Yang Song

2026

doi dblp
Disentangled Interest Network for Out-of-Distribution CTR Prediction.
Yu Zheng|Chen Gao|Jianxin Chang|Yanan Niu|Yang Song|Depeng Jin|Meng Wang|Yong Li
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 2
doi dblp
When Rules Fall Short: Agent-Driven Discovery of Emerging Content Issues in Short Video Platforms.
Chenghui Yu|Hongwei Wang|Junwen Chen|Zixuan Wang|Bingfeng Deng|Zhuolin Hao|Hongyu Xiong|Yang Song
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
Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation.
Teng Shi|Jun Xu|Xiao Zhang|Xiaoxue Zang|Kai Zheng|Yang Song|Han Li
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
ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding.
Zhongxiang Sun|Qipeng Wang|Weijie Yu|Xiaoxue Zang|Kai Zheng|Jun Xu|Xiao Zhang|Yang Song|Han Li
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
DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models.
Wuchao Li|Rui Huang|Haijun Zhao|Chi Liu|Kai Zheng|Qi Liu|Na Mou|Guorui Zhou|Defu Lian|Yang Song|Wentian Bao|Enyun Yu|Wenwu Ou
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi dblp
LargePiG for Hallucination-Free Query Generation: Your Large Language Model is Secretly a Pointer Generator.
Zhongxiang Sun|Zihua Si|Xiaoxue Zang|Kai Zheng|Yang Song|Xiao Zhang|Jun Xu
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
The 3rd Workshop on Personal Intelligence with Generative AI.
Yang Zhang|Wenjie Wang|Xinyu Lin|Fuli Feng|Hongzhi Yin|Wayne Xin Zhao|Lina Yao|Yang Song|Xiangnan He
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou.
Zihua Si|Lin Guan|Zhongxiang Sun|Xiaoxue Zang|Jing Lu|Yiqun Hui|Xingchao Cao|Zeyu Yang|Yichen Zheng|Dewei Leng|Kai Zheng|Chenbin Zhang|Yanan Niu|Yang Song|Kun Gai
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Large Language Models Enhanced Collaborative Filtering.
Zhongxiang Sun|Zihua Si|Xiaoxue Zang|Kai Zheng|Yang Song|Xiao Zhang|Jun Xu
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
SAQRec: Aligning Recommender Systems to User Satisfaction via Questionnaire Feedback.
Kepu Zhang|Teng Shi|Sunhao Dai|Xiao Zhang|Yinfeng Li|Jing Lu|Xiaoxue Zang|Yang Song|Jun Xu
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
UniSAR: Modeling User Transition Behaviors between Search and Recommendation.
Teng Shi|Zihua Si|Jun Xu|Xiao Zhang|Xiaoxue Zang|Kai Zheng|Dewei Leng|Yanan Niu|Yang Song
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
To Search or to Recommend: Predicting Open-App Motivation with Neural Hawkes Process.
Zhongxiang Sun|Zihua Si|Xiao Zhang|Xiaoxue Zang|Yang Song|Hongteng Xu|Jun Xu
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
LabelCraft: Empowering Short Video Recommendations with Automated Label Crafting.
Yimeng Bai|Yang Zhang|Jing Lu|Jianxin Chang|Xiaoxue Zang|Yanan Niu|Yang Song|Fuli Feng
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi dblp
Mixed Attention Network for Cross-domain Sequential Recommendation.
Guanyu Lin|Chen Gao|Yu Zheng|Jianxin Chang|Yanan Niu|Yang Song|Kun Gai|Zhiheng Li|Depeng Jin|Yong Li|Meng Wang
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi dblp
Inverse Learning with Extremely Sparse Feedback for Recommendation.
Guanyu Lin|Chen Gao|Yu Zheng|Yinfeng Li|Jianxin Chang|Yanan Niu|Yang Song|Kun Gai|Zhiheng Li|Depeng Jin|Yong Li
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi dblp
Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems.
