Philip S. Yu


2023

doi dblp
Unbiased and Efficient Self-Supervised Incremental Contrastive Learning
Cheng Ji | Jianxin Li | Hao Peng | Jia Wu | Xingcheng Fu | Qingyun Sun | Philip S. 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
Reducing Negative Effects of the Biases of Language Models in Zero-Shot Setting
Xiaosu Wang | Yun Xiong | Beichen Kang | Yao Zhang | Philip S. Yu | Yangyong Zhu
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

doi dblp
Ranking-based Group Identification via Factorized Attention on Social Tripartite Graph
Mingdai Yang | Zhiwei Liu | Liangwei Yang | Xiaolong Liu | Chen Wang | Hao Peng | Philip S. 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
DGRec: Graph Neural Network for Recommendation with Diversified Embedding Generation
Liangwei Yang | Shengjie Wang | Yunzhe Tao | Jiankai Sun | Xiaolong Liu | Philip S. Yu | Taiqing Wang
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

2022

doi dblp
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks
Hao Peng | Ruitong Zhang | Yingtong Dou | Renyu Yang | Jingyi Zhang | Philip S. Yu
2022 Volume 40 Issue 4

doi dblp
A Survey on Text Classification: From Traditional to Deep Learning
Qian Li | Hao Peng | Jianxin Li | Congying Xia | Renyu Yang | Lichao Sun | Philip S. Yu | Lifang He
2022 Volume 13 Issue 2

doi dblp
Federated Social Recommendation with Graph Neural Network
Zhiwei Liu | Liangwei Yang | Ziwei Fan | Hao Peng | Philip S. Yu
2022 Volume 13 Issue 4

doi dblp
Multivariate Correlation-aware Spatio-temporal Graph Convolutional Networks for Multi-scale Traffic Prediction
Senzhang Wang | Meiyue Zhang | Hao Miao | Zhaohui Peng | Philip S. Yu
2022 Volume 13 Issue 3

doi dblp
Multi-Sparse-Domain Collaborative Recommendation via Enhanced Comprehensive Aspect Preference Learning
Xiaoyun Zhao | Ning Yang | Philip S. 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
Dy-HIEN: Dynamic Evolution based Deep Hierarchical Intention Network for Membership Prediction
Zhenyun Hao | Jianing Hao | Zhaohui Peng | Senzhang Wang | Philip S. Yu | Xue Wang | Jian Wang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp
PAS: Privacy Algorithms in Systems
Philip S. Yu | Olivera Kotevska | Tyler Derr
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Automating DBSCAN via Deep Reinforcement Learning
Ruitong Zhang | Hao Peng | Yingtong Dou | Jia Wu | Qingyun Sun | Yangyang Li | Jingyi Zhang | Philip S. Yu
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
ContrastVAE: Contrastive Variational AutoEncoder for Sequential Recommendation
Yu Wang | Hengrui Zhang | Zhiwei Liu | Liangwei Yang | Philip S. Yu
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing
Qingyun Sun | Jianxin Li | Haonan Yuan | Xingcheng Fu | Hao Peng | Cheng Ji | Qian Li | Philip S. Yu
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
A Self-supervised Riemannian GNN with Time Varying Curvature for Temporal Graph Learning
Li Sun | Junda Ye | Hao Peng | Philip S. Yu
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
From Known to Unknown: Quality-aware Self-improving Graph Neural Network For Open Set Social Event Detection
Jiaqian Ren | Lei Jiang | Hao Peng | Yuwei Cao | Jia Wu | Philip S. Yu | Lifang He
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Cross-Network Social User Embedding with Hybrid Differential Privacy Guarantees
Jiaqian Ren | Lei Jiang | Hao Peng | Lingjuan Lyu | Zhiwei Liu | Chaochao Chen | Jia Wu | Xu Bai | Philip S. Yu
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Frequent Itemset Mining with Local Differential Privacy
Junhui Li | Wensheng Gan | Yijie Gui | Yongdong Wu | Philip S. Yu
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Time Lag Aware Sequential Recommendation
Lihua Chen | Ning Yang | Philip S. Yu
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Large-scale Personalized Video Game Recommendation via Social-aware Contextualized Graph Neural Network
Liangwei Yang | Zhiwei Liu | Yu Wang | Chen Wang | Ziwei Fan | Philip S. Yu
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
Sequential Recommendation via Stochastic Self-Attention
Ziwei Fan | Zhiwei Liu | Yu Wang | Alice Wang | Zahra Nazari | Lei Zheng | Hao Peng | Philip S. Yu
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
Dual Space Graph Contrastive Learning
Haoran Yang | Hongxu Chen | Shirui Pan | Lin Li | Philip S. Yu | Guandong Xu
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
A Comprehensive Survey of the Key Technologies and Challenges Surrounding Vehicular Ad Hoc Networks
Zhenchang Xia | Jia Wu | Libing Wu | Yanjiao Chen | Jian Yang | Philip S. Yu
2021 Volume 12 Issue 4

