Nature

2018

  1. Deep Learning based Recommender System: A Survey and New Perspectives [ PDF@RG]
    Shuai Zhang, Lina Yao, Aixin Sun, and Yi Tay. ACM Computing Surveys. Accepted in 2018 RecSys
  2. Towards Effective Extraction and Linking of Software Mentions from User-Generated Support Tickets.
    Jianglei Han, Ka Hian Goh, Aixin Sun, and Mohammad Akbari. ACM CIKM. Oct 2018 NER
  3. Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All [PDF@arXiv]
    Minh C. Phan, Aixin Sun, Yi Tay, Jialong Han, and Chenliang Li. TKDE. Accpeted in 2018 NER
  4. Will your paper get promoted by a citation? A case study of citation promoter in computer science discipline
    Feiheng Luo, Aixin Sun, Aravind Sesagiri Raamkumar, Mojisola Erdt, and Yin-Leng Theng. IEEE Trans. on Emerging Topics in Computing. Accpeted in 2018 Bib
  5. Collecting Event-related Tweets from Twitter Stream
    Xin Zheng, Aixin Sun. JASIST. Accpeted in 2018 IR
  6. Learning-Based Outdoor Localization Exploiting Crowd-Labeled WiFi Hotspots
    Jin Wang, Jun Luo, Sinno Jialin Pan and Aixin Sun. IEEE TMC. Accpeted in 2018
  7. To Do or Not To Do: Distill Crowdsourced Negative Caveats to Augment API Documentation
    Jing Li, Aixin Sun, and Zhenchang Xing. JASIST. Accpeted in 2018 IR
  8. Seed-driven Document Ranking for Systematic Reviews in Evidence-Based Medicine [PDF@RG] [Slides]
    Grace E. Lee and Aixin Sun. ACM SIGIR. July 2018 Health IR
  9. SegBot: A Generic Neural Text Segmentation Model with Pointer Network [Demo Link]
    Jing Li, Aixin Sun, and Shafiq Joty. IJCAI. July 2018 NLP
  10. NeuRec: On Nonlinear Transformation for Personalized Ranking
    Shuai Zhang; Lina Yao; Aixin Sun; Sen Wang; Guodong Long; Manqing Dong. IJCAI. July 2018 RecSys
  11. Killing Two Birds With One Stone: Concurrent Ranking of Tags and Comments of Social Images
    Boon-Siew Seah, Aixin Sun, and Sourav S Bhowmick. ACM SIGIR (Short paper). July 2018 IR
  12. CoNEREL: Collective Information Extraction in News Articles [Demo Video]
    Minh C. Phan and Aixin Sun. ACM SIGIR (Demo paper). July 2018 NER IR
  13.  API Caveat Explorer: Surfacing Negative Usages from Practice [Demo Link]
    Jing Li, Aixin Sun, Zhenchang Xing, and Lei Han. ACM SIGIR (Demo paper). July 2018 IR
  14. Learning to Answer Programming Questions with Software Documentation through Social Context Embedding
    Jing Li, Aixin Sun, Zhenchang Xing. Information Sciences. 448-449: 36-52 (2018) [PDF] IR
  15. A Survey of Location Prediction on Twitter [ PDF@RG]
    Xin Zheng, Jialong Han, Aixin Sun. IEEE TKDE. 30(9): 1652-1671 POI
  16. Sentiment Analysis by Capsules [ PDF@RG]
    Yequan Wang, Aixin Sun, Jialong Han, Ying Liu, Xiaoyan Zhu. WWW. Apr 2018 NLP
  17. Semi-Supervised Spam Detection in Twitter Stream
    Surendra Sedhai, Aixin Sun. IEEE TCSS. 5(1):169 -- 175. 2018  Spam
  18. Linking Fine-Grained Locations in User Comments
    Jialong Han, Aixin Sun, Gao Cong, Wayne Xin Zhao, Zongcheng Ji, and Minh C. Phan. IEEE TKDE. 30(1): 59-72. 2018 NER IR
  19. Exploring Prestigious Citations Sourced from Top Universities in Bibliometrics and Altmetrics: A Case Study in the Computer Science Discipline
    Feiheng Luo, Aixin Sun, Mojisola Erdt, Aravind Sesagiri Raamkumar, Yin-Leng Theng. Scientometrics 114(1): 1- 17. 2018 Bib

