Aixin Sun


2023

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DOCoR: Document-level OpenIE with Coreference Resolution
Shan Jie Yong | Kuicai Dong | Aixin Sun
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

2022

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Do Loyal Users Enjoy Better Recommendations?: Understanding Recommender Accuracy from a Time Perspective
Yitong Ji | Aixin Sun | Jie Zhang | Chenliang Li
ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11 - 12, 2022

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Improving Conversational Recommender Systems via Transformer-based Sequential Modelling
Jie Zou | Evangelos Kanoulas | Pengjie Ren | Zhaochun Ren | Aixin Sun | Cheng Long
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

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An Attribute-Driven Mirror Graph Network for Session-based Recommendation
Siqi Lai | Erli Meng | Fan Zhang | Chenliang Li | Bin Wang | Aixin Sun
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

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Automatic Expert Selection for Multi-Scenario and Multi-Task Search
Xinyu Zou | Zhi Hu | Yiming Zhao | Xuchu Ding | Zhongyi Liu | Chenliang Li | Aixin Sun
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2021

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Understanding the stability of medical concept embeddings
Grace E. Lee | Aixin Sun
2021 Volume 72 Issue 3

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Video Corpus Moment Retrieval with Contrastive Learning
Hao Zhang | Aixin Sun | Wei Jing | Guoshun Nan | Liangli Zhen | Joey Tianyi Zhou | Rick Siow Mong Goh
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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Generative Inverse Deep Reinforcement Learning for Online Recommendation
Xiaocong Chen | Lina Yao | Aixin Sun | Xianzhi Wang | Xiwei Xu | Liming Zhu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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Tweet-aware News Summarization with Dual-Attention Mechanism
Xin Zheng | Aixin Sun | Karthik Muthuswamy
Companion of The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

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Collective Named Entity Recognition in User Comments via Parameterized Label Propagation
Minh C. Phan | Aixin Sun
2020 Volume 71 Issue 5

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Sentiment Prediction using Attention on User-Specific Rating Distribution
Ting Lin | Aixin Sun
ICTIR '20: The 2020 ACM SIGIR International Conference on the Theory of Information Retrieval, Virtual Event, Norway, September 14-17, 2020

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Information Retrieval Technology - 15th Asia Information Retrieval Societies Conference, AIRS 2019, Hong Kong, November 7-9, 2019, Proceedings

Information Retrieval Technology - 15th Asia Information Retrieval Societies Conference, AIRS 2019, Hong Kong, November 7-9, 2019, Proceedings

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A Re-visit of the Popularity Baseline in Recommender Systems
Yitong Ji | Aixin Sun | Jie Zhang | Chenliang Li
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network
Cheng Zhao | Chenliang Li | Rong Xiao | Hongbo Deng | Aixin Sun
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

2019

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LinkLive: discovering Web learning resources for developers from Q&A discussions
Jing Li | Zhenchang Xing | Aixin Sun
2019 Volume 22 Issue 4

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Seed-Guided Topic Model for Document Filtering and Classification
Chenliang Li | Shiqian Chen | Jian Xing | Aixin Sun | Zongyang Ma
2019 Volume 37 Issue 1

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Collecting event-related tweets from twitter stream
Xin Zheng | Aixin Sun
2019 Volume 70 Issue 2

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A Study on Agreement in PICO Span Annotations
Grace E. Lee | Aixin Sun
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Aspect-level Sentiment Analysis using AS-Capsules
Yequan Wang | Aixin Sun | Minlie Huang | Xiaoyan Zhu
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

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Learning Travel Time Distributions with Deep Generative Model
Xiucheng Li | Gao Cong | Aixin Sun | Yun Cheng
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

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To Do or Not To Do: Distill crowdsourced negative caveats to augment api documentation
Jing Li | Aixin Sun | Zhenchang Xing
2018 Volume 69 Issue 12

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API Caveat Explorer - Surfacing Negative Usages from Practice: An API-oriented Interactive Exploratory Search System for Programmers
Jing Li | Aixin Sun | Zhenchang Xing | Lei Han
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

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CoNEREL: Collective Information Extraction in News Articles
Minh C. Phan | Aixin Sun
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