doi dblp
Dynamic Planning of Bicycle Stations in Dockless Public Bicycle-sharing System Using Gated Graph Neural Network
Jianguo Chen | Kenli Li | Keqin Li | Philip S. Yu | Zeng Zeng
2021 Volume 12 Issue 2

doi dblp
ConsisRec: Enhancing GNN for Social Recommendation via Consistent Neighbor Aggregation
Liangwei Yang | Zhiwei Liu | Yingtong Dou | Jing Ma | Philip S. 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
User Preference-aware Fake News Detection
Yingtong Dou | Kai Shu | Congying Xia | Philip S. Yu | Lichao Sun
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
Pseudo Siamese Network for Few-shot Intent Generation
Congying Xia | Caiming Xiong | Philip S. 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
Medical Triage Chatbot Diagnosis Improvement via Multi-relational Hyperbolic Graph Neural Network
Zheng Liu | Xiaohan Li | Zeyu You | Tao Yang | Wei Fan | Philip S. 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
Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer
Zhiwei Liu | Ziwei Fan | Yu Wang | Philip S. 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
DSKReG: Differentiable Sampling on Knowledge Graph for Recommendation with Relational GNN
Yu Wang | Zhiwei Liu | Ziwei Fan | Lichao Sun | Philip S. Yu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Graph-based Semi-Supervised Learning by Strengthening Local Label Consistency
Chen Li | Xutan Peng | Hao Peng | Jia Wu | Lihong Wang | Philip S. Yu | Jianxin Li | Lichao Sun
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Hubness-aware User Identity Linkage
Chaozhuo Li | Senzhang Wang | Feiran Huang | Jie Xu | Philip S. Yu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation
Ziwei Fan | Zhiwei Liu | Shen Wang | Lei Zheng | Philip S. Yu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Improving Chinese Character Representation with Formation Graph Attention Network
Xiaosu Wang | Yun Xiong | Hao Niu | Jingwen Yue | Yangyong Zhu | Philip S. Yu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Hyperbolic Hypergraphs for Sequential Recommendation
Yicong Li | Hongxu Chen | Xiangguo Sun | Zhenchao Sun | Lin Li | Lizhen Cui | Philip S. Yu | Guandong Xu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Click-Through Rate Prediction with Multi-Modal Hypergraphs
Li He | Hongxu Chen | Dingxian Wang | Shoaib Jameel | Philip S. Yu | Guandong Xu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer
Ziwei Fan | Zhiwei Liu | Jiawei Zhang | Yun Xiong | Lei Zheng | Philip S. Yu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs
Yuwei Cao | Hao Peng | Jia Wu | Yingtong Dou | Jianxin Li | Philip S. Yu
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism
Qingyun Sun | Jianxin Li | Hao Peng | Jia Wu | Yuanxing Ning | Philip S. Yu | Lifang He
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
Mixed-Curvature Multi-Relational Graph Neural Network for Knowledge Graph Completion
Shen Wang | Xiaokai Wei | Cícero Nogueira dos Santos | Zhiguo Wang | Ramesh Nallapati | Andrew O. Arnold | Bing Xiang | Philip S. Yu | Isabel F. Cruz
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
Highly Liquid Temporal Interaction Graph Embeddings
Huidi Chen | Yun Xiong | Yangyong Zhu | Philip S. Yu
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

