Hierarchical Text Classification and Evaluation. - Aixin Sun; Ee-Peng Lim (ICDM, 2001)

Personalized Classification for Keyword-Based Category Profiles. - Aixin Sun; Ee-Peng Lim; Wee Keong Ng (ECDL, 2002)

Web classification using support vector machine. - Aixin Sun; Ee-Peng Lim; Wee Keong Ng (WIDM, 2002)

Web unit mining: finding and classifying subgraphs of web pages. - Aixin Sun; Ee-Peng Lim (CIKM, 2003)

Using Support Vector Machines for Terrorism Information Extraction. - Aixin Sun; Myo-Myo Naing; Ee-Peng Lim; Wai Lam (ISI, 2003)

Performance measurement framework for hierarchical text classification. - Aixin Sun; Ee-Peng Lim; Wee Keong Ng (J. Assoc. Inf. Sci. Technol., 2003)

Supporting Field Study with Personalized Project Spaces in a Geographical Digital Library. - Ee-Peng Lim; Aixin Sun; Zehua Liu; John G. Hedberg; Chew-Hung Chang; Tiong-Sa Teh; Dion Hoe-Lian Goh; Yin Leng Theng (ICADL, 2004)

Blocking Reduction Strategies in Hierarchical Text Classification. - Aixin Sun; Ee-Peng Lim; Wee Keong Ng; Jaideep Srivastava (IEEE Trans. Knowl. Data Eng., 2004)

Ontology-based web classification - Aixin Sun (2004)

Spectral Kernels for Classification. - Wenyuan Li 005; Kok-Leong Ong; Wee Keong Ng; Aixin Sun (DaWaK, 2005)

Managing Geography Learning Objects Using Personalized Project Spaces in G-Portal. - Dion Hoe-Lian Goh; Aixin Sun; Wenbo Zong; Dan Wu; Ee-Peng Lim; Yin Leng Theng; John G. Hedberg; Chew-Hung Chang (ECDL, 2005)

On assigning place names to geography related web pages. - Wenbo Zong; Dan Wu; Aixin Sun; Ee-Peng Lim; Dion Hoe-Lian Goh (JCDL, 2005)

Personalized project space for managing metadata of geography learning objects. - Wenbo Zong; Dan Wu; Aixin Sun; Ee-Peng Lim; Dion Hoe-Lian Goh; Yin Leng Theng; John G. Hedberg; Chew-Hung Chang (JCDL, 2005)

Finding and classifying web units in websites. - Aixin Sun; Ee-Peng Lim (Int. J. Bus. Intell. Data Min., 2005)

Discovery of Concept Entities from Web Sites using Web Unit Mining. - Ming Yin; Dion Hoe-Lian Goh; Ee-Peng Lim; Aixin Sun (Int. J. Web Inf. Syst., 2005)

Web data extraction based on structural similarity. - Zhao Li; Wee Keong Ng; Aixin Sun (Knowl. Inf. Syst., 2005)

Integration of Wikipedia and a Geography Digital Library. - Ee-Peng Lim; Zhe Wang; D. Sadeli; Yuanyuan Li 001; Chew-Hung Chang; Kalyani Chatterjea; Dion Hoe-Lian Goh; Yin Leng Theng; Jun Zhang 005; Aixin Sun (ICADL, 2006)

Fast and Scalable Access to Advance Resource Reservation Data in Future Cellular Networks. - Aixin Sun; Mahbub Hassan; Mohammed Baseem Hassan; Peter Pham; Boualem Benatallah (ICC, 2006)

Querying E-Catalogs Using Content Summaries. - Aixin Sun; Boualem Benatallah; Mohand-Said Hacid; Mahbub Hassan (OTM Conferences (1), 2006)

FISA: Feature-Based Instance Selection for Imbalanced Text Classification. - Aixin Sun; Ee-Peng Lim; Boualem Benatallah; Mahbub Hassan (PAKDD, 2006)

iWed: An Integrated Multigraph Cut-Based Approach for Detecting Events from a Website. - Qiankun Zhao; Sourav S. Bhowmick; Aixin Sun (PAKDD, 2006)

Measuring Qualities of Articles Contributed by Online Communities. - Ee-Peng Lim; Ba-Quy Vuong; Hady Wirawan Lauw; Aixin Sun (Web Intelligence, 2006)

Web unit-based mining of homepage relationships. - Aixin Sun; Ee-Peng Lim (J. Assoc. Inf. Sci. Technol., 2006)

An Energy-Efficient and Access Latency Optimized Indexing Scheme for Wireless Data Broadcast. - Yuxia Yao; Xueyan Tang; Ee-Peng Lim; Aixin Sun (IEEE Trans. Knowl. Data Eng., 2006)

Measuring article quality in wikipedia: models and evaluation. - Meiqun Hu; Ee-Peng Lim; Aixin Sun; Hady Wirawan Lauw; Ba-Quy Vuong (CIKM, 2007)

Comments-oriented blog summarization by sentence extraction. - Meishan Hu; Aixin Sun; Ee-Peng Lim (CIKM, 2007)

SLOQUE: slot-based query expansion for complex questions. - Maggy Anastasia Suryanto; Ee-Peng Lim; Aixin Sun; Roger H. L. Chiang (CIMS, 2007)

Key Element-Context Model: An Approach to Efficient Web Metadata Maintenance. - Ba-Quy Vuong; Ee-Peng Lim; Aixin Sun; Chew-Hung Chang; Kalyani Chatterjea; Dion Hoe-Lian Goh; Yin Leng Theng; Jun Zhang 005 (ECDL, 2007)

Social Navigation in Digital Libraries by Bookmarking. - Fiftarina Puspitasari; Ee-Peng Lim; Dion Hoe-Lian Goh; Chew-Hung Chang; Jun Zhang 005; Aixin Sun; Yin Leng Theng; Kalyani Chatterjea; Yuanyuan Li 001 (ICADL, 2007)

Blog Classification Using Tags: An Empirical Study. - Aixin Sun; Maggy Anastasia Suryanto; Ying Liu 004 (ICADL, 2007)

Automatic Text Summarization in Engineering Information Management. - Jiaming Zhan; Han Tong Loh; Ying Liu 004; Aixin Sun (ICADL, 2007)

Social bookmarking in digital library systems: framework and case study. - Fiftarina Puspitasari; Ee-Peng Lim; Dion Hoe-Lian Goh; Chew-Hung Chang; Jun Zhang 005; Aixin Sun; Yin Leng Theng; Kalyani Chatterjea; Yuanyuan Li 001 (JCDL, 2007)

Mobile G-Portal supporting collaborative sharing and learning in geography fieldwork: an empirical study. - Yin Leng Theng; Kuah-Li Tan; Ee-Peng Lim; Jun Zhang 005; Dion Hoe-Lian Goh; Kalyani Chatterjea; Chew-Hung Chang; Aixin Sun; Han Yu 001; Nam Hai Dang; Yuanyuan Li 001; Minh Chanh Vo (JCDL, 2007)

Mobile digital libraries for geography education. - Minh Chanh Vo; Fiftarina Puspitasari; Ee-Peng Lim; Chew-Hung Chang; Yin Leng Theng; Dion Hoe-Lian Goh; Kalyani Chatterjea; Jun Zhang 005; Aixin Sun; Yuanyuan Li 001 (JCDL, 2007)

On improving wikipedia search using article quality. - Meiqun Hu; Ee-Peng Lim; Aixin Sun; Hady Wirawan Lauw; Ba-Quy Vuong (WIDM, 2007)

Online spam-blog detection through blog search. - Linhong Zhu; Aixin Sun; Byron Choi (CIKM, 2008)

Representative entry selection for profiling blogs. - Jinfeng Zhuang; Steven C. H. Hoi; Aixin Sun; Rong Jin 001 (CIKM, 2008)