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Killing Two Birds With One Stone: Concurrent Ranking of Tags and Comments of Social Images
Boon-Siew Seah | Aixin Sun | Sourav S. Bhowmick
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

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Seed-driven Document Ranking for Systematic Reviews in Evidence-Based Medicine
Grace E. Lee | Aixin Sun
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

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Towards Effective Extraction and Linking of Software Mentions from User-Generated Support Tickets
Jianglei Han | Ka Hian Goh | Aixin Sun | Mohammad Akbari
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

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Sentiment Analysis by Capsules
Yequan Wang | Aixin Sun | Jialong Han | Ying Liu | Xiaoyan Zhu
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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Enhancing Topic Modeling for Short Texts with Auxiliary Word Embeddings
Chenliang Li | Yu Duan | Haoran Wang | Zhiqian Zhang | Aixin Sun | Zongyang Ma
2017 Volume 36 Issue 2

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Extracting fine-grained location with temporal awareness in tweets: A two-stage approach
Chenliang Li | Aixin Sun
2017 Volume 68 Issue 7

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An analysis of 14 Million tweets on hashtag-oriented spamming
Surendra Sedhai | Aixin Sun
2017 Volume 68 Issue 7

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Cross-Device User Linking: URL, Session, Visiting Time, and Device-log Embedding
Minh C. Phan | Aixin Sun | Yi Tay
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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NeuPL: Attention-based Semantic Matching and Pair-Linking for Entity Disambiguation
Minh C. Phan | Aixin Sun | Yi Tay | Jialong Han | Chenliang Li
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

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Semi-Supervised Event-related Tweet Identification with Dynamic Keyword Generation
Xin Zheng | Aixin Sun | Sibo Wang | Jialong Han
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

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Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

2016

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Mobile phone name extraction from internet forums: a semi-supervised approach
Yangjie Yao | Aixin Sun
2016 Volume 19 Issue 5

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When MetaMap Meets Social Media in Healthcare: Are the Word Labels Correct?
Hongkui Tu | Zongyang Ma | Aixin Sun | Xiaodong Wang
Information Retrieval Technology - 12th Asia Information Retrieval Societies Conference, AIRS 2016, Beijing, China, November 30 - December 2, 2016, Proceedings

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Topic Modeling for Short Texts with Auxiliary Word Embeddings
Chenliang Li | Haoran Wang | Zhiqian Zhang | Aixin Sun | Zongyang Ma
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

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Annotating Points of Interest with Geo-tagged Tweets
Kaiqi Zhao | Gao Cong | Aixin Sun
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

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Effective Document Labeling with Very Few Seed Words: A Topic Model Approach
Chenliang Li | Jian Xing | Aixin Sun | Zongyang Ma
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

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Effect of Spam on Hashtag Recommendation for Tweets
Surendra Sedhai | Aixin Sun
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume

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Joint Recognition and Linking of Fine-Grained Locations from Tweets
Zongcheng Ji | Aixin Sun | Gao Cong | Jialong Han
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

2015

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Who, Where, When, and What: A Nonparametric Bayesian Approach to Context-aware Recommendation and Search for Twitter Users
Quan Yuan | Gao Cong | Kaiqi Zhao | Zongyang Ma | Aixin Sun
2015 Volume 33 Issue 1

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A Study of Visual and Semantic Similarity for Social Image Search Recommendation
Yangjie Yao | Aixin Sun
Information Retrieval Technology - 11th Asia Information Retrieval Societies Conference, AIRS 2015, Brisbane, QLD, Australia, December 2-4, 2015. Proceedings

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Information Retrieval Technology - 11th Asia Information Retrieval Societies Conference, AIRS 2015, Brisbane, QLD, Australia, December 2-4, 2015. Proceedings

Information Retrieval Technology - 11th Asia Information Retrieval Societies Conference, AIRS 2015, Brisbane, QLD, Australia, December 2-4, 2015. Proceedings

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HSpam14: A Collection of 14 Million Tweets for Hashtag-Oriented Spam Research
Surendra Sedhai | Aixin Sun
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

2014

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Towards context-aware search with right click
Aixin Sun | Chii-Hian Lou
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