doi dblp
Extracting diverse-shapelets for early classification on time series
Wenhe Yan | Guiling Li | Zongda Wu | Senzhang Wang | Philip S. Yu
2020 Volume 23 Issue 6

doi dblp
A meta-feature based unified framework for both cold-start and warm-start explainable recommendations
Ning Yang | Yuchi Ma | Li Chen | Philip S. Yu
2020 Volume 23 Issue 1

doi dblp
Generative temporal link prediction via self-tokenized sequence modeling
Yue Wang | Chenwei Zhang | Shen Wang | Philip S. Yu | Lu Bai | Lixin Cui | Guandong Xu
2020 Volume 23 Issue 4

doi dblp
Influence Maximization with Spontaneous User Adoption
Lichao Sun | Albert Chen | Philip S. Yu | Wei Chen
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

doi dblp
Joint Training Capsule Network for Cold Start Recommendation
Tingting Liang | Congying Xia | Yuyu Yin | Philip S. 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
Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection
Zhiwei Liu | Yingtong Dou | Philip S. Yu | Yutong Deng | Hao Peng
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
Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View
Jibing Gong | Shen Wang | Jinlong Wang | Wenzheng Feng | Hao Peng | Jie Tang | Philip S. 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
Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters
Yingtong Dou | Zhiwei Liu | Li Sun | Yutong Deng | Hao Peng | Philip S. Yu
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

doi dblp
Explainable recommendation with fusion of aspect information
Yunfeng Hou | Ning Yang | Yi Wu | Philip S. Yu
2019 Volume 22 Issue 1

doi dblp
SemRec: a personalized semantic recommendation method based on weighted heterogeneous information networks
Chuan Shi | Zhiqiang Zhang | Yugang Ji | Weipeng Wang | Philip S. Yu | Zhiping Shi
2019 Volume 22 Issue 1

doi dblp
Multi-View Fusion with Extreme Learning Machine for Clustering
Yongshan Zhang | Jia Wu | Chuan Zhou | Zhihua Cai | Jian Yang | Philip S. Yu
2019 Volume 10 Issue 5

doi dblp
Multi-view collective tensor decomposition for cross-modal hashing
Limeng Cui | Jiawei Zhang | Lifang He | Philip S. Yu
2019 Volume 8 Issue 1

doi dblp
Deep Distribution Network: Addressing the Data Sparsity Issue for Top-N Recommendation
Lei Zheng | Chaozhuo Li | Chun-Ta Lu | Jiawei Zhang | Philip S. 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
Gated Spectral Units: Modeling Co-evolving Patterns for Sequential Recommendation
Lei Zheng | Ziwei Fan | Chun-Ta Lu | Jiawei Zhang | Philip S. 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
Recent Developments of Deep Heterogeneous Information Network Analysis
Chuan Shi | Philip S. Yu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Deep Graph Similarity Learning for Brain Data Analysis
Guixiang Ma | Nesreen K. Ahmed | Theodore L. Willke | Dipanjan Sengupta | Michael W. Cole | Nicholas B. Turk-Browne | Philip S. Yu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Social-Aware VR Configuration Recommendation via Multi-Feedback Coupled Tensor Factorization
Hsu-Chao Lai | Hong-Han Shuai | De-Nian Yang | Jiun-Long Huang | Wang-Chien Lee | Philip S. Yu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System
Ye Liu | Chenwei Zhang | Xiaohui Yan | Yi Chang | Philip S. Yu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
EHR Coding with Multi-scale Feature Attention and Structured Knowledge Graph Propagation
Xiancheng Xie | Yun Xiong | Philip S. Yu | Yangyong Zhu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Temporal Network Embedding with Micro- and Macro-dynamics
Yuanfu Lu | Xiao Wang | Chuan Shi | Philip S. Yu | Yanfang Ye
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Multi-Hot Compact Network Embedding
Chaozhuo Li | Lei Zheng | Senzhang Wang | Feiran Huang | Philip S. Yu | Zhoujun Li
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Partially Shared Adversarial Learning For Semi-supervised Multi-platform User Identity Linkage
Chaozhuo Li | Senzhang Wang | Hao Wang | Yanbo Liang | Philip S. Yu | Zhoujun Li | Wei Wang
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Video-level Multi-model Fusion for Action Recognition
Xiaomin Wang | Junsan Zhang | Leiquan Wang | Philip S. Yu | Jie Zhu | Haisheng Li
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Open-world Learning and Application to Product Classification
Hu Xu | Bing Liu | Lei Shu | Philip S. Yu
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

