Using Wikipedia.
Weinan Zhang|Dingquan Wang|Gui-Rong Xue|Hongyuan Zha
ACM Transactions on Intelligent Systems and Technology (TIST) 2012 Volume 3 Issue 2
doi dblp
Collaborative filtering with short term preferences mining.
Diyi Yang|Tianqi Chen|Weinan Zhang|Yong Yu
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012