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Hashtag recommendation for hyperlinked tweets
Surendra Sedhai | Aixin Sun
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

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PRISM: concept-preserving social image search results summarization
Boon-Siew Seah | Sourav S. Bhowmick | Aixin Sun
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

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Your neighbors affect your ratings: on geographical neighborhood influence to rating prediction
Longke Hu | Aixin Sun | Yong Liu
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

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Fine-grained location extraction from tweets with temporal awareness
Chenliang Li | Aixin Sun
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

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Tagging Your Tweets: A Probabilistic Modeling of Hashtag Annotation in Twitter
Zongyang Ma | Aixin Sun | Quan Yuan | Gao Cong
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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Exploiting Geographical Neighborhood Characteristics for Location Recommendation
Yong Liu | Wei Wei | Aixin Sun | Chunyan Miao
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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Graph-based Point-of-interest Recommendation with Geographical and Temporal Influences
Quan Yuan | Gao Cong | Aixin Sun
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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Summarizing social image search results
Boon-Siew Seah | Sourav S. Bhowmick | Aixin Sun
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

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Why not, WINE?
Sourav S. Bhowmick | Aixin Sun | Ba Quan Truong
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

2013

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On predicting the popularity of newly emerging hashtags in Twitter
Zongyang Ma | Aixin Sun | Gao Cong
2013 Volume 64 Issue 7

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TSDW: Two-stage word sense disambiguation using Wikipedia
Chenliang Li | Aixin Sun | Anwitaman Datta
2013 Volume 64 Issue 6

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Are Most-Viewed News Articles Most-Shared?
Yangjie Yao | Aixin Sun
Information Retrieval Technology - 9th Asia Information Retrieval Societies Conference, AIRS 2013, Singapore, December 9-11, 2013. Proceedings

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Exploiting hybrid contexts for Tweet segmentation
Chenliang Li | Aixin Sun | Jianshu Weng | Qi He
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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Time-aware point-of-interest recommendation
Quan Yuan | Gao Cong | Zongyang Ma | Aixin Sun | Nadia Magnenat-Thalmann
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 event-relatedness of popular queries
Seyyedeh Newsha Ghoreishi | Aixin Sun
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

2012

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An evaluation of classification models for question topic categorization
Bo Qu | Gao Cong | Cuiping Li | Aixin Sun | Hong Chen
2012 Volume 63 Issue 5

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Content is still king: the effect of neighbor voting schemes on tag relevance for social image retrieval
Ba Quan Truong | Aixin Sun | Sourav S. Bhowmick
International Conference on Multimedia Retrieval, ICMR '12, Hong Kong, China, June 5-8, 2012

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Will this #hashtag be popular tomorrow?
Zongyang Ma | Aixin Sun | Gao Cong
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

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Short text classification using very few words
Aixin Sun
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

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Category hierarchy maintenance: a data-driven approach
Quan Yuan | Gao Cong | Aixin Sun | Chin-Yew Lin | Nadia Magnenat-Thalmann
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

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TwiNER: named entity recognition in targeted twitter stream
Chenliang Li | Jianshu Weng | Qi He | Yuxia Yao | Anwitaman Datta | Aixin Sun | Bu-Sung Lee
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

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Topic-driven reader comments summarization
Zongyang Ma | Aixin Sun | Quan Yuan | Gao Cong
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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Twevent: segment-based event detection from tweets
Chenliang Li | Aixin Sun | Anwitaman Datta
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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CASIS: a system for concept-aware social image search
Ba Quan Truong | Aixin Sun | Sourav S. Bhowmick
Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)

2011

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Detecting spam blogs from blog search results
Linhong Zhu | Aixin Sun | Byron Choi
2011 Volume 47 Issue 2

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Tag-based social image retrieval: An empirical evaluation
Aixin Sun | Sourav S. Bhowmick | Khanh Tran Nam Nguyen | Ge Bai
2011 Volume 62 Issue 12

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AffRank: Affinity-driven ranking of products in online social rating networks
Hui Li | Sourav S. Bhowmick | Aixin Sun
2011 Volume 62 Issue 7