doi dblp
Heterogeneous Graph Attention Network
Xiao Wang | Houye Ji | Chuan Shi | Bai Wang | Yanfang Ye | Peng Cui | Philip S. Yu
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
A topic model for co-occurring normal documents and short texts
Yang Yang | Feifei Wang | Junni Zhang | Jin Xu | Philip S. Yu
2018 Volume 21 Issue 2

doi dblp
Multi-view Collective Tensor Decomposition for Cross-modal Hashing
Limeng Cui | Zhensong Chen | Jiawei Zhang | Lifang He | Yong Shi | Philip S. Yu
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, ICMR 2018, Yokohama, Japan, June 11-14, 2018

doi dblp
DeepAuth: A Framework for Continuous User Re-authentication in Mobile Apps
Sara Amini | Vahid Noroozi | Amit Pande | Satyajit Gupte | Philip S. Yu | Chris Kanich
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

doi dblp
Heterogeneous Neural Attentive Factorization Machine for Rating Prediction
Liang Chen | Yang Liu | Zibin Zheng | Philip S. Yu
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

doi dblp
Newsfeed Filtering and Dissemination for Behavioral Therapy on Social Network Addictions
Hong-Han Shuai | Yen-Chieh Lien | De-Nian Yang | Yi-Feng Lan | Wang-Chien Lee | Philip S. Yu
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

doi dblp
Distribution Distance Minimization for Unsupervised User Identity Linkage
Chaozhuo Li | Senzhang Wang | Philip S. Yu | Lei Zheng | Xiaoming Zhang | Zhoujun Li | Yanbo Liang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

doi dblp
Learning from Multi-View Multi-Way Data via Structural Factorization Machines
Chun-Ta Lu | Lifang He | Hao Ding | Bokai Cao | Philip S. Yu
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

doi dblp
On Exploring Semantic Meanings of Links for Embedding Social Networks
Linchuan Xu | Xiaokai Wei | Jiannong Cao | Philip S. Yu
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

doi dblp
Multi-Task Pharmacovigilance Mining from Social Media Posts
Shaika Chowdhury | Chenwei Zhang | Philip S. Yu
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

doi dblp
Community detection for emerging social networks
Qianyi Zhan | Jiawei Zhang | Philip S. Yu | Junyuan Xie
2017 Volume 20 Issue 6

doi dblp
Predicting neighbor label distributions in dynamic heterogeneous information networks
Yuchi Ma | Ning Yang | Lei Zhang | Philip S. Yu
2017 Volume 20 Issue 6

doi dblp
Computing Urban Traffic Congestions by Incorporating Sparse GPS Probe Data and Social Media Data
Senzhang Wang | Xiaoming Zhang | Jianping Cao | Lifang He | Leon Stenneth | Philip S. Yu | Zhoujun Li | Zhiqiu Huang
2017 Volume 35 Issue 4

doi dblp
Embedding of Embedding (EOE): Joint Embedding for Coupled Heterogeneous Networks
Linchuan Xu | Xiaokai Wei | Jiannong Cao | Philip S. Yu
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

doi dblp
Multilinear Factorization Machines for Multi-Task Multi-View Learning
Chun-Ta Lu | Lifang He | Weixiang Shao | Bokai Cao | Philip S. Yu
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

doi dblp
Joint Deep Modeling of Users and Items Using Reviews for Recommendation
Lei Zheng | Vahid Noroozi | Philip S. Yu
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

doi dblp
Link Prediction with Cardinality Constraint
Jiawei Zhang | Jianhui Chen | Junxing Zhu | Yi Chang | Philip S. Yu
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