TagNSearch: Searching and Navigating Geo-referenced Collections of Photographs. - Quang Minh Nguyen; Thi Nhu Quynh Kim; Dion Hoe-Lian Goh; Yin Leng Theng; Ee-Peng Lim; Aixin Sun; Chew-Hung Chang; Kalyani Chatterjea (ECDL, 2008)

MobiTOP: Accessing Hierarchically Organized Georeferenced Multimedia Annotations. - Thi Nhu Quynh Kim; Khasfariyati Razikin; Dion Hoe-Lian Goh; Quang Minh Nguyen; Yin Leng Theng; Ee-Peng Lim; Aixin Sun; Chew-Hung Chang; Kalyani Chatterjea (ICADL, 2008)

On Visualizing Heterogeneous Semantic Networks from Multiple Data Sources. - Maureen; Aixin Sun; Ee-Peng Lim; Anwitaman Datta; Kuiyu Chang (ICADL, 2008)

Predicting trusts among users of online communities: an epinions case study. - Haifeng Liu 007; Ee-Peng Lim; Hady Wirawan Lauw; Minh-Tam Le; Aixin Sun; Jaideep Srivastava; Young Ae Kim (EC, 2008)

Comments-oriented document summarization: understanding documents with readers' feedback. - Meishan Hu; Aixin Sun; Ee-Peng Lim (SIGIR, 2008)

Searching blogs and news: a study on popular queries. - Aixin Sun; Meishan Hu; Ee-Peng Lim (SIGIR, 2008)

On profiling blogs with representative entries. - Jinfeng Zhuang; Steven C. H. Hoi; Aixin Sun (AND, 2008)

Event detection with common user interests. - Meishan Hu; Aixin Sun; Ee-Peng Lim (WIDM, 2008)

On ranking controversies in wikipedia: models and evaluation. - Ba-Quy Vuong; Ee-Peng Lim; Aixin Sun; Minh-Tam Le; Hady Wirawan Lauw (WSDM, 2008)

SSnetViz: a visualization engine for heterogeneous semantic social networks. - Ee-Peng Lim; Maureen; Nelman Lubis Ibrahim; Aixin Sun; Anwitaman Datta; Kuiyu Chang (ICEC, 2009)

Sharing Mobile Multimedia Annotations to Support Inquiry-Based Learning Using MobiTOP. - Khasfariyati Razikin; Dion Hoe-Lian Goh; Yin Leng Theng; Quang Minh Nguyen; Thi Nhu Quynh Kim; Ee-Peng Lim; Chew-Hung Chang; Kalyani Chatterjea; Aixin Sun (AMT, 2009)

Blog cascade affinity: analysis and prediction. - Hui Li 005; Sourav S. Bhowmick; Aixin Sun (CIKM, 2009)

Trust relationship prediction using online product review data. - Nan Ma; Ee-Peng Lim; Viet-An Nguyen; Aixin Sun; Haifeng Liu 005 (CIKM-CNIKM, 2009)

What makes categories difficult to classify?: a study on predicting classification performance for categories. - Aixin Sun; Ee-Peng Lim; Ying Liu 004 (CIKM, 2009)

To Trust or Not to Trust? Predicting Online Trusts Using Trust Antecedent Framework. - Viet-An Nguyen; Ee-Peng Lim; Jing Jiang 001; Aixin Sun (ICDM, 2009)

Exploring Hierarchically Organized Georeferenced Multimedia Annotations in the MobiTOP System. - Thi Nhu Quynh Kim; Khasfariyati Razikin; Dion Hoe-Lian Goh; Yin Leng Theng; Quang Minh Nguyen; Ee-Peng Lim; Aixin Sun; Chew-Hung Chang; Kalyani Chatterjea (ITNG, 2009)

Sharing Hierarchical Mobile Multimedia Content Using the MobiTOP System. - Quang Minh Nguyen; Thi Nhu Quynh Kim; Dion Hoe-Lian Goh; Ee-Peng Lim; Yin Leng Theng; Kalyani Chatterjea; Chew-Hung Chang; Aixin Sun; Khasfariyati Razikin (Mobile Data Management, 2009)

Image tag clarity: in search of visual-representative tags for social images. - Aixin Sun; Sourav S. Bhowmick (WSM@MM, 2009)

On Stability, Clarity, and Co-occurrence of Self-Tagging. - Aixin Sun; Anwitaman Datta (WSDM (Late Breaking-Results), 2009)

Quality-aware collaborative question answering: methods and evaluation. - Maggy Anastasia Suryanto; Ee-Peng Lim; Aixin Sun; Roger H. L. Chiang (WSDM, 2009)

On strategies for imbalanced text classification using SVM: A comparative study. - Aixin Sun; Ee-Peng Lim; Ying Liu 004 (Decis. Support Syst., 2009)

Imbalanced text classification: A term weighting approach. - Ying Liu 004; Han Tong Loh; Aixin Sun (Expert Syst. Appl., 2009)

Information Integration for Graph Databases. - Ee-Peng Lim; Aixin Sun; Anwitaman Datta; Kuiyu Chang (Link Mining, 2010)

Investigating Perceptions of a Location-Based Annotation System. - Huynh Nhu Hop Quach; Khasfariyati Razikin; Dion Hoe-Lian Goh; Thi Nhu Quynh Kim; Tan Phat Pham; Yin Leng Theng; Ee-Peng Lim; Chew-Hung Chang; Kalyani Chatterjea; Aixin Sun (AMT, 2010)

Affinity-driven prediction and ranking of products in online product review sites. - Hui Li 005; Sourav S. Bhowmick; Aixin Sun (CIKM, 2010)

Visualizing and Exploring Evolving Information Networks in Wikipedia. - Ee-Peng Lim; Agus Trisnajaya Kwee; Nelman Lubis Ibrahim; Aixin Sun; Anwitaman Datta; Kuiyu Chang; Maureen (ICADL, 2010)

Enhancing search in a geospatial multimedia annotation system. - Huynh Nhu Hop Quach; Dion Hoe-Lian Goh; Khasfariyati Razikin; Tan Phat Pham; Thi Nhu Quynh Kim; Yin Leng Theng; Ee-Peng Lim; Chew-Hung Chang; Kalyani Chatterjea; Aixin Sun (iiWAS, 2010)

Managing Media Rich Geo-spatial Annotations for a Map-Based Mobile Application Using Clustering. - Khasfariyati Razikin; Dion Hoe-Lian Goh; Ee-Peng Lim; Aixin Sun; Yin Leng Theng; Thi Nhu Quynh Kim; Kalyani Chatterjea; Chew-Hung Chang (ITNG, 2010)

Do Wikipedians follow domain experts?: a domain-specific study on Wikipedia knowledge building. - Yi Zhang; Aixin Sun; Anwitaman Datta; Kuiyu Chang; Ee-Peng Lim (JCDL, 2010)

Quantifying tag representativeness of visual content of social images. - Aixin Sun; Sourav S. Bhowmick (ACM Multimedia, 2010)

Do You Trust to Get Trust? A Study of Trust Reciprocity Behaviors and Reciprocal Trust Prediction. - Viet-An Nguyen; Ee-Peng Lim; Hwee-Hoon Tan; Jing Jiang 001; Aixin Sun (SDM, 2010)

iAVATAR: An Interactive Tool for Finding and Visualizing Visual-Representative Tags in Image Search. - Aixin Sun; Sourav S. Bhowmick; Yao Liu (Proc. VLDB Endow., 2010)

Quantifying Visual-Representativeness of Social Image Tags Using Image Tag Clarity. - Aixin Sun; Sourav S. Bhowmick (Social Media Modeling and Computing, 2011)

CASINO: towards conformity-aware social influence analysis in online social networks. - Hui Li 005; Sourav S. Bhowmick; Aixin Sun (CIKM, 2011)