2016 and 2017

  1. NeuPL: Attention-based Semantic Matching and Pair-Linking for Entity Disambiguation [ PDF@RG]
    Minh C. Phan, Aixin Sun, Yi Tay, Jialong Han, Chenliang Li. ACM CIKM. Nov 2017 NER IR
  2. Semi-Supervised Event-related Tweet Identification with Dynamic Keyword Generation
    Xin Zheng, Aixin Sun, Sibo Wang, Jialong Han. ACM CIKM. Nov 2017 IR
  3. Mean Average Distance to Resolver: An Evaluation Metric for Ticket Routing in Expert Network
    Jianglei Han, Aixin Sun. ICSME. Sep 2017
  4. Cross-Device User Linking: URL, Session, Visiting Time, and Device-log Embedding [ PDF@RG]
    Cong Minh Phan, Aixin Sun, Yi Tay. ACM SIGIR (Short paper). Aug 2017
  5. Enhancing Topic Modeling for Short Texts with Auxiliary Word Embeddings. [ ACM]
    Chenliang Li, Yu Duan, Haoran Wang, Zhiqian Zhang, Aixin Sun, Zongyang Ma. ACM TOIS. 36(2): 11:1- 11:30. 2017  TM
  6. An Analysis of 14 Million Tweets on Hashtag-Oriented Spamming. [ PDF@RG]
    Surendra Sedhai, Aixin Sun. JASIST. 68(7): 1638-1651 (2017) Spam
  7. Extracting Fine-grained Location with Temporal Awareness in Tweets: A Two-Stage Approach [ PDF@RG]
    Chenliang Li, Aixin Sun. JASIST. 68(7): 1652-1670 (2017) POI
  8. Exploring Prestigious Citations Sourced from Top Universities across Disciplines. [ PDF@RG]
    Feiheng Luo*, Aixin Sun, Moijsola Erdt, Aravind Sesagiri Raamkumar, Yin-Leng Theng. ASIS&T. Oct 2017 Bib
  9. Searching for the internet of things: where it is and what it looks like [ PDF@RG]
    Ali Shemshadi, Quan Z. Sheng, Yongrui Qin, Aixin Sun, Wei Emma Zhang, Lina Yao. Personal and Ubiquitous Computing. 21(6): 1097 - 1112. 2017
  10. Mobile Phone Name Extraction from Internet Forums: A Semi-supervised Approach. [ PDF@RG ]
    Yangjie Yao, Aixin Sun. World Wide Web Journal. 19(5): 783-805. 2016 NER IR
  11. Annotating Point-of-Interests with Microblogs. [ PDF]
    Kaiqi Zhao, Gao Cong, and Aixin Sun. ACM CIKM. Oct. 2016 POI
  12. Effective Document Labeling with Very Few Seed Words: A Topic Model Approach. [ PDF]
    Chenliang Li, Jian Xing, Aixin Sun, and Zongyang Ma. ACM CIKM. Oct. 2016 TM
  13. Topic Modeling for Short Texts with Auxiliary Word Embeddings. [ PDF]
    Chenliang Li, Haoran Wang, Zhiqian Zhang, Aixin Sun, Zongyang Ma. ACM SIGIR. Aug 2016 TM
  14. Joint Recognition and Linking of Fine-Grained Locations from Tweets. [ PDF]
    Zongcheng Ji, Aixin Sun, Gao Cong and Jialong Han. WWW. Apr 2016. POI
  15. Effect of Spam on Hashtag Recommendation for Tweets. [ PDF]
    Surendra Sedhai and Aixin Sun. WWW Companion Volume. Apr 2016. Spam
  16. Discovering Neighborhood Pattern Queries by Sample Answers in Knowledge Base [ PDF]
    Jialong Han, Kai Zheng, Aixin Sun, Shuo Shang, and Ji-Rong Wen. IEEE ICDE. May 2016.