doi dblp
Enterprise Employee Training via Project Team Formation
Jiawei Zhang | Philip S. Yu | Yuanhua Lv
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

doi dblp
Unsupervised Feature Selection with Heterogeneous Side Information
Xiaokai Wei | Bokai Cao | Philip S. Yu
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

doi dblp
Broad Learning based Multi-Source Collaborative Recommendation
Junxing Zhu | Jiawei Zhang | Lifang He | Quanyuan Wu | Bin Zhou | Chenwei Zhang | Philip S. Yu
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

doi dblp
Coupled Sparse Matrix Factorization for Response Time Prediction in Logistics Services
Yuqi Wang | Jiannong Cao | Lifang He | Wengen Li | Lichao Sun | Philip S. Yu
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

doi dblp
BL-ECD: Broad Learning based Enterprise Community Detection via Hierarchical Structure Fusion
Jiawei Zhang | Limeng Cui | Philip S. Yu | Yuanhua Lv
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

doi dblp
Multi-view Clustering with Graph Embedding for Connectome Analysis
Guixiang Ma | Lifang He | Chun-Ta Lu | Weixiang Shao | Philip S. Yu | Alex D. Leow | Ann B. Ragin
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

doi dblp
Cross View Link Prediction by Learning Noise-resilient Representation Consensus
Xiaokai Wei | Linchuan Xu | Bokai Cao | Philip S. Yu
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

doi dblp
On Learning Mixed Community-specific Similarity Metrics for Cold-start Link Prediction
Linchuan Xu | Xiaokai Wei | Jiannong Cao | Philip S. Yu
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

doi dblp
Embedding Identity and Interest for Social Networks
Linchuan Xu | Xiaokai Wei | Jiannong Cao | Philip S. Yu
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2016

doi dblp
Coranking the Future Influence of Multiobjects in Bibliographic Network Through Mutual Reinforcement
Senzhang Wang | Sihong Xie | Xiaoming Zhang | Zhoujun Li | Philip S. Yu | Yueying He
2016 Volume 7 Issue 4

doi dblp
Multi-view Machines
Bokai Cao | Hucheng Zhou | Guoqiang Li | Philip S. Yu
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016

doi dblp
Composite Correlation Quantization for Efficient Multimodal Retrieval
Mingsheng Long | Yue Cao | Jianmin Wang | Philip S. Yu
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
Multi-source Hierarchical Prediction Consolidation
Chenwei Zhang | Sihong Xie | Yaliang Li | Jing Gao | Wei Fan | Philip S. Yu
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

doi dblp
Active Zero-Shot Learning
Sihong Xie | Shaoxiong Wang | Philip S. Yu
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

doi dblp
Information Diffusion at Workplace
Jiawei Zhang | Philip S. Yu | Yuanhua Lv | Qianyi Zhan
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

doi dblp
Efficient Hidden Trajectory Reconstruction from Sparse Data
Ning Yang | Philip S. Yu
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

doi dblp
Mining User Intentions from Medical Queries: A Neural Network Based Heterogeneous Jointly Modeling Approach
Chenwei Zhang | Wei Fan | Nan Du | Philip S. Yu
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

doi dblp
PCT: Partial Co-Alignment of Social Networks
Jiawei Zhang | Philip S. Yu
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

doi dblp
Mining Online Social Data for Detecting Social Network Mental Disorders
Hong-Han Shuai | Chih-Ya Shen | De-Nian Yang | Yi-Feng Lan | Wang-Chien Lee | Philip S. Yu | Ming-Syan Chen
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

doi dblp
HeteroSales: Utilizing Heterogeneous Social Networks to Identify the Next Enterprise Customer
Qingbo Hu | Sihong Xie | Jiawei Zhang | Qiang Zhu | Songtao Guo | Philip S. Yu
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

2015

doi dblp
Privacy preserving graph publication in a distributed environment
Mingxuan Yuan | Lei Chen | Philip S. Yu | Hong Mei
2015 Volume 18 Issue 5

doi dblp
Diversionary Comments under Blog Posts
Jing Wang | Clement T. Yu | Philip S. Yu | Bing Liu | Weiyi Meng
2015 Volume 9 Issue 4

doi dblp
Enterprise Social Link Recommendation
Jiawei Zhang | Yuanhua Lv | Philip S. Yu
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

doi dblp
Learning Entity Types from Query Logs via Graph-Based Modeling
Jingyuan Zhang | Luo Jie | Altaf Rahman | Sihong Xie | Yi Chang | Philip S. Yu
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

