Yang Song

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 23

Top Topics

Collaborative Filtering

Personalized Search

Top Venues

Publications

Teng Shi, Zihua Si, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Dewei Leng, Yanan Niu, Yang Song
UniSAR: Modeling User Transition Behaviors between Search and Recommendation. CoRR (2024)
Zhicheng Sun, Zhenhao Yang, Yang Jin, Haozhe Chi, Kun Xu, Kun Xu, Liwei Chen, Hao Jiang, Di Zhang, Yang Song, Kun Gai, Yadong Mu
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance. CoRR (2024)
Yimeng Bai, Yang Zhang, Fuli Feng, Jing Lu, Xiaoxue Zang, Chenyi Lei, Yang Song
GradCraft: Elevating Multi-task Recommendations through Holistic Gradient Crafting. CoRR (2024)
Kai Zheng, Haijun Zhao, Rui Huang, Beichuan Zhang, Na Mou, Yanan Niu, Yang Song, Hongning Wang, Kun Gai
Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems. CoRR (2024)
Yimeng Bai, Yang Zhang, Fuli Feng, Jing Lu, Xiaoxue Zang, Chenyi Lei, Yang Song
GradCraft: Elevating Multi-task Recommendations through Holistic Gradient Crafting. KDD (2024)
Yimeng Bai, Yang Zhang, Jing Lu, Jianxin Chang, Xiaoxue Zang, Yanan Niu, Yang Song, Fuli Feng
LabelCraft: Empowering Short Video Recommendations with Automated Label Crafting. WSDM (2024)
Guanyu Lin, Chen Gao, Yu Zheng, Yinfeng Li, Jianxin Chang, Yanan Niu, Yang Song, Kun Gai, Zhiheng Li, Depeng Jin, Yong Li
Inverse Learning with Extremely Sparse Feedback for Recommendation. WSDM (2024)
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
TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou. CoRR (2024)
Wenjie Wang, Yang Zhang, Xinyu Lin, Fuli Feng, Weiwen Liu, Yong Liu, Xiangyu Zhao, Wayne Xin Zhao, Yang Song, Xiangnan He
The 2nd Workshop on Recommendation with Generative Models. CoRR (2024)
Wenjie Wang, Yang Zhang, Xinyu Lin, Fuli Feng, Weiwen Liu, Yong Liu, Xiangyu Zhao, Wayne Xin Zhao, Yang Song, Xiangnan He
The 2nd Workshop on Recommendation with Generative Models. WWW (Companion Volume) (2024)
Guanyu Lin, Chen Gao, Yu Zheng, Jianxin Chang, Yanan Niu, Yang Song, Kun Gai, Zhiheng Li, Depeng Jin, Yong Li, Meng Wang
Mixed Attention Network for Cross-domain Sequential Recommendation. WSDM (2024)
Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu
Large Language Models Enhanced Collaborative Filtering. CoRR (2024)
Zhongxiang Sun, Zihua Si, Xiao Zhang, Xiaoxue Zang, Yang Song, Hongteng Xu, Jun Xu
To Search or to Recommend: Predicting Open-App Motivation with Neural Hawkes Process. CoRR (2024)
Kai Zheng, Haijun Zhao, Rui Huang, Beichuan Zhang, Na Mou, Yanan Niu, Yang Song, Hongning Wang, Kun Gai
Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems. WWW (2024)
Meihuizi Jia, Xin Shen, Lei Shen, Jinhui Pang, Lejian Liao, Yang Song, Meng Chen, Xiaodong He
Query Prior Matters: A MRC Framework for Multimodal Named Entity Recognition. ACM Multimedia (2022)
Meihuizi Jia, Ruixue Liu, Peiying Wang, Yang Song, Zexi Xi, Haobin Li, Xin Shen, Meng Chen, Jinhui Pang, Xiaodong He
E-ConvRec: A Large-Scale Conversational Recommendation Dataset for E-Commerce Customer Service. LREC (2022)
Ruixue Liu, Meng Chen, Hang Liu, Lei Shen, Yang Song, Xiaodong He