Kai Zheng|Haijun Zhao|Rui Huang|Beichuan Zhang|Na Mou|Yanan Niu|Yang Song|Hongning Wang|Kun Gai
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
The 2nd Workshop on Recommendation with Generative Models.
Wenjie Wang|Yang Zhang|Xinyu Lin|Fuli Feng|Weiwen Liu|Yong Liu|Xiangyu Zhao|Wayne Xin Zhao|Yang Song|Xiangnan He
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
Enhancing Recommendation with Search Data in a Causal Learning Manner.
Zihua Si|Zhongxiang Sun|Xiao Zhang|Jun Xu|Yang Song|Xiaoxue Zang|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 4
doi dblp
SHARK: A Lightweight Model Compression Approach for Large-scale Recommender Systems.
Beichuan Zhang|Chenggen Sun|Jianchao Tan|Xinjun Cai|Jun Zhao|Mengqi Miao|Kang Yin|Chengru Song|Na Mou|Yang Song
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Learning and Optimization of Implicit Negative Feedback for Industrial Short-video Recommender System.
Yunzhu Pan|Nian Li|Chen Gao|Jianxin Chang|Yanan Niu|Yang Song|Depeng Jin|Yong Li
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
KuaiSAR: A Unified Search And Recommendation Dataset.
Zhongxiang Sun|Zihua Si|Xiaoxue Zang|Dewei Leng|Yanan Niu|Yang Song|Xiao Zhang|Jun Xu
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Leveraging Watch-time Feedback for Short-Video Recommendations: A Causal Labeling Framework.
Yang Zhang|Yimeng Bai|Jianxin Chang|Xiaoxue Zang|Song Lu|Jing Lu|Fuli Feng|Yanan Niu|Yang Song
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
When Search Meets Recommendation: Learning Disentangled Search Representation for Recommendation.
Zihua Si|Zhongxiang Sun|Xiao Zhang|Jun Xu|Xiaoxue Zang|Yang Song|Kun Gai|Ji-Rong Wen
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Multi-behavior Self-supervised Learning for Recommendation.
Jingcao Xu|Chaokun Wang|Cheng Wu|Yang Song|Kai Zheng|Xiaowei Wang|Changping Wang|Guorui Zhou|Kun Gai
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Dual-interest Factorization-heads Attention for Sequential Recommendation.
Guanyu Lin|Chen Gao|Yu Zheng|Jianxin Chang|Yanan Niu|Yang Song|Zhiheng Li|Depeng Jin|Yong Li
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
Billion-user Customer Lifetime Value Prediction: An Industrial-scale Solution from Kuaishou.
Kunpeng Li|Guangcui Shao|Naijun Yang|Xiao Fang|Yang Song
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
When Multi-Level Meets Multi-Interest: A Multi-Grained Neural Model for Sequential Recommendation.
Yu Tian|Jianxin Chang|Yanan Niu|Yang Song|Chenliang Li
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
A Model-Agnostic Causal Learning Framework for Recommendation using Search Data.
Zihua Si|Xueran Han|Xiao Zhang|Jun Xu|Yue Yin|Yang Song|Ji-Rong Wen
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Disentangling Long and Short-Term Interests for Recommendation.
Yu Zheng|Chen Gao|Jianxin Chang|Yanan Niu|Yang Song|Depeng Jin|Yong Li
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
Concept-Aware Denoising Graph Neural Network for Micro-Video Recommendation.
Yiyu Liu|Qian Liu|Yu Tian|Changping Wang|Yanan Niu|Yang Song|Chenliang Li
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Sequential Recommendation with Graph Neural Networks.
Jianxin Chang|Chen Gao|Yu Zheng|Yiqun Hui|Yanan Niu|Yang Song|Depeng Jin|Yong Li
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2016

