2022

doi dblp
Bridging Self-Attention and Time Series Decomposition for Periodic Forecasting
Song Jiang | Tahin Syed | Xuan Zhu | Joshua Levy | Boris Aronchik | Yizhou Sun
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Estimating Causal Effects on Networked Observational Data via Representation Learning
Song Jiang | Yizhou Sun
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

doi dblp
HINTS: Citation Time Series Prediction for New Publications via Dynamic Heterogeneous Information Network Embedding
Song Jiang | Bernard Koch | Yizhou Sun
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

doi dblp
P-Companion: A Principled Framework for Diversified Complementary Product Recommendation
Junheng Hao | Tong Zhao | Jin Li | Xin Luna Dong | Christos Faloutsos | Yizhou Sun | Wei Wang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
Heterogeneous Graph Transformer
Ziniu Hu | Yuxiao Dong | Kuansan Wang | Yizhou Sun
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
SimGNN: A Neural Network Approach to Fast Graph Similarity Computation
Yunsheng Bai | Hao Ding | Song Bian | Ting Chen | Yizhou Sun | Wei Wang
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

doi dblp
Understanding Default Behavior in Online Lending
Yang Yang | Yuhong Xu | Chunping Wang | Yizhou Sun | Fei Wu | Yueting Zhuang | Ming Gu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach
Changjun Fan | Li Zeng | Yuhui Ding | Muhao Chen | Yizhou Sun | Zhong Liu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

2018

doi dblp
HeteroNAM: International Workshop on Heterogeneous Networks Analysis and Mining
Shobeir Fakhraei | Yanen Li | Yizhou Sun | Tim Weninger
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

doi dblp
HeteroMed: Heterogeneous Information Network for Medical Diagnosis
Anahita Hosseini | Ting Chen | Wenjun Wu | Yizhou Sun | Majid Sarrafzadeh
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

doi dblp
RaRE: Social Rank Regulated Large-scale Network Embedding
Yupeng Gu | Yizhou Sun | Yanen Li | Yang Yang
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

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ST-SAGE: A Spatial-Temporal Sparse Additive Generative Model for Spatial Item Recommendation
Weiqing Wang | Hongzhi Yin | Ling Chen | Yizhou Sun | Shazia Wasim Sadiq | Xiaofang Zhou
2017 Volume 8 Issue 3

doi dblp
Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification
Ting Chen | Yizhou Sun
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

doi dblp
Distant Meta-Path Similarities for Text-Based Heterogeneous Information Networks
Chenguang Wang | Yangqiu Song | Haoran Li | Yizhou Sun | Ming Zhang | Jiawei Han
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

doi dblp
Weakly-Guided User Stance Prediction via Joint Modeling of Content and Social Interaction
Rui Dong | Yizhou Sun | Lu Wang | Yupeng Gu | Yuan Zhong
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

doi dblp
EOMM: An Engagement Optimized Matchmaking Framework
Zhengxing Chen | Su Xue | John Kolen | Navid Aghdaie | Kazi A. Zaman | Yizhou Sun | Magy Seif El-Nasr
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

doi dblp
User Stance Prediction via Online Behavior Mining
Yizhou Sun
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

doi dblp
Recommendation in Context-Rich Environment: An Information Network Analysis Approach
Yizhou Sun | Hongzhi Yin | Xiang Ren
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2016

doi dblp
WSDM Cup 2016: Entity Ranking Challenge
Alex D. Wade | Kuansan Wang | Yizhou Sun | Antonio Gulli
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016

doi dblp
Towards Representation Independent Similarity Search Over Graph Databases
Yodsawalai Chodpathumwan | Amirhossein Aleyasen | Arash Termehchy | Yizhou Sun
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

doi dblp
Learning Global Term Weights for Content-based Recommender Systems
Yupeng Gu | Bo Zhao | David Hardtke | Yizhou Sun
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

2014

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LCARS: A Spatial Item Recommender System
Hongzhi Yin | Bin Cui | Yizhou Sun | Zhiting Hu | Ling Chen
2014 Volume 32 Issue 3

doi dblp
Personalized entity recommendation: a heterogeneous information network approach
Xiao Yu | Xiang Ren | Yizhou Sun | Quanquan Gu | Bradley Sturt | Urvashi Khandelwal | Brandon Norick | Jiawei Han
Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014

doi dblp
Modeling Topic Diffusion in Multi-Relational Bibliographic Information Networks
Huan Gui | Yizhou Sun | Jiawei Han | George Brova
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

doi dblp
Meta-Path-Based Ranking with Pseudo Relevance Feedback on Heterogeneous Graph for Citation Recommendation
Xiaozhong Liu | Yingying Yu | Chun Guo | Yizhou Sun
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

2012

doi dblp
Mining Heterogeneous Information Networks: Principles and Methodologies
Yizhou Sun | Jiawei Han
2012

doi dblp
When will it happen?: relationship prediction in heterogeneous information networks
Yizhou Sun | Jiawei Han | Charu C. Aggarwal | Nitesh V. Chawla
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012

doi dblp
User guided entity similarity search using meta-path selection in heterogeneous information networks
Xiao Yu | Yizhou Sun | Brandon Norick | Tiancheng Mao | Jiawei Han
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

2011

doi dblp
Trust analysis with clustering
Manish Gupta | Yizhou Sun | Jiawei Han
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion Volume)

2010

doi dblp
SHRINK: a structural clustering algorithm for detecting hierarchical communities in networks
Jianbin Huang | Heli Sun | Jiawei Han | Hongbo Deng | Yizhou Sun | Yaguang Liu
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

2009

doi dblp
P-Rank: a comprehensive structural similarity measure over information networks
Peixiang Zhao | Jiawei Han | Yizhou Sun
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

2007

doi dblp
Causal relation of queries from temporal logs
Yizhou Sun | Kunqing Xie | Ning Liu | Shuicheng Yan | Benyu Zhang | Zheng Chen
Proceedings of the 16th International Conference on World Wide Web, WWW 2007, Banff, Alberta, Canada, May 8-12, 2007