Managing Social Image Tags: Methods and Applications. - Aixin Sun; Sourav S. Bhowmick (DASFAA (2), 2011)

A Generalized Method for Word Sense Disambiguation Based on Wikipedia. - Chenliang Li; Aixin Sun; Anwitaman Datta (ECIR, 2011)

Social image tag recommendation by concept matching. - Aixin Sun; Sourav S. Bhowmick; Jun-An Chong (ACM Multimedia, 2011)

Semantic tag recommendation using concept model. - Chenliang Li; Anwitaman Datta; Aixin Sun (SIGIR, 2011)

Visualizing and querying semantic social networks. - Aixin Sun; Anwitaman Datta; Ee-Peng Lim; Kuiyu Chang (SIGIR, 2011)

Web classification of conceptual entities using co-training. - Aixin Sun; Ying Liu 004; Ee-Peng Lim (Expert Syst. Appl., 2011)

Detecting spam blogs from blog search results. - Linhong Zhu; Aixin Sun; Byron Choi (Inf. Process. Manag., 2011)

AffRank: Affinity-driven ranking of products in online social rating networks. - Hui Li 005; Sourav S. Bhowmick; Aixin Sun (J. Assoc. Inf. Sci. Technol., 2011)

Tag-based social image retrieval: An empirical evaluation. - Aixin Sun; Sourav S. Bhowmick; Khanh Tran Nam Nguyen; Ge Bai (J. Assoc. Inf. Sci. Technol., 2011)

Query-Guided Event Detection From News and Blog Streams. - Aixin Sun; Meishan Hu (IEEE Trans. Syst. Man Cybern. Part A, 2011)

Twevent: segment-based event detection from tweets. - Chenliang Li; Aixin Sun; Anwitaman Datta (CIKM, 2012)

Topic-driven reader comments summarization. - Zongyang Ma; Aixin Sun; Quan Yuan 001; Gao Cong (CIKM, 2012)

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 (ICMR, 2012)

TwiNER: named entity recognition in targeted twitter stream. - Chenliang Li; Jianshu Weng; Qi He 002; Yuxia Yao; Anwitaman Datta; Aixin Sun; Bu-Sung Lee (SIGIR, 2012)

Will this #hashtag be popular tomorrow? - Zongyang Ma; Aixin Sun; Gao Cong (SIGIR, 2012)

Short text classification using very few words. - Aixin Sun (SIGIR, 2012)

Category hierarchy maintenance: a data-driven approach. - Quan Yuan 001; Gao Cong; Aixin Sun; Chin-Yew Lin; Nadia Magnenat-Thalmann (SIGIR, 2012)

CASIS: a system for concept-aware social image search. - Ba Quan Truong; Aixin Sun; Sourav S. Bhowmick (WWW (Companion Volume), 2012)

An evaluation of classification models for question topic categorization. - Bo Qu; Gao Cong; Cuiping Li 001; Aixin Sun; Hong Chen 001 (J. Assoc. Inf. Sci. Technol., 2012)

Mining latent relations in peer-production environments: a case study with Wikipedia article similarity and controversy. - Chenliang Li; Anwitaman Datta; Aixin Sun (Soc. Netw. Anal. Min., 2012)

Are Most-Viewed News Articles Most-Shared? - Yangjie Yao; Aixin Sun (AIRS, 2013)

Predicting event-relatedness of popular queries. - Seyyedeh Newsha Ghoreishi; Aixin Sun (CIKM, 2013)

CINEMA: conformity-aware greedy algorithm for influence maximization in online social networks. - Hui Li 005; Sourav S. Bhowmick; Aixin Sun (EDBT, 2013)

Who, where, when and what: discover spatio-temporal topics for twitter users. - Quan Yuan 001; Gao Cong; Zongyang Ma; Aixin Sun; Nadia Magnenat-Thalmann (KDD, 2013)

Why not, WINE?: towards answering why-not questions in social image search. - Sourav S. Bhowmick; Aixin Sun; Ba Quan Truong (ACM Multimedia, 2013)

Crest: Cluster-based Representation Enrichment for Short Text Classification. - Zichao Dai; Aixin Sun; Xu-Ying Liu (PAKDD (2), 2013)

Exploiting hybrid contexts for Tweet segmentation. - Chenliang Li; Aixin Sun; Jianshu Weng; Qi He 002 (SIGIR, 2013)

Time-aware point-of-interest recommendation. - Quan Yuan 001; Gao Cong; Zongyang Ma; Aixin Sun; Nadia Magnenat-Thalmann (SIGIR, 2013)

MESSIAH: missing element-conscious SLCA nodes search in XML data. - Ba Quan Truong; Sourav S. Bhowmick; Curtis E. Dyreson; Aixin Sun (SIGMOD Conference, 2013)

TSDW: Two-stage word sense disambiguation using Wikipedia. - Chenliang Li; Aixin Sun; Anwitaman Datta (J. Assoc. Inf. Sci. Technol., 2013)

On predicting the popularity of newly emerging hashtags in Twitter. - Zongyang Ma; Aixin Sun; Gao Cong (J. Assoc. Inf. Sci. Technol., 2013)

Exploiting Geographical Neighborhood Characteristics for Location Recommendation. - Yong Liu 020; Wei Wei 002; Aixin Sun; Chunyan Miao (CIKM, 2014)

Tagging Your Tweets: A Probabilistic Modeling of Hashtag Annotation in Twitter. - Zongyang Ma; Aixin Sun; Quan Yuan 001; Gao Cong (CIKM, 2014)

Graph-based Point-of-interest Recommendation with Geographical and Temporal Influences. - Quan Yuan 001; Gao Cong; Aixin Sun (CIKM, 2014)

Your neighbors affect your ratings: on geographical neighborhood influence to rating prediction. - Longke Hu; Aixin Sun; Yong Liu 020 (SIGIR, 2014)

Fine-grained location extraction from tweets with temporal awareness. - Chenliang Li; Aixin Sun (SIGIR, 2014)

PRISM: concept-preserving social image search results summarization. - Boon-Siew Seah; Sourav S. Bhowmick; Aixin Sun (SIGIR, 2014)

Hashtag recommendation for hyperlinked tweets. - Surendra Sedhai; Aixin Sun (SIGIR, 2014)

Towards context-aware search with right click. - Aixin Sun; Chii-Hian Lou (SIGIR, 2014)

Why not, WINE? - Sourav S. Bhowmick; Aixin Sun; Ba Quan Truong (WWW (Companion Volume), 2014)

Summarizing social image search results. - Boon-Siew Seah; Sourav S. Bhowmick; Aixin Sun (WWW (Companion Volume), 2014)

Affinity-driven blog cascade analysis and prediction. - Hui Li 005; Sourav S. Bhowmick; Aixin Sun; Jiangtao Cui (Data Min. Knowl. Discov., 2014)

A Tri-Role Topic Model for Domain-Specific Question Answering. - Zongyang Ma; Aixin Sun; Quan Yuan 001; Gao Cong (AAAI, 2015)

A Study of Visual and Semantic Similarity for Social Image Search Recommendation. - Yangjie Yao; Aixin Sun (AIRS, 2015)

Did You Know? A Rule-Based Approach to Finding Similar Questions on Online Health Forums. - Jianglei Han; Naveen Nandan; Aixin Sun (ICHI, 2015)

A Boosting Algorithm for Item Recommendation with Implicit Feedback. - Yong Liu 020; Peilin Zhao; Aixin Sun; Chunyan Miao (IJCAI, 2015)

HSpam14: A Collection of 14 Million Tweets for Hashtag-Oriented Spam Research. - Surendra Sedhai; Aixin Sun (SIGIR, 2015)

PRISM: Concept-preserving Summarization of Top-K Social Image Search Results. - Boon-Siew Seah; Sourav S. Bhowmick; Aixin Sun (Proc. VLDB Endow., 2015)