Enhancing Multi-turn Dialogue Modeling with Intent Information for E-Commerce Customer Service. NLPCC (1) (2020)
Xiaoyu Guo, Meng Chen, Yang Song, Xiaodong He, Bowen Zhou
Automated Thematic and Emotional Modern Chinese Poetry Composition. NLPCC (1) (2019)
Zhaohui Wu, Yang Song, C. Lee Giles
Exploring Multiple Feature Spaces for Novel Entity Discovery. AAAI (2016)
Yang Song, Ali Mamdouh Elkahky, Xiaodong He
Multi-Rate Deep Learning for Temporal Recommendation. SIGIR (2016)
Liu Yang, Qi Guo, Yang Song, Sha Meng, Milad Shokouhi, Kieran McDonald, W. Bruce Croft
Modeling User Interests for Zero-Query Ranking. ECIR (2016)
Yang Song, Qi Guo
Query-Less: Predicting Task Repetition for NextGen Proactive Search and Recommendation Engines. WWW (2016)
Qi Guo, Yang Song
Large-Scale Analysis of Viewing Behavior: Towards Measuring Satisfaction with Mobile Proactive Systems. CIKM (2016)
Chieh-Han Wu, Yang Song
Robust and distributed web-scale near-dup document conflation in microsoft academic service. IEEE BigData (2015)
Ali Mamdouh Elkahky, Yang Song, Xiaodong He
A Multi-View Deep Learning Approach for Cross Domain User Modeling in Recommendation Systems. WWW (2015)
Arnab Sinha, Zhihong Shen, Yang Song, Hao Ma, Darrin Eide, Bo-June Paul Hsu, Kuansan Wang
An Overview of Microsoft Academic Service (MAS) and Applications. WWW (Companion Volume) (2015)
Yang Song, Weiwei Cui, Shixia Liu, Kuansan Wang
Online behavioral genome sequencing from usage logs: decoding the search behaviors. WWW (Companion Volume) (2014)
Zhen Liao, Yang Song, Yalou Huang, Li-wei He, Qi He
Task Trail: An Effective Segmentation of User Search Behavior. IEEE Trans. Knowl. Data Eng. 26 (12) (2014)
Yang Song, Xiaolin Shi, Ryen White, Ahmed Hassan Awadallah
Context-aware web search abandonment prediction. SIGIR (2014)
Yang Song, Hongning Wang, Xiaodong He
Adapting deep RankNet for personalized search. WSDM (2014)
Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ahmed Hassan Awadallah, Ryen W. White
Modeling action-level satisfaction for search task satisfaction prediction. SIGIR (2014)
Ryen W. White, Wei Chu, Ahmed Hassan Awadallah, Xiaodong He, Yang Song, Hongning Wang
Enhancing personalized search by mining and modeling task behavior. WWW (2013)
Hongning Wang, Xiaodong He, Ming-Wei Chang, Yang Song, Ryen W. White, Wei Chu
Personalized ranking model adaptation for web search. SIGIR (2013)
Yang Song, Xiaolin Shi, Xin Fu
Evaluating and predicting user engagement change with degraded search relevance. WWW (2013)
Yang Song, Hao Ma, Hongning Wang, Kuansan Wang
Exploring and exploiting user search behavior on mobile and tablet devices to improve search relevance. WWW (2013)
Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ryen W. White, Wei Chu
Learning to extract cross-session search tasks. WWW (2013)
Yang Song, Dengyong Zhou, Li-wei He
Query suggestion by constructing term-transition graphs. WSDM (2012)
Zhen Liao, Yang Song, Li-wei He, Yalou Huang
Evaluating the effectiveness of search task trails. WWW (2012)
Yang Song, Anca Sailer, Hidayatullah Shaikh
Hierarchical Online Problem Classification for IT Support Services. IEEE Trans. Serv. Comput. 5 (3) (2012)
Yang Song, Nam Nguyen, Li-wei He, Scott Imig, Robert Rounthwaite
Searchable web sites recommendation. WSDM (2011)
Yang Song, Lu Zhang, C. Lee Giles
Automatic tag recommendation algorithms for social recommender systems. ACM Trans. Web 5 (1) (2011)
Yang Song, Dengyong Zhou, Li-wei He
Post-ranking query suggestion by diversifying search results. SIGIR (2011)
Ahmed Hassan Awadallah, Yang Song, Li-wei He
A task level metric for measuring web search satisfaction and its application on improving relevance estimation. CIKM (2011)
Yang Song, Baojun Qiu, Umer Farooq
Hierarchical tag visualization and application for tag recommendations. CIKM (2011)
Yang Song, Li-wei He
Optimal rare query suggestion with implicit user feedback. WWW (2010)
Mahesh Viswanathan, Hidayatullah Shaikh, Anca Sailer, Yang Song, Xing Fang, Yu Hui Wu, Zhi Le Zou, Kishore P. Reddy, Abhijit Deshmukh, Manish Gupta, Bharat Krishnamurthy, Manish Sethi, Balaji Viswanathan, Joseph G. Gulla, Fouad Matar
ERMIS: Designing, developing, and delivering a remote managed infrastructure services solution. IBM J. Res. Dev. 53 (6) (2009)
Yang Song, Aleksander Kolcz, C. Lee Giles
Better Naive Bayes classification for high-precision spam detection. Softw. Pract. Exp. 39 (11) (2009)
Yang Song, Anca Sailer, Hidayatullah Shaikh
Problem classification method to enhance the ITIL incident and problem. Integrated Network Management (2009)
Yang Song, Lu Zhang, C. Lee Giles
A Non-parametric Approach to Pair-Wise Dynamic Topic Correlation Detection. ICDM (2008)
Yang Song, Ziming Zhuang, Huajing Li, Qiankun Zhao, Jia Li, Wang-Chien Lee, C. Lee Giles
Real-time automatic tag recommendation. SIGIR (2008)
Yang Song, Lu Zhang, C. Lee Giles
A sparse gaussian processes classification framework for fast tag suggestions. CIKM (2008)
Yang Song, C. Lee Giles
Efficient user preference predictions using collaborative filtering. ICPR (2008)
Jian Huang, Seyda Ertekin, Yang Song, Hongyuan Zha, C. Lee Giles
Efficient Multiclass Boosting Classification with Active Learning. SDM (2007)
Umer Farooq, Thomas George Kannampallil, Yang Song, Craig H. Ganoe, John M. Carroll, C. Lee Giles
Evaluating tagging behavior in social bookmarking systems: metrics and design heuristics. GROUP (2007)
Umer Farooq, Yang Song, John M. Carroll, C. Lee Giles
Social Bookmarking for Scholarly Digital Libraries. IEEE Internet Comput. 11 (6) (2007)
Yang Song, Jian Huang, Ding Zhou, Hongyuan Zha, C. Lee Giles
IKNN: Informative K-Nearest Neighbor Pattern Classification. PKDD (2007)
Yang Song, Jian Huang, Isaac G. Councill, Jia Li, C. Lee Giles
Efficient topic-based unsupervised name disambiguation. JCDL (2007)
Yang Song, Jian Huang, Isaac G. Councill, Jia Li, C. Lee Giles
Generative models for name disambiguation. WWW (2007)
Yang Song, Ding Zhou, Jian Huang, Isaac G. Councill, Hongyuan Zha, C. Lee Giles
Boosting the Feature Space: Text Classification for Unstructured Data on the Web. ICDM (2006)
Huajing Li, Isaac G. Councill, Levent Bolelli, Ding Zhou, Yang Song, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles
: a scalable autonomous scientific digital library. Infoscale (2006)
Ding Zhou, Yang Song, Hongyuan Zha, Ya Zhang
Towards discovering organizational structure from email corpus. ICMLA (2005)