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Visualizing and querying semantic social networks
Aixin Sun | Anwitaman Datta | Ee-Peng Lim | Kuiyu Chang
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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Semantic tag recommendation using concept model
Chenliang Li | Anwitaman Datta | Aixin Sun
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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CASINO: towards conformity-aware social influence analysis in online social networks
Hui Li | Sourav S. Bhowmick | Aixin Sun
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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A Generalized Method for Word Sense Disambiguation Based on Wikipedia
Chenliang Li | Aixin Sun | Anwitaman Datta
Advances in Information Retrieval - 33rd European Conference on IR Research, ECIR 2011, Dublin, Ireland, April 18-21, 2011. Proceedings

2010

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Affinity-driven prediction and ranking of products in online product review sites
Hui Li | Sourav S. Bhowmick | Aixin Sun
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

2009

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Trust relationship prediction using online product review data
Nan Ma | Ee-Peng Lim | Viet-An Nguyen | Aixin Sun | Haifeng Liu
Proceeding of the ACM First International Workshop on Complex Networks Meet Information & Knowledge Management, CIKM-CNIKM 2009, Hong Kong, China, November 6, 2009

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On Stability, Clarity, and Co-occurrence of Self-Tagging
Aixin Sun | Anwitaman Datta
Proceedings of the Second International Conference on Web Search and Web Data Mining, WSDM 2009, Barcelona, Spain, February 9-11, 2009

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Quality-aware collaborative question answering: methods and evaluation
Maggy Anastasia Suryanto | Ee-Peng Lim | Aixin Sun | Roger H. L. Chiang
Proceedings of the Second International Conference on Web Search and Web Data Mining, WSDM 2009, Barcelona, Spain, February 9-11, 2009

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What makes categories difficult to classify?: a study on predicting classification performance for categories
Aixin Sun | Ee-Peng Lim | Ying Liu
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

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Blog cascade affinity: analysis and prediction
Hui Li | Sourav S. Bhowmick | Aixin Sun
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

2008

doi dblp
On profiling blogs with representative entries
Jinfeng Zhuang | Steven C. H. Hoi | Aixin Sun
Proceedings of the Second Workshop on Analytics for Noisy Unstructured Text Data, AND 2008, Singapore, July 24, 2008

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On ranking controversies in wikipedia: models and evaluation
Ba-Quy Vuong | Ee-Peng Lim | Aixin Sun | Minh-Tam Le | Hady Wirawan Lauw
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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Searching blogs and news: a study on popular queries
Aixin Sun | Meishan Hu | Ee-Peng Lim
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

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Comments-oriented document summarization: understanding documents with readers' feedback
Meishan Hu | Aixin Sun | Ee-Peng Lim
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

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Representative entry selection for profiling blogs
Jinfeng Zhuang | Steven C. H. Hoi | Aixin Sun | Rong Jin
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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Online spam-blog detection through blog search
Linhong Zhu | Aixin Sun | Byron Choi
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

2007

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SLOQUE: slot-based query expansion for complex questions
Maggy Anastasia Suryanto | Ee-Peng Lim | Aixin Sun | Roger H. L. Chiang
Proceedings of the First Workshop on CyberInfrastructure: Information Management in eScience, CIMS 2007, Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, Lisbon, Portugal, November 9, 2007

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Comments-oriented blog summarization by sentence extraction
Meishan Hu | Aixin Sun | Ee-Peng Lim
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, Lisbon, Portugal, November 6-10, 2007

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Measuring article quality in wikipedia: models and evaluation
Meiqun Hu | Ee-Peng Lim | Aixin Sun | Hady Wirawan Lauw | Ba-Quy Vuong
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, Lisbon, Portugal, November 6-10, 2007

2006

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Web unit-based mining of homepage relationships
Aixin Sun | Ee-Peng Lim
2006 Volume 57 Issue 3

2003

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Performance measurement framework for hierarchical text classification
Aixin Sun | Ee-Peng Lim | Wee Keong Ng
2003 Volume 54 Issue 11

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Web unit mining: finding and classifying subgraphs of web pages
Aixin Sun | Ee-Peng Lim
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, New Orleans, Louisiana, USA, November 2-8, 2003

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