Tweet Segmentation and Its Application to Named Entity Recognition. - Chenliang Li; Aixin Sun; Jianshu Weng; Qi He 002 (IEEE Trans. Knowl. Data Eng., 2015)

Who, Where, When, and What: A Nonparametric Bayesian Approach to Context-aware Recommendation and Search for Twitter Users. - Quan Yuan 001; Gao Cong; Kaiqi Zhao 001; Zongyang Ma; Aixin Sun (ACM Trans. Inf. Syst., 2015)

Conformity-aware influence maximization in online social networks. - Hui Li 005; Sourav S. Bhowmick; Aixin Sun; Jiangtao Cui (VLDB J., 2015)

When MetaMap Meets Social Media in Healthcare: Are the Word Labels Correct? - Hongkui Tu; Zongyang Ma; Aixin Sun; Xiaodong Wang 002 (AIRS, 2016)

Effective Document Labeling with Very Few Seed Words: A Topic Model Approach. - Chenliang Li; Jian Xing; Aixin Sun; Zongyang Ma (CIKM, 2016)

Annotating Points of Interest with Geo-tagged Tweets. - Kaiqi Zhao 001; Gao Cong; Aixin Sun (CIKM, 2016)

Discovering Neighborhood Pattern Queries by sample answers in knowledge base. - Jialong Han; Kai Zheng 001; Aixin Sun; Shuo Shang; Ji-Rong Wen (ICDE, 2016)

Topic Modeling for Short Texts with Auxiliary Word Embeddings. - Chenliang Li; Haoran Wang; Zhiqian Zhang; Aixin Sun; Zongyang Ma (SIGIR, 2016)

Joint Recognition and Linking of Fine-Grained Locations from Tweets. - Zongcheng Ji; Aixin Sun; Gao Cong; Jialong Han (WWW, 2016)

Effect of Spam on Hashtag Recommendation for Tweets. - Surendra Sedhai; Aixin Sun (WWW (Companion Volume), 2016)

Searching for the Internet of Things on the Web: Where It Is and What It Looks Like. - Ali Shemshadi; Quan Z. Sheng; Wei Emma Zhang; Aixin Sun; Yongrui Qin; Lina Yao 001 (CoRR, 2016)

Mobile phone name extraction from internet forums: a semi-supervised approach. - Yangjie Yao; Aixin Sun (World Wide Web, 2016)

Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules. - Xiaoshi Zhong; Aixin Sun; Erik Cambria (ACL (1), 2017)

Entity Recognition by Distant Supervision with Soft List Constraint. - Hongkui Tu; Zongyang Ma; Aixin Sun; Zhiqiang Xu; Xiaodong Wang 002 (ADMA, 2017)

Exploring prestigious citations sourced from top universities across disciplines. - Feiheng Luo; Aixin Sun; Mojisola Erdt; Aravind Sesagiri Raamkumar; Yin-Leng Theng (ASIST, 2017)

NeuPL: Attention-based Semantic Matching and Pair-Linking for Entity Disambiguation. - Minh C. Phan; Aixin Sun; Yi Tay; Jialong Han; Chenliang Li (CIKM, 2017)

Semi-Supervised Event-related Tweet Identification with Dynamic Keyword Generation. - Xin Zheng 002; Aixin Sun; Sibo Wang 001; Jialong Han (CIKM, 2017)

Mean Average Distance to Resolver: An Evaluation Metric for Ticket Routing in Expert Network. - Jianglei Han; Aixin Sun (ICSME, 2017)

Cross-Device User Linking: URL, Session, Visiting Time, and Device-log Embedding. - Minh C. Phan; Aixin Sun; Yi Tay (SIGIR, 2017)

Deep Learning based Recommender System: A Survey and New Perspectives. - Shuai Zhang 007; Lina Yao 001; Aixin Sun (CoRR, 2017)

Extracting fine-grained location with temporal awareness in tweets: A two-stage approach. - Chenliang Li; Aixin Sun (J. Assoc. Inf. Sci. Technol., 2017)

An analysis of 14 Million tweets on hashtag-oriented spamming. - Surendra Sedhai; Aixin Sun (J. Assoc. Inf. Sci. Technol., 2017)

Searching for the internet of things: where it is and what it looks like. - Ali Shemshadi; Quan Z. Sheng; Yongrui Qin; Aixin Sun; Wei Emma Zhang; Lina Yao 001 (Pers. Ubiquitous Comput., 2017)

Enhancing Topic Modeling for Short Texts with Auxiliary Word Embeddings. - Chenliang Li; Yu Duan; Haoran Wang; Zhiqian Zhang; Aixin Sun; Zongyang Ma (ACM Trans. Inf. Syst., 2017)

Towards Effective Extraction and Linking of Software Mentions from User-Generated Support Tickets. - Jianglei Han; Ka Hian Goh; Aixin Sun; Mohammad Akbari 001 (CIKM, 2018)

Linking Fine-Grained Locations in User Comments (Extended Abstract). - Jialong Han; Aixin Sun; Gao Cong; Wayne Xin Zhao; Zongcheng Ji; Minh C. Phan (ICDE, 2018)

SegBot: A Generic Neural Text Segmentation Model with Pointer Network. - Jing Li 034; Aixin Sun; Shafiq R. Joty (IJCAI, 2018)

NeuRec: On Nonlinear Transformation for Personalized Ranking. - Shuai Zhang 007; Lina Yao 001; Aixin Sun; Sen Wang 001; Guodong Long; Manqing Dong (IJCAI, 2018)

Seed-driven Document Ranking for Systematic Reviews in Evidence-Based Medicine. - Grace E. Lee; Aixin Sun (SIGIR, 2018)

API Caveat Explorer - Surfacing Negative Usages from Practice: An API-oriented Interactive Exploratory Search System for Programmers. - Jing Li 034; Aixin Sun; Zhenchang Xing; Lei Han 003 (SIGIR, 2018)

CoNEREL: Collective Information Extraction in News Articles. - Minh C. Phan; Aixin Sun (SIGIR, 2018)

Killing Two Birds With One Stone: Concurrent Ranking of Tags and Comments of Social Images. - Boon-Siew Seah; Aixin Sun; Sourav S. Bhowmick (SIGIR, 2018)

Sentiment Analysis by Capsules. - Yequan Wang; Aixin Sun; Jialong Han; Ying Liu 004; Xiaoyan Zhu 001 (WWW, 2018)

Joint Implicit and Explicit Neural Networks for Question Recommendation in CQA Services. - Hongkui Tu; Jiahui Wen; Aixin Sun; Xiaodong Wang 002 (IEEE Access, 2018)

Next Item Recommendation with Self-Attention. - Shuai Zhang 007; Yi Tay; Lina Yao 001; Aixin Sun (CoRR, 2018)

Learning to answer programming questions with software documentation through social context embedding. - Jing Li 034; Aixin Sun; Zhenchang Xing (Inf. Sci., 2018)

To Do or Not To Do: Distill crowdsourced negative caveats to augment api documentation. - Jing Li 034; Aixin Sun; Zhenchang Xing (J. Assoc. Inf. Sci. Technol., 2018)

A time-aware trajectory embedding model for next-location recommendation. - Wayne Xin Zhao; Ningnan Zhou; Aixin Sun; Ji-Rong Wen; Jialong Han; Edward Y. Chang (Knowl. Inf. Syst., 2018)

Efficient Algorithms for Adaptive Influence Maximization. - Kai Han 003; Keke Huang; Xiaokui Xiao; Jing Tang 004; Aixin Sun; Xueyan Tang (Proc. VLDB Endow., 2018)

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, 2018)

Semi-Supervised Spam Detection in Twitter Stream. - Surendra Sedhai; Aixin Sun (IEEE Trans. Comput. Soc. Syst., 2018)