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Semantic Path based Personalized Recommendation on Weighted Heterogeneous Information Networks
Chuan Shi | Zhiqiang Zhang | Ping Luo | Philip S. Yu | Yading Yue | Bin Wu
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

doi dblp
Forming Online Support Groups for Internet and Behavior Related Addictions
Chih-Ya Shen | Hong-Han Shuai | De-Nian Yang | Yi-Feng Lan | Wang-Chien Lee | Philip S. Yu | Ming-Syan Chen
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

2014

doi dblp
Multi-Label Classification Based on Multi-Objective Optimization
Chuan Shi | Xiangnan Kong | Di Fu | Philip S. Yu | Bin Wu
2014 Volume 5 Issue 2

doi dblp
Inferring the impacts of social media on crowdfunding
Chun-Ta Lu | Sihong Xie | Xiangnan Kong | Philip S. Yu
Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014

doi dblp
Transferring heterogeneous links across location-based social networks
Jiawei Zhang | Xiangnan Kong | Philip S. Yu
Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014

doi dblp
NCR: A Scalable Network-Based Approach to Co-Ranking in Question-and-Answer Sites
Jingyuan Zhang | Xiangnan Kong | Roger Jie Luo | Yi Chang | Philip S. Yu
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

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Ranking-based Clustering on General Heterogeneous Information Networks by Network Projection
Chuan Shi | Ran Wang | Yitong Li | Philip S. Yu | Bin Wu
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

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Identifying Your Customers in Social Networks
Chun-Ta Lu | Hong-Han Shuai | Philip S. Yu
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

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Deriving latent social impulses to determine longevous videos
Qingbo Hu | Guan Wang | Philip S. Yu
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

2013

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LaFT-tree: perceiving the expansion trace of one's circle of friends in online social networks
Jun Zhang | Chaokun Wang | Jianmin Wang | Philip S. Yu
Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013

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Learning latent friendship propagation networks with interest awareness for link prediction
Jun Zhang | Chaokun Wang | Philip S. Yu | Jianmin Wang
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013

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Predicting trends in social networks via dynamic activeness model
Shuyang Lin | Xiangnan Kong | Philip S. Yu
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

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An effective latent networks fusion based model for event recommendation in offline ephemeral social networks
Guoqiong Liao | Yuchen Zhao | Sihong Xie | Philip S. Yu
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

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Inferring anchor links across multiple heterogeneous social networks
Xiangnan Kong | Jiawei Zhang | Philip S. Yu
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

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Anatomy of a web-scale resale market: a data mining approach
Yuchen Zhao | Neel Sundaresan | Zeqian Shen | Philip S. Yu
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

2012

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Exploring latent browsing graph for question answering recommendation
Meng-Fen Chiang | Wen-Chih Peng | Philip S. Yu
2012 Volume 15 Issue 5-6

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Identify Online Store Review Spammers via Social Review Graph
Guan Wang | Sihong Xie | Bing Liu | Philip S. Yu
2012 Volume 3 Issue 4

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Gateway finder in large graphs: problem definitions and fast solutions
Hanghang Tong | Spiros Papadimitriou | Christos Faloutsos | Philip S. Yu | Tina Eliassi-Rad
2012 Volume 15 Issue 3-4

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Diversionary comments under political blog posts
Jing Wang | Clement T. Yu | Philip S. Yu | Bing Liu | Weiyi Meng
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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Meta path-based collective classification in heterogeneous information networks
Xiangnan Kong | Philip S. Yu | Ying Ding | David J. Wild
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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Influence and similarity on heterogeneous networks
Guan Wang | Qingbo Hu | Philip S. Yu
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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Community detection in incomplete information networks
Wangqun Lin | Xiangnan Kong | Philip S. Yu | Quanyuan Wu | Yan Jia | Chuan Li
Proceedings of the 21st World Wide Web Conference 2012, WWW 2012, Lyon, France, April 16-20, 2012