2014 and 2015

  1. Who, Where, When and What: a Non-parametric Bayesian Approach to Context-aware Recommendation and Search for Twitter Users. [ PDF]
    Quan Yuan, Gao Cong, Kaiqi Zhao, Zongyang Ma, Aixin Sun. ACM TOIS. 33(2): 2:1 - 2:33. 2015 TM 
  2. Tweet Segmentation and Its Application to Named Entity Recognition. [ PDF]
    Chenliang Li, Aixin Sun, Jianshu Weng, Qi He. IEEE TKDE. 27(2): 558-570. 2015 NER 
  3. Conformity-aware Influence Maximization in Online Social Networks.[ Springer Link]
    Hui Li, Sourav S Bhowmick, Aixin Sun , Jiangtao Cui. VLDB Journal. 24(1): 117-141. 2015
  4. "Did You Know?" A Rule-based Approach to Finding Similar Questions on Online Health Forums [ PDF]
    Jianglei Han, Naveen Nandan, Aixin Sun. IEEE ICHI. Oct 2015. Health IR
  5. HSpam14: A Collection of 14 Million Tweets for Hashtag-Oriented Spam Research. [ PDF]
    Surendra Sedhai, Aixin Sun. ACM SIGIR. Aug 2015. Spam
  6. A Boosting Algorithm for Item Recommendation with Implicit Feedback. [ PDF]
    Yong Liu, Peilin Zhao, Aixin Sun, Chunyan Miao. IJCAI. July 2015. RecSys
  7. A Tri-Role Topic Model for Domain-Specific Question Answering. [ PDF]
    Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong. AAAI. Jan 2015 TM
  8. Affinity-driven blog cascade analysis and prediction. [ Springer Link]
    Hui Li, Sourav S Bhowmick, Aixin Sun, Jiangtao Cui. DMKD. 28(2): 442-474. 2014
  9. Tagging Your Tweets: A Probabilistic Modeling of Hashtag Annotation in Twitter. [ PDF]
    Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong. ACM CIKM. Nov 2014 TM  
  10. Graph-based Point-of-interest Recommendation with Geographical and Temporal Influences. [ PDF]
    Quan Yuan, Gao Cong, Aixin Sun. ACM CIKM. Nov 2014 RecSys POI
  11. Exploiting Geographical Neighborhood Characteristics for Location Recommendation. [ PDF]
    Yong Liu, Wei Wei, Aixin Sun, Chunyan Miao. ACM CIKM. Nov 2014 RecSys POI
  12. Fine-Grained Location Extraction from Tweets with Temporal Awareness. [ PDF, PDF by ACM, Slides]
    Chenliang Li, Aixin Sun. ACM SIGIR. July 2014 NER 
  13. Your Neighbors Affect Your Ratings: On Geographical Neighborhood Influence to Rating Prediction.
    Longke Hu, Aixin Sun, Yong Liu. ACM SIGIR. July 2014 [PDF, PDF by ACM, Slides] RecSys POI
  14. PRISM: Concept-preserving Social Image Search Results Summarization. [ PDF, PDF by ACM, Slides]
    Boon-Siew Seah, Sourav S Bhowmick, Aixin Sun. ACM SIGIR. July 2014 IR
  15. Hashtag Recommendation for Hyperlinked Tweets. [ PDF, PDF by ACM, Poster]
    Surendra Sedhai, Aixin Sun. ACM SIGIR (Short paper). July 2014 RecSys
  16. Towards Context-Aware Search with Right Click. [ PDF, PDF by ACM, Poster]
    Aixin Sun, Chii-Hian Lou. ACM SIGIR (Short paper). July 2014 IR
  17. Product Name Recognition and Normalization in Internet Forums. [ PDF, Slides]
    Yangjie Yao, Aixin Sun. ACM SIGIR Symposium on IR in Practice. July 2014 NER
  18. Why Not, WINE? [ PDF, ACM Link]
    Sourav S Bhowmick, Aixin Sun, Ba Quan Truong. WWW Companion Volume. Apr 2014. [Demo video] IR
  19. Summarizing Social Image Search Results. [ PDF, ACM Link] IR
    Boon-Siew Seah, Sourav S Bhowmick, Aixin Sun. WWW Companion Volume. Apr 2014.