Linking Fine-Grained Locations in User Comments. - Jialong Han; Aixin Sun; Gao Cong; Wayne Xin Zhao; Zongcheng Ji; Minh C. Phan (IEEE Trans. Knowl. Data Eng., 2018)

A Survey of Location Prediction on Twitter. - Xin Zheng 002; Jialong Han; Aixin Sun (IEEE Trans. Knowl. Data Eng., 2018)

Correction to A Survey of Location Prediction on Twitter. - Xin Zheng 002; Jialong Han; Aixin Sun (IEEE Trans. Knowl. Data Eng., 2018)

Robust Representation Learning of Biomedical Names. - Minh C. Phan; Aixin Sun; Yi Tay (ACL (1), 2019)

ChID: A Large-scale Chinese IDiom Dataset for Cloze Test. - Chujie Zheng; Minlie Huang; Aixin Sun (ACL (1), 2019)

Subtopic-driven Multi-Document Summarization. - Xin Zheng 002; Aixin Sun; Jing Li 034; Karthik Muthuswamy (EMNLP/IJCNLP (1), 2019)

AUC-MF: Point of Interest Recommendation with AUC Maximization. - Peng Han 005; Shuo Shang; Aixin Sun; Peilin Zhao; Kai Zheng 001; Panos Kalnis (ICDE, 2019)

DeepRec: An Open-source Toolkit for Deep Learning based Recommendation. - Shuai Zhang 007; Yi Tay; Lina Yao 001; Bin Wu 019; Aixin Sun (IJCAI, 2019)

Community Detection on Large Complex Attribute Network. - Zhe Chen 023; Aixin Sun; Xiaokui Xiao (KDD, 2019)

A Study on Agreement in PICO Span Annotations. - Grace E. Lee; Aixin Sun (SIGIR, 2019)

Efficient Approximation Algorithms for Adaptive Seed Minimization. - Jing Tang 004; Keke Huang; Xiaokui Xiao; Laks V. S. Lakshmanan; Xueyan Tang; Aixin Sun; Andrew Lim 001 (SIGMOD Conference, 2019)

Learning Travel Time Distributions with Deep Generative Model. - Xiucheng Li; Gao Cong; Aixin Sun; Yun Cheng (WWW, 2019)

Aspect-level Sentiment Analysis using AS-Capsules. - Yequan Wang; Aixin Sun; Minlie Huang; Xiaoyan Zhu 001 (WWW, 2019)

Understanding Stability of Medical Concept Embeddings: Analysis and Prediction. - Grace E. Lee; Aixin Sun (CoRR, 2019)

Targeted Sentiment Analysis: A Data-Driven Categorization. - Jiaxin Pei; Aixin Sun; Chenliang Li (CoRR, 2019)

Deep Learning Based Recommender System: A Survey and New Perspectives. - Shuai Zhang 007; Lina Yao 001; Aixin Sun; Yi Tay (ACM Comput. Surv., 2019)

Collecting event-related tweets from twitter stream. - Xin Zheng 002; Aixin Sun (J. Assoc. Inf. Sci. Technol., 2019)

Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All. - Minh C. Phan; Aixin Sun; Yi Tay; Jialong Han; Chenliang Li (IEEE Trans. Knowl. Data Eng., 2019)

Learning-Based Outdoor Localization Exploiting Crowd-Labeled WiFi Hotspots. - Jin Wang 018; Jun Luo 001; Sinno Jialin Pan; Aixin Sun (IEEE Trans. Mob. Comput., 2019)

Seed-Guided Topic Model for Document Filtering and Classification. - Chenliang Li; Shiqian Chen; Jian Xing; Aixin Sun; Zongyang Ma (ACM Trans. Inf. Syst., 2019)

LinkLive: discovering Web learning resources for developers from Q&A discussions. - Jing Li 034; Zhenchang Xing; Aixin Sun (World Wide Web, 2019)

DeepRouting: A Deep Neural Network Approach for Ticket Routing in Expert Network. - Jianglei Han; Aixin Sun (SCC, 2020)

CASE: Context-Aware Semantic Expansion. - Jialong Han; Aixin Sun; Haisong Zhang; Chenliang Li; Shuming Shi 001 (AAAI, 2020)

Span-based Localizing Network for Natural Language Video Localization. - Hao Zhang 048; Aixin Sun; Wei Jing; Joey Tianyi Zhou (ACL, 2020)

Efficient Approximation Algorithms for Adaptive Target Profit Maximization. - Keke Huang; Jing Tang 004; Xiaokui Xiao; Aixin Sun; Andrew Lim 001 (ICDE, 2020)

Anomaly Detection on Dynamic Bipartite Graph with Burstiness. - Zhe Chen 023; Aixin Sun (ICDM, 2020)

Sentiment Prediction using Attention on User-Specific Rating Distribution. - Ting Lin; Aixin Sun (ICTIR, 2020)

A Re-visit of the Popularity Baseline in Recommender Systems. - Yitong Ji; Aixin Sun; Jie Zhang 002; Chenliang Li (SIGIR, 2020)

CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network. - Cheng Zhao; Chenliang Li; Rong Xiao 005; Hongbo Deng; Aixin Sun (SIGIR, 2020)

UFTR: A Unified Framework for Ticket Routing. - Jianglei Han; Jing Li 034; Aixin Sun (CoRR, 2020)

On Offline Evaluation of Recommender Systems. - Yitong Ji; Aixin Sun; Jie Zhang 002; Chenliang Li (CoRR, 2020)

An Embarrassingly Simple Model for Dialogue Relation Extraction. - Fuzhao Xue; Aixin Sun; Hao Zhang 048; Eng Siong Chng (CoRR, 2020)

NEXT: a neural network framework for next POI recommendation. - Zhiqian Zhang; Chenliang Li; Zhiyong Wu 003; Aixin Sun; Dengpan Ye; Xiangyang Luo (Frontiers Comput. Sci., 2020)

Collective Named Entity Recognition in User Comments via Parameterized Label Propagation. - Minh C. Phan; Aixin Sun (J. Assoc. Inf. Sci. Technol., 2020)

Efficient approximation algorithms for adaptive influence maximization. - Keke Huang; Jing Tang 004; Kai Han 003; Xiaokui Xiao; Wei Chen 013; Aixin Sun; Xueyan Tang; Andrew Lim 001 (VLDB J., 2020)

GDPNet: Refining Latent Multi-View Graph for Relation Extraction. - Fuzhao Xue; Aixin Sun; Hao Zhang 048; Eng Siong Chng (AAAI, 2021)

DocOIE: A Document-level Context-Aware Dataset for OpenIE. - Kuicai Dong; Yilin Zhao; Aixin Sun; Jung-Jae Kim 001; Xiaoli Li 001 (ACL/IJCNLP (Findings), 2021)

Parallel Attention Network with Sequence Matching for Video Grounding. - Hao Zhang 048; Aixin Sun; Wei Jing; Liangli Zhen; Joey Tianyi Zhou; Rick Siow Mong Goh (ACL/IJCNLP (Findings), 2021)

Generative Inverse Deep Reinforcement Learning for Online Recommendation. - Xiaocong Chen; Lina Yao 001; Aixin Sun; Xianzhi Wang 001; Xiwei Xu 001; Liming Zhu 001 (CIKM, 2021)

Pre-training Graph Transformer with Multimodal Side Information for Recommendation. - Yong Liu 020; Susen Yang; Chenyi Lei; Guoxin Wang 002; Haihong Tang; Juyong Zhang; Aixin Sun; Chunyan Miao (ACM Multimedia, 2021)

Video Corpus Moment Retrieval with Contrastive Learning. - Hao Zhang 048; Aixin Sun; Wei Jing; Guoshun Nan; Liangli Zhen; Joey Tianyi Zhou; Rick Siow Mong Goh (SIGIR, 2021)