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Review spam detection via time series pattern discovery
Sihong Xie | Guan Wang | Shuyang Lin | Philip S. Yu
Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)

2011

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Leadership discovery when data correlatively evolve
Di Wu | Yiping Ke | Jeffrey Xu Yu | Philip S. Yu | Lei Chen
2011 Volume 14 Issue 1

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On selection of objective functions in multi-objective community detection
Chuan Shi | Philip S. Yu | Yanan Cai | Zhenyu Yan | Bin Wu
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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CP-index: on the efficient indexing of large graphs
Yan Xie | Philip S. Yu
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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Collective prediction with latent graphs
Xiaoxiao Shi | Yao Li | Philip S. Yu
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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Pattern change discovery between high dimensional data sets
Yi Xu | Zhongfei Zhang | Philip S. Yu | Bo Long
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

2010

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Optimal distance bounds for fast search on compressed time-series query logs
Michail Vlachos | Suleyman Serdar Kozat | Philip S. Yu
2010 Volume 4 Issue 2

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Orientation distance-based discriminative feature extraction for multi-class classification
Bo Liu | Yanshan Xiao | Longbing Cao | Philip S. Yu
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

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On wavelet decomposition of uncertain time series data sets
Yuchen Zhao | Charu C. Aggarwal | Philip S. Yu
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

2008

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A holistic lexicon-based approach to opinion mining
Xiaowen Ding | Bing Liu | Philip S. Yu
Proceedings of the International Conference on Web Search and Web Data Mining, WSDM 2008, Palo Alto, California, USA, February 11-12, 2008

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Identifying the influential bloggers in a community
Nitin Agarwal | Huan Liu | Lei Tang | Philip S. Yu
Proceedings of the International Conference on Web Search and Web Data Mining, WSDM 2008, Palo Alto, California, USA, February 11-12, 2008

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Dual encryption for query integrity assurance
Haixun Wang | Jian Yin | Chang-Shing Perng | Philip S. Yu
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

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Real-time new event detection for video streams
Gang Luo | Rong Yan | Philip S. Yu
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

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Content-based filtering for efficient online materialized view maintenance
Gang Luo | Philip S. Yu
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

2006

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Continuous keyword search on multiple text streams
Vagelis Hristidis | Oscar Valdivia | Michail Vlachos | Philip S. Yu
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006

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Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006

Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006

2005

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Compact reachability labeling for graph-structured data
Hao He | Haixun Wang | Jun Yang | Philip S. Yu
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31 - November 5, 2005

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Integrating DCT and DWT for approximating cube streams
Ming-Jyh Hsieh | Ming-Syan Chen | Philip S. Yu
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31 - November 5, 2005

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Adaptive load shedding for windowed stream joins
Bugra Gedik | Kun-Lung Wu | Philip S. Yu | Ling Liu
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31 - November 5, 2005

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Rotation invariant indexing of shapes and line drawings
Michail Vlachos | Zografoula Vagena | Philip S. Yu | Vassilis Athitsos
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31 - November 5, 2005

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Efficient structural joins with on-the-fly indexing
Kun-Lung Wu | Shyh-Kwei Chen | Philip S. Yu
Proceedings of the 14th international conference on World Wide Web, WWW 2005, Chiba, Japan, May 10-14, 2005 - Special interest tracks and posters

2004

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Motion adaptive indexing for moving continual queries over moving objects
Bugra Gedik | Kun-Lung Wu | Philip S. Yu | Ling Liu
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, Washington, DC, USA, November 8-13, 2004

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Interval query indexing for efficient stream processing
Kun-Lung Wu | Shyh-Kwei Chen | Philip S. Yu
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, Washington, DC, USA, November 8-13, 2004

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On the temporal dimension of search
Philip S. Yu | Xin Li | Bing Liu
Proceedings of the 13th international conference on World Wide Web - Alternate Track Papers & Posters, WWW 2004, New York, NY, USA, May 17-20, 2004