doi dblp
Large-Scale Analysis of Viewing Behavior: Towards Measuring Satisfaction with Mobile Proactive Systems.
Qi Guo|Yang Song
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016
doi dblp
Modeling User Interests for Zero-Query Ranking.
Liu Yang|Qi Guo|Yang Song|Sha Meng|Milad Shokouhi|Kieran McDonald|W. Bruce Croft
Advances in Information Retrieval - 38th European Conference on IR Research, ECIR 2016, Padua, Italy, March 20-23, 2016. Proceedings
doi dblp
Multi-Rate Deep Learning for Temporal Recommendation.
Yang Song|Ali Mamdouh Elkahky|Xiaodong He
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016
doi dblp
Query-Less: Predicting Task Repetition for NextGen Proactive Search and Recommendation Engines.
Yang Song|Qi Guo
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

2015

doi dblp
A Multi-View Deep Learning Approach for Cross Domain User Modeling in Recommendation Systems.
Ali Mamdouh Elkahky|Yang Song|Xiaodong He
Proceedings of the 24th International Conference on World Wide Web, WWW 2015, Florence, Italy, May 18-22, 2015
doi dblp
An Overview of Microsoft Academic Service (MAS) and Applications.
Arnab Sinha|Zhihong Shen|Yang Song|Hao Ma|Darrin Eide|Bo-June Paul Hsu|Kuansan Wang
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

2014

doi dblp
Context-aware web search abandonment prediction.
Yang Song|Xiaolin Shi|Ryen White|Ahmed Hassan Awadallah
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014
doi dblp
Modeling action-level satisfaction for search task satisfaction prediction.
Hongning Wang|Yang Song|Ming-Wei Chang|Xiaodong He|Ahmed Hassan Awadallah|Ryen W. White
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014
doi dblp
Adapting deep RankNet for personalized search.
Yang Song|Hongning Wang|Xiaodong He
Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014
doi dblp
Online behavioral genome sequencing from usage logs: decoding the search behaviors.
Yang Song|Weiwei Cui|Shixia Liu|Kuansan Wang
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

2013

doi dblp
Personalized ranking model adaptation for web search.
Hongning Wang|Xiaodong He|Ming-Wei Chang|Yang Song|Ryen W. White|Wei Chu
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013
doi dblp
Exploring and exploiting user search behavior on mobile and tablet devices to improve search relevance.
Yang Song|Hao Ma|Hongning Wang|Kuansan Wang
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013
doi dblp
Evaluating and predicting user engagement change with degraded search relevance.
Yang Song|Xiaolin Shi|Xin Fu
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013
doi dblp
Learning to extract cross-session search tasks.
Hongning Wang|Yang Song|Ming-Wei Chang|Xiaodong He|Ryen W. White|Wei Chu
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013
doi dblp
Enhancing personalized search by mining and modeling task behavior.
Ryen W. White|Wei Chu|Ahmed Hassan Awadallah|Xiaodong He|Yang Song|Hongning Wang
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

2012

doi dblp
Query suggestion by constructing term-transition graphs.
Yang Song|Dengyong Zhou|Li-wei He
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012
doi dblp
Evaluating the effectiveness of search task trails.
Zhen Liao|Yang Song|Li-wei He|Yalou Huang
Proceedings of the 21st World Wide Web Conference 2012, WWW 2012, Lyon, France, April 16-20, 2012

2011

doi dblp
Automatic tag recommendation algorithms for social recommender systems.
Yang Song|Lu Zhang|C. Lee Giles
ACM Transactions on the Web 2011 Volume 5 Issue 1
doi dblp
A task level metric for measuring web search satisfaction and its application on improving relevance estimation.
Ahmed Hassan Awadallah|Yang Song|Li-wei He
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011
doi dblp
Hierarchical tag visualization and application for tag recommendations.
Yang Song|Baojun Qiu|Umer Farooq
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011
doi dblp
Post-ranking query suggestion by diversifying search results.
Yang Song|Dengyong Zhou|Li-wei He
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011
doi dblp
Searchable web sites recommendation.
Yang Song|Nam Nguyen|Li-wei He|Scott Imig|Robert Rounthwaite
Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011

2010

doi dblp
Optimal rare query suggestion with implicit user feedback.
Yang Song|Li-wei He
Proceedings of the 19th International Conference on World Wide Web, WWW 2010, Raleigh, North Carolina, USA, April 26-30, 2010

2008

doi dblp
A sparse gaussian processes classification framework for fast tag suggestions.
Yang Song|Lu Zhang|C. Lee Giles
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008
doi dblp
Real-time automatic tag recommendation.
Yang Song|Ziming Zhuang|Huajing Li|Qiankun Zhao|Jia Li|Wang-Chien Lee|C. Lee Giles
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

2007

doi dblp
Generative models for name disambiguation.
Yang Song|Jian Huang|Isaac G. Councill|Jia Li|C. Lee Giles
Proceedings of the 16th International Conference on World Wide Web, WWW 2007, Banff, Alberta, Canada, May 8-12, 2007