Tweet-aware News Summarization with Dual-Attention Mechanism. - Xin Zheng 002; Aixin Sun; Karthik Muthuswamy (WWW (Companion Volume), 2021)

Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference. - Xiaocong Chen; Lina Yao 001; Xianzhi Wang 001; Aixin Sun; Wenjie Zhang 001; Quan Z. Sheng (CoRR, 2021)

A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict. - Yiyi Liu; Yequan Wang; Aixin Sun; Zheng Zhang 006; Jiafeng Guo; Xuying Meng (CoRR, 2021)

Towards Debiasing Temporal Sentence Grounding in Video. - Hao Zhang 048; Aixin Sun; Wei Jing; Joey Tianyi Zhou (CoRR, 2021)

DP-GCN: Node Classification Based on Both Connectivity and Topology Structure Convolutions for Risky Seller Detection. - Zhe Chen 023; Aixin Sun (CoRR, 2021)

Mirror Matching: Document Matching Approach in Seed-driven Document Ranking for Medical Systematic Reviews. - Grace E. Lee; Aixin Sun (CoRR, 2021)

Understanding the stability of medical concept embeddings. - Grace E. Lee; Aixin Sun (J. Assoc. Inf. Sci. Technol., 2021)

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; Yin-Leng Theng (IEEE Trans. Emerg. Top. Comput., 2021)

Incremental Community Detection on Large Complex Attributed Network. - Zhe Chen 023; Aixin Sun; Xiaokui Xiao (ACM Trans. Knowl. Discov. Data, 2021)

Neural Named Entity Boundary Detection. - Jing Li 034; Aixin Sun; Yukun Ma (IEEE Trans. Knowl. Data Eng., 2021)

MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities. - Yubo Ma; Zehao Wang; Mukai Li; Yixin Cao 002; Meiqi Chen 001; Xinze Li; Wenqi Sun; Kunquan Deng; Kun Wang; Aixin Sun; Jing Shao (ACL (demo), 2022)

CofeNet: Context and Former-Label Enhanced Net for Complicated Quotation Extraction. - Yequan Wang; Xiang Li 001; Aixin Sun; Xuying Meng; Huaming Liao; Jiafeng Guo (COLING, 2022)

Syntactic Multi-view Learning for Open Information Extraction. - Kuicai Dong; Aixin Sun; Jung-Jae Kim 001; Xiaoli Li 001 (EMNLP, 2022)

CORT: A New Baseline for Comparative Opinion Classification by Dual Prompts. - Yequan Wang; Hengran Zhang; Aixin Sun; Xuying Meng (EMNLP (Findings), 2022)

An Embarrassingly Simple Model for Dialogue Relation Extraction. - Fuzhao Xue; Aixin Sun; Hao Zhang 048; Jinjie Ni; Eng Siong Chng (ICASSP, 2022)

Do Loyal Users Enjoy Better Recommendations?: Understanding Recommender Accuracy from a Time Perspective. - Yitong Ji; Aixin Sun; Jie Zhang 002; Chenliang Li (ICTIR, 2022)

A Survey on Neural Open Information Extraction: Current Status and Future Directions. - Shaowen Zhou; Bowen Yu 002; Aixin Sun; Cheng Long 001; Jingyang Li; Jian Sun 021 (IJCAI, 2022)

A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict. - Yiyi Liu; Yequan Wang; Aixin Sun; Xuying Meng; Jing Li 034; Jiafeng Guo (NAACL-HLT (Findings), 2022)

Aspect-Based Sentiment Analysis Through EDU-Level Attentions. - Ting Lin; Aixin Sun; Yequan Wang (PAKDD (1), 2022)

An Attribute-Driven Mirror Graph Network for Session-based Recommendation. - Siqi Lai; Erli Meng; Fan Zhang 053; Chenliang Li; Bin Wang 004; Aixin Sun (SIGIR, 2022)

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, 2022)

Improving Conversational Recommender Systems via Transformer-based Sequential Modelling. - Jie Zou; Evangelos Kanoulas; Pengjie Ren; Zhaochun Ren; Aixin Sun; Cheng Long 001 (SIGIR, 2022)

Towards Reducing Manual Workload in Technology-Assisted Reviews: Estimating Ranking Performance. - Grace E. Lee; Aixin Sun (CoRR, 2022)

The Elements of Temporal Sentence Grounding in Videos: A Survey and Future Directions. - Hao Zhang 048; Aixin Sun; Wei Jing; Joey Tianyi Zhou (CoRR, 2022)

Chat-Capsule: A Hierarchical Capsule for Dialog-level Emotion Analysis. - Yequan Wang; Xuying Meng; Yiyi Liu; Aixin Sun; Yao Wang; Yinhe Zheng; Minlie Huang (CoRR, 2022)

Recommender May Not Favor Loyal Users. - Yitong Ji; Aixin Sun; Jie Zhang 002; Chenliang Li (CoRR, 2022)

Deeper vs Wider: A Revisit of Transformer Configuration. - Fuzhao Xue; Jianghai Chen; Aixin Sun; Xiaozhe Ren; Zangwei Zheng; Xiaoxin He; Xin Jiang 002; Yang You 001 (CoRR, 2022)

From Counter-intuitive Observations to a Fresh Look at Recommender System. - Aixin Sun (CoRR, 2022)

Perplexity from PLM Is Unreliable for Evaluating Text Quality. - Yequan Wang; Jiawen Deng; Aixin Sun; Xuying Meng (CoRR, 2022)

Dataset vs Reality: Understanding Model Performance from the Perspective of Information Need. - Mengying Yu; Aixin Sun (CoRR, 2022)

Real-time dynamic network learning for location inference modelling and computing. - Jianxin Li 001; Aixin Sun; Ziyu Guan; Muhammad Aamir Cheema; Geyong Min (Neurocomputing, 2022)

Natural Language Video Localization: A Revisit in Span-Based Question Answering Framework. - Hao Zhang 048; Aixin Sun; Wei Jing; Liangli Zhen; Joey Tianyi Zhou; Rick Siow Mong Goh (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Point-of-Interest Recommendation With Global and Local Context. - Peng Han 005; Shuo Shang; Aixin Sun; Peilin Zhao; Kai Zheng 001; Xiangliang Zhang 001 (IEEE Trans. Knowl. Data Eng., 2022)

A Survey on Deep Learning for Named Entity Recognition. - Jing Li 034; Aixin Sun; Jianglei Han; Chenliang Li (IEEE Trans. Knowl. Data Eng., 2022)

Deep Learning for Recommender Systems. - Shuai Zhang 007; Yi Tay; Lina Yao 001; Aixin Sun; Ce Zhang 001 (Recommender Systems Handbook, 2022)

A Synthetic Data Generation Framework for Grounded Dialogues. - Jianzhu Bao; Rui Wang 092; Yasheng Wang; Aixin Sun; Yitong Li; Fei Mi; Ruifeng Xu 001 (ACL (1), 2023)

Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting. - Chen Chen 115; Yufei Wang 003; Aixin Sun; Bing Li; Kwok-Yan Lam (ACL (Findings), 2023)

MS-DETR: Natural Language Video Localization with Sampling Moment-Moment Interaction. - Jing Wang 060; Aixin Sun; Hao Zhang 048; Xiaoli Li 001 (ACL (1), 2023)

Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation. - Xinze Li; Yixin Cao 002; Muhao Chen 001; Aixin Sun (ACL (Findings), 2023)

Few-shot Event Detection: An Empirical Study and a Unified View. - Yubo Ma; Zehao Wang; Yixin Cao 002; Aixin Sun (ACL (1), 2023)

Negation Scope Refinement via Boundary Shift Loss. - Yin Wu; Aixin Sun (ACL (Findings), 2023)

The 1st Workshop on Recommendation with Generative Models. - Wenjie Wang 007; Yong Liu 020; Yang Zhang 072; Weiwen Liu; Fuli Feng; Xiangnan He 001; Aixin Sun (CIKM, 2023)

Open Information Extraction via Chunks. - Kuicai Dong; Aixin Sun; Jung-Jae Kim 001; Xiaoli Li 001 (EMNLP, 2023)

From Speculation Detection to Trustworthy Relational Tuples in Information Extraction. - Kuicai Dong; Aixin Sun; Jung-Jae Kim 001; Xiaoli Li 001 (EMNLP (Findings), 2023)

Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! - Yubo Ma; Yixin Cao 002; Yong Hong; Aixin Sun (EMNLP (Findings), 2023)

A Survey on Deep Learning for Named Entity Recognition : Extended Abstract. - Jing Li 034; Aixin Sun; Jianglei Han; Chenliang Li (ICDE, 2023)

A Study on Transformer Configuration and Training Objective. - Fuzhao Xue; Jianghai Chen; Aixin Sun; Xiaozhe Ren; Zangwei Zheng; Xiaoxin He; Yongming Chen; Xin Jiang 002; Yang You 001 (ICML, 2023)

On Challenges of Evaluating Recommender Systems in an Offline Setting. - Aixin Sun (RecSys, 2023)

Take a Fresh Look at Recommender Systems from an Evaluation Standpoint. - Aixin Sun (SIGIR, 2023)

A Preference Learning Decoupling Framework for User Cold-Start Recommendation. - Chunyang Wang 001; Yanmin Zhu 006; Aixin Sun; Zhaobo Wang; Ke Wang 038 (SIGIR, 2023)

DOCoR: Document-level OpenIE with Coreference Resolution. - Shan Jie Yong; Kuicai Dong; Aixin Sun (WSDM, 2023)

Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! - Yubo Ma; Yixin Cao 002; YongChing Hong; Aixin Sun (CoRR, 2023)

GCRE-GPT: A Generative Model for Comparative Relation Extraction. - Yequan Wang; Hengran Zhang; Aixin Sun; Xuying Meng (CoRR, 2023)

FreeLM: Fine-Tuning-Free Language Model. - Xiang Li 001; Xin Jiang 005; Xuying Meng; Aixin Sun; Yequan Wang (CoRR, 2023)

Retraining A Graph-based Recommender with Interests Disentanglement. - Yitong Ji; Aixin Sun; Jie Zhang 002 (CoRR, 2023)

Shall We Trust All Relational Tuples by Open Information Extraction? A Study on Speculation Detection. - Kuicai Dong; Aixin Sun; Jung-Jae Kim 001; Xiaoli Li 001 (CoRR, 2023)

LogicLLM: Exploring Self-supervised Logic-enhanced Training for Large Language Models. - Fangkai Jiao; Zhiyang Teng; Shafiq R. Joty; Bosheng Ding; Aixin Sun; Zhengyuan Liu; Nancy F. Chen (CoRR, 2023)

Research Explosion: More Effort to Climb onto Shoulders of the Giant. - Guoxiu He; Aixin Sun; Wei Lu (CoRR, 2023)

FLM-101B: An Open LLM and How to Train It with $100K Budget. - Xiang Li 001; Yiqun Yao; Xin Jiang 005; Xuezhi Fang; Xuying Meng; Siqi Fan 001; Peng Han 005; Jing Li 034; Li Du; Bowen Qin; Zheng Zhang 006; Aixin Sun; et al. (CoRR, 2023)

On Position Bias in Summarization with Large Language Models. - Mathieu Ravaut; Shafiq Joty; Aixin Sun; Nancy F. Chen (CoRR, 2023)

Asking Clarifying Questions: To benefit or to disturb users in Web search? - Jie Zou; Aixin Sun; Cheng Long 001; Mohammad Aliannejadi; Evangelos Kanoulas (Inf. Process. Manag., 2023)

A Critical Study on Data Leakage in Recommender System Offline Evaluation. - Yitong Ji; Aixin Sun; Jie Zhang 002; Chenliang Li (ACM Trans. Inf. Syst., 2023)

EDU-Capsule: aspect-based sentiment analysis at clause level. - Ting Lin; Aixin Sun; Yequan Wang (Knowl. Inf. Syst., 2023)

SelfCF: A Simple Framework for Self-supervised Collaborative Filtering. - Xin Zhou 008; Aixin Sun; Yong Liu 020; Jie Zhang 002; Chunyan Miao (Trans. Recomm. Syst., 2023)

Temporal Sentence Grounding in Videos: A Survey and Future Directions. - Hao Zhang 048; Aixin Sun; Wei Jing; Joey Tianyi Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference. - Xiaocong Chen; Lina Yao 001; Xianzhi Wang 001; Aixin Sun; Quan Z. Sheng (IEEE Trans. Knowl. Data Eng., 2023)

Dataset versus reality: Understanding model performance from the perspective of information need. - Mengying Yu; Aixin Sun (J. Assoc. Inf. Sci. Technol., 2023)

Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution. - Xinze Li; Yixin Cao 002; Liangming Pan; Yubo Ma; Aixin Sun (ACL (Findings), 2024)

On Context Utilization in Summarization with Large Language Models. - Mathieu Ravaut; Aixin Sun; Nancy F. Chen; Shafiq Joty (ACL (1), 2024)

Humans Need Context, What about Machines? Investigating Conversational Context in Abusive Language Detection. - Tom Bourgeade; Zongmin Li; Farah Benamara; Véronique Moriceau; Jian Su; Aixin Sun (LREC/COLING, 2024)

Parameter-Efficient Conversational Recommender System as a Language Processing Task. - Mathieu Ravaut; Hao Zhang 048; Lu Xu; Aixin Sun; Yong Liu 020 (EACL (1), 2024)

SciAgent: Tool-augmented Language Models for Scientific Reasoning. - Yubo Ma; Zhibin Gou; Junheng Hao; Ruochen Xu; Shuohang Wang; Liangming Pan; Yujiu Yang; Yixin Cao 002; Aixin Sun (EMNLP, 2024)

MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations. - Yubo Ma; Yuhang Zang; Liangyu Chen 005; Meiqi Chen 001; Yizhu Jiao; Xinze Li; Xinyuan Lu; Ziyu Liu; Yan Ma; Xiaoyi Dong; Pan Zhang 001; Liangming Pan; et al. (NeurIPS, 2024)

Not All Videos Become Outdated: Short-Video Recommendation by Learning to Deconfound Release Interval Bias. - Lulu Dong; Guoxiu He; Aixin Sun (RecSys, 2024)

Right Tool, Right Job: Recommendation for Repeat and Exploration Consumption in Food Delivery. - Jiayu Li 001; Aixin Sun; Weizhi Ma; Peijie Sun; Min Zhang 006 (RecSys, 2024)

An Image Dataset for Benchmarking Recommender Systems with Raw Pixels. - Yu Cheng 011; Yunzhu Pan; Jiaqi Zhang; Yongxin Ni; Aixin Sun; Fajie Yuan (SDM, 2024)

Multi-scale 2D Temporal Map Diffusion Models for Natural Language Video Localization. - Chongzhi Zhang; Mingyuan Zhang; Zhiyang Teng; Jiayi Li; Xizhou Zhu; Lewei Lu; Ziwei Liu 002; Aixin Sun (CoRR, 2024)

SciAgent: Tool-augmented Language Models for Scientific Reasoning. - Yubo Ma; Zhibin Gou; Junheng Hao; Ruochen Xu; Shuohang Wang; Liangming Pan; Yujiu Yang; Yixin Cao 002; Aixin Sun; Hany Hassan Awadalla; Weizhu Chen (CoRR, 2024)

Recommender for Its Purpose: Repeat and Exploration in Food Delivery Recommendations. - Jiayu Li 001; Aixin Sun; Weizhi Ma; Peijie Sun; Min Zhang 006 (CoRR, 2024)

Not all Layers of LLMs are Necessary during Inference. - Siqi Fan 001; Xin Jiang 005; Xiang Li 001; Xuying Meng; Peng Han 005; Shuo Shang; Aixin Sun; Yequan Wang; Zhongyuan Wang 006 (CoRR, 2024)

Tele-FLM Technical Report. - Xiang Li 001; Yiqun Yao; Xin Jiang 005; Xuezhi Fang; Chao Wang; Xinzhang Liu; Zihan Wang; Yu Zhao 007; Xin Wang; Yuyao Huang; Shuangyong Song; Yongxiang Li; et al. (CoRR, 2024)

52B to 1T: Lessons Learned via Tele-FLM Series. - Xiang Li 001; Yiqun Yao; Xin Jiang 005; Xuezhi Fang; Chao Wang; Xinzhang Liu; Zihan Wang; Yu Zhao 007; Xin Wang; Yuyao Huang; Shuangyong Song; Yongxiang Li; et al. (CoRR, 2024)

TVR-Ranking: A Dataset for Ranked Video Moment Retrieval with Imprecise Queries. - Renjie Liang; Li Li; Chongzhi Zhang; Jing Wang 060; Xizhou Zhu; Aixin Sun (CoRR, 2024)

Cultural Value Differences of LLMs: Prompt, Language, and Model Size. - Qishuai Zhong; Yike Yun; Aixin Sun (CoRR, 2024)

Open-domain Implicit Format Control for Large Language Model Generation. - Yiqun Yao; Wenjia Ma; Xuezhi Fang; Xin Jiang 005; Xiang Li 001; Xuying Meng; Peng Han 005; Jing Li 034; Aixin Sun; Yequan Wang (CoRR, 2024)

Sketch: A Toolkit for Streamlining LLM Operations. - Xin Jiang 005; Xiang Li 001; Wenjia Ma; Xuezhi Fang; Yiqun Yao; Naitong Yu; Xuying Meng; Peng Han 005; Jing Li 034; Aixin Sun; Yequan Wang (CoRR, 2024)

Knowledge-Enhanced Conversational Recommendation via Transformer-based Sequential Modelling. - Jie Zou; Aixin Sun; Cheng Long 001; Evangelos Kanoulas (CoRR, 2024)

Hesitation and Tolerance in Recommender Systems. - Kuan Zou; Aixin Sun; Xuemeng Jiang; Yitong Ji; Hao Zhang 048; Jing Wang 060; Ruijie Guo (CoRR, 2024)

Beyond Collaborative Filtering: A Relook at Task Formulation in Recommender Systems. - Aixin Sun (SIGWEB Newsl., 2024)

DiffuRec: A Diffusion Model for Sequential Recommendation. - Zihao Li 005; Aixin Sun; Chenliang Li (ACM Trans. Inf. Syst., 2024)

DP-GCN: Node Classification by Connectivity and Local Topology Structure on Real-World Network. - Zhe Chen 023; Aixin Sun (ACM Trans. Knowl. Discov. Data, 2024)

Our Model Achieves Excellent Performance on MovieLens: What Does It Mean? - Yu-Chen Fan; Yitong Ji; Jie Zhang 002; Aixin Sun (ACM Trans. Inf. Syst., 2024)

Knowledge-Enhanced Conversational Recommendation via Transformer-Based Sequential Modeling. - Jie Zou; Aixin Sun; Cheng Long 001; Evangelos Kanoulas (ACM Trans. Inf. Syst., 2024)

Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings. - Yubo Ma; Jinsong Li 001; Yuhang Zang; Xiaobao Wu; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Haodong Duan; Jiaqi Wang 003; Yixin Cao 002; Aixin Sun (ACL (Findings), 2025)

Punctuation Restoration: A Case Study of BERT-Based Models' Task-Specific Excellence. - Qishuai Zhong; Aixin Sun (ICASSP, 2025)

Long Context vs. RAG for LLMs: An Evaluation and Revisits. - Xinze Li; Yixin Cao 002; Yubo Ma; Aixin Sun (CoRR, 2025)

A Flexible and Scalable Framework for Video Moment Search. - Chongzhi Zhang; Xizhou Zhu; Aixin Sun (CoRR, 2025)

Knowledge Updating? No More Model Editing! Just Selective Contextual Reasoning. - Guoxiu He; Xin Song; Aixin Sun (CoRR, 2025)

Error Analyses of Auto-Regressive Video Diffusion Models: A Unified Framework. - Jing Wang 060; Fengzhuo Zhang; Xiaoli Li 001; Vincent Y. F. Tan; Tianyu Pang; Chao Du; Aixin Sun; Zhuoran Yang (CoRR, 2025)

Are We Solving a Well-Defined Problem? A Task-Centric Perspective on Recommendation Tasks. - Aixin Sun (CoRR, 2025)

If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs. - Siqi Fan 001; Xiusheng Huang; Yiqun Yao; Xuezhi Fang; Kang Liu 001; Peng Han 005; Shuo Shang; Aixin Sun; Yequan Wang (CoRR, 2025)

The crowd in MOOCs: a study of learning patterns at scale. - Xin Zhou 008; Aixin Sun; Jie Zhang 002; Donghui Lin (Interact. Learn. Environ., 2025)

Pre-Trained Models for Search and Recommendation: Introduction to the Special Issue - Part 1. - Wenjie Wang 007; Zheng Liu 011; Fuli Feng; Zhicheng Dou; Qingyao Ai; Grace Hui Yang; Defu Lian; Lu Hou 002; Aixin Sun; Hamed Zamani; Donald Metzler; Maarten de Rijke (ACM Trans. Inf. Syst., 2025)

Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks. - Yixin Cao 002; Shibo Hong; Xinze Li; Jiahao Ying; Yubo Ma; Haiyuan Liang; Yantao Liu; Zijun Yao 002; Xiaozhi Wang; Dan Huang; Wenxuan Zhang 001; Lifu Huang; et al. (CoRR, 2025)

Toward Embodied AGI: A Review of Embodied AI and the Road Ahead. - Yequan Wang; Aixin Sun (CoRR, 2025)

Benchmarking and Rethinking Knowledge Editing for Large Language Models. - Guoxiu He; Xin Song; Futing Wang; Aixin Sun (CoRR, 2025)

Evaluating LLM Adaptation to Sociodemographic Factors: User Profile vs. Dialogue History. - Qishuai Zhong; Zongmin Li; Siqi Fan 001; Aixin Sun (CoRR, 2025)

CoThink: Token-Efficient Reasoning via Instruct Models Guiding Reasoning Models. - Siqi Fan 001; Peng Han 005; Shuo Shang; Yequan Wang; Aixin Sun (CoRR, 2025)

RoboEgo System Card: An Omnimodal Model with Native Full Duplexity. - Yiqun Yao; Xiang Li 001; Xin Jiang 005; Xuezhi Fang; Naitong Yu; Aixin Sun; Yequan Wang (CoRR, 2025)

Multi-Interest Recommendation: A Survey. - Zihao Li 005; Qiang Chen; Lixin Zou; Aixin Sun; Chenliang Li (CoRR, 2025)

Does Multimodality Improve Recommender Systems as Expected? A Critical Analysis and Future Directions. - Hongyu Zhou; Yinan Zhang 002; Aixin Sun; Zhiqi Shen 001 (CoRR, 2025)

Pre-Trained Models for Search and Recommendation: Introduction to the Special Issue - Part 2. - Wenjie Wang 007; Zheng Liu 011; Fuli Feng; Zhicheng Dou; Qingyao Ai; Grace Hui Yang; Defu Lian; Lu Hou 002; Aixin Sun; Hamed Zamani; Donald Metzler; Maarten de Rijke (ACM Trans. Inf. Syst., 2025)