Context-aware Deep Model for Joint Mobility and Time Prediction.
Yile Chen, Cheng Long, Gao Cong,Chenliang Li.
13th ACM International Conference on Web Search and Data Mining (WSDM'20). Houston, Texas, USA. Feb 2020 [Full paper]
A Deep Neural Framework for Sales Forecasting in E-Commerce.
Yan Qi,Chenliang Li*, Han Deng, Min Cai, Yunwen Qi, Yuming Deng.
The 28th ACM International Conference on Information and Knowledge Management (CIKM'19). Beijing, China. Nov 2019 [Full paper]
Exploiting Multiple Embeddings for Chinese Named Entity Recognition.
Canwen Xu, Feiyang Wang, Jialong Han,Chenliang Li*.
The 28th ACM International Conference on Information and Knowledge Management (CIKM'19). Beijing, China. Nov 2019 [Short paper]
Cross-Domain Recommendation via Preference Propagation GraphNet.
Cheng Zhao,Chenliang Li*, Cong Fu.
The 28th ACM International Conference on Information and Knowledge Management (CIKM'19). Beijing, China. Nov 2019 [Short paper]
A Review-Driven Neural Model for Sequential Recommendation.
Chenliang Li, Xichuan Niu, Xiangyang Luo, Zhenzhong Chen, Cong Quan
The 28th International Joint Conference on Artificial Intelligence (IJCAI'19). Macao, China. August 2019 [Full paper]
A Capsule Network for Recommendation and Explaining What You Like and Dislike.
Chenliang Li, Cong Quan, Peng Li, Yunwei Qi, Yuming Deng and Libing Wu.
The 42nd Annual International ACM SIGIR Conference (SIGIR'19). Paris, France. July 2019 [Full paper]
DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets.
Canwen Xu, Jing Li, Xiangyang Luