GRAPE: a system for disambiguating and tagging people names in web search. - Lili Jiang 002; Wei Shen 004; Jianyong Wang 001; Ning An 001 (WWW, 2010)

REACTOR: a framework for semantic relation extraction and tagging over enterprise data. - Wei Shen 004; Jianyong Wang 001; Ping Luo 001; Min Wang 001; Conglei Yao (WWW (Companion Volume), 2011)

A graph-based approach for ontology population with named entities. - Wei Shen 004; Jianyong Wang 001; Ping Luo 001; Min Wang 001 (CIKM, 2012)

LIEGE: : link entities in web lists with knowledge base. - Wei Shen 004; Jianyong Wang 001; Ping Luo 001; Min Wang 001 (KDD, 2012)

LINDEN: linking named entities with knowledge base via semantic knowledge. - Wei Shen 004; Jianyong Wang 001; Ping Luo 001; Min Wang 001 (WWW, 2012)

APOLLO: a general framework for populating ontology with named entities via random walks on graphs. - Wei Shen 004; Jianyong Wang 001; Ping Luo 001; Min Wang 001 (WWW (Companion Volume), 2012)

Linking named entities in Tweets with knowledge base via user interest modeling. - Wei Shen 004; Jianyong Wang 001; Ping Luo 001; Min Wang 001 (KDD, 2013)

Sequential Pattern Mining. - Wei Shen 004; Jianyong Wang 001; Jiawei Han 001 (Frequent Pattern Mining, 2014)

A probabilistic model for linking named entities in web text with heterogeneous information networks. - Wei Shen 004; Jiawei Han 001; Jianyong Wang 001 (SIGMOD Conference, 2014)

Domain-Specific Knowledge Base Enrichment Using Wikipedia Tables. - Chenwei Ran; Wei Shen 004; Jianyong Wang 001; Xuan Zhu (ICDM, 2015)

A Hybrid Framework for Semantic Relation Extraction over Enterprise Data. - Wei Shen 004; Jianyong Wang 001; Ping Luo 001; Min Wang 001 (Int. J. Semantic Web Inf. Syst., 2015)

Entity Linking with a Knowledge Base: Issues, Techniques, and Solutions. - Wei Shen 004; Jianyong Wang 001; Jiawei Han 001 (IEEE Trans. Knowl. Data Eng., 2015)

Deola: A System for Linking Author Entities in Web Document with DBLP. - Yinan Liu 001; Wei Shen 004; Xiaojie Yuan (CIKM, 2016)

Predicting Named Entity Location Using Twitter. - Wei Shen 004; Yinan Liu 001; Jianyong Wang 001 (ICDE, 2018)

An Attention Factor Graph Model for Tweet Entity Linking. - Chenwei Ran; Wei Shen 004; Jianyong Wang 001 (WWW, 2018)

SHINE+: A General Framework for Domain-Specific Entity Linking with Heterogeneous Information Networks. - Wei Shen 004; Jiawei Han 001; Jianyong Wang 001; Xiaojie Yuan; Zhenglu Yang (IEEE Trans. Knowl. Data Eng., 2018)

Editorial of Special Issue of ICDM 2019. - Wei Shen 004; Wei Zhang 056; Jianhua Yin; Jianyong Wang 001 (Data Sci. Eng., 2020)

Joint Open Knowledge Base Canonicalization and Linking. - Yinan Liu 001; Wei Shen 004; Yuanfei Wang; Jianyong Wang 001; Zhenglu Yang; Xiaojie Yuan (SIGMOD Conference, 2021)

Named Entity Location Prediction Combining Twitter and Web. - Yinan Liu 001; Wei Shen 004; Zonghai Yao; Jianyong Wang 001; Zhenglu Yang; Xiaojie Yuan (IEEE Trans. Knowl. Data Eng., 2021)

Community Question Answering Entity Linking via Leveraging Auxiliary Data. - Yuhan Li 001; Wei Shen 004; Jianbo Gao; Yadong Wang (IJCAI, 2022)

Multi-View Clustering for Open Knowledge Base Canonicalization. - Wei Shen 004; Yang Yang 008; Yinan Liu 001 (KDD, 2022)

Personal Attribute Prediction from Conversations. - Yinan Liu 001; Hu Chen; Wei Shen 004 (WWW (Companion Volume), 2022)

Deep convolutional recurrent model for region recommendation with spatial and temporal contexts. - Hengpeng Xu; Wenjian Ding; Wei Shen 004; Jun Wang 023; Zhenglu Yang (Ad Hoc Networks, 2022)

Low-resource Personal Attribute Prediction from Conversation. - Yinan Liu 001; Hu Chen; Wei Shen 004; Jiaoyan Chen 001 (CoRR, 2022)

Toward Tweet Entity Linking With Heterogeneous Information Networks. - Wei Shen 004; Yuwei Yin; Yang Yang 008; Jiawei Han 001; Jianyong Wang 001; Xiaojie Yuan (IEEE Trans. Knowl. Data Eng., 2022)

Low-Resource Personal Attribute Prediction from Conversations. - Yinan Liu 001; Hu Chen; Wei Shen 004; Jiaoyan Chen 001 (AAAI, 2023)

Unlocking Science: Novel Dataset and Benchmark for Cross-Modality Scientific Information Extraction. - Yuhan Li 001; Jian Wu 037; Zhiwei Yu; Börje F. Karlsson; Wei Shen 004; Manabu Okumura; Chin-Yew Lin (CoRR, 2023)

Entity Linking Meets Deep Learning: Techniques and Solutions. - Wei Shen 004; Yuhan Li 001; Yinan Liu 001; Jiawei Han 001; Jianyong Wang 001; Xiaojie Yuan (IEEE Trans. Knowl. Data Eng., 2023)

Learning Entity Linking Features for Emerging Entities. - Chenwei Ran; Wei Shen 004; Jianbo Gao; Yuhan Li 001; Jianyong Wang 001; Yantao Jia (IEEE Trans. Knowl. Data Eng., 2023)

Jointly Canonicalizing and Linking Open Knowledge Base via Unified Embedding Learning. - Wei Shen 004; Binhan Yang; Yinan Liu 001 (WWW, 2024)

A Triple-View Framework for Fine-Grained Emotion Classification with Clustering-Guided Contrastive Learning. - Junqing Gong 003; Binhan Yang; Wei Shen 004 (ACL (1), 2025)

CMVC+: A Multi-View Clustering Framework for Open Knowledge Base Canonicalization Via Contrastive Learning. - Yang Yang 008; Wei Shen 004; Junfeng Shu; Yinan Liu 001; Edward Curry; Guoliang Li 001 (IEEE Trans. Knowl. Data Eng., 2025)