2003

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Cooperative TransCaching: A System of Distributed Proxy Servers for Web Content Adaptation
Claudia Canali | Valeria Cardellini | Michele Colajanni | Riccardo Lancellotti | Philip S. Yu
Proceedings of the Twelfth International World Wide Web Conference - Posters, WWW 2003, Budapest, Hungary, May 20-24, 2003

2002

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Efficient query monitoring using adaptive multiple key hashing
Kun-Lung Wu | Philip S. Yu
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002

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Optimal crawling strategies for web search engines
Joel L. Wolf | Mark S. Squillante | Philip S. Yu | Jay Sethuraman | L. Ozsen
Proceedings of the Eleventh International World Wide Web Conference, WWW 2002, May 7-11, 2002, Honolulu, Hawaii, USA

2001

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On the design of a learning crawler for topical resource discovery
Charu C. Aggarwal | Fatima Al-Garawi | Philip S. Yu
2001 Volume 19 Issue 3

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Effective Nearest Neighbor Indexing with the Euclidean Metric
Sang-Wook Kim | Charu C. Aggarwal | Philip S. Yu
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, Atlanta, Georgia, USA, November 5-10, 2001

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Intelligent crawling on the World Wide Web with arbitrary predicates
Charu C. Aggarwal | Fatima Al-Garawi | Philip S. Yu
Proceedings of the Tenth International World Wide Web Conference, WWW 10, Hong Kong, China, May 1-5, 2001

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Segment-based proxy caching of multimedia streams
Kun-Lung Wu | Philip S. Yu | Joel L. Wolf
Proceedings of the Tenth International World Wide Web Conference, WWW 10, Hong Kong, China, May 1-5, 2001

2000

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Collaborative Proxy System for Distributed Web Content Transcoding
Philip S. Yu | Valeria Cardellini | Yun-Wu Huang
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 6-11, 2000

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Clustering Through Decision Tree Construction
Bing Liu | Yiyuan Xia | Philip S. Yu
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 6-11, 2000

1999

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DNS Dispatching Algorithms with State Estimators for Scalable Web-Server Clusters
Valeria Cardellini | Michele Colajanni | Philip S. Yu
1999 Volume 2 Issue 3

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Local Replication for Proxy Web Caches with Hash Routing
Kun-Lung Wu | Philip S. Yu
Proceedings of the 1999 ACM CIKM International Conference on Information and Knowledge Management, Kansas City, Missouri, USA, November 2-6, 1999

1998

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MALM: A Framework for Mining Sequence Database at Multiple Abstraction Levels
Chung-Sheng Li | Philip S. Yu | Vittorio Castelli
Proceedings of the 1998 ACM CIKM International Conference on Information and Knowledge Management, Bethesda, Maryland, USA, November 3-7, 1998

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Online Algorithms for Finding Profile Association Rules
Charu C. Aggarwal | Zheng Sun | Philip S. Yu
Proceedings of the 1998 ACM CIKM International Conference on Information and Knowledge Management, Bethesda, Maryland, USA, November 3-7, 1998

1997

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On Disk Caching of Web Objects in Proxy Servers
Charu C. Aggarwal | Philip S. Yu
Proceedings of the Sixth International Conference on Information and Knowledge Management (CIKM'97), Las Vegas, Nevada, USA, November 10-14, 1997

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Mining Association Rules with Adjustable Accuracy
Jong Soo Park | Philip S. Yu | Ming-Syan Chen
Proceedings of the Sixth International Conference on Information and Knowledge Management (CIKM'97), Las Vegas, Nevada, USA, November 10-14, 1997

1995

doi dblp
Efficient Parallel and Data Mining for Association Rules
Jong Soo Park | Ming-Syan Chen | Philip S. Yu
CIKM '95, Proceedings of the 1995 International Conference on Information and Knowledge Management, November 28 - December 2, 1995, Baltimore, Maryland, USA

1994

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Multiversion Divergence Control of Time Fuzziness
Calton Pu | Miu K. Tsang | Kun-Lung Wu | Philip S. Yu
Proceedings of the Third International Conference on Information and Knowledge Management (CIKM'94), Gaithersburg, Maryland, USA, November 29 - December 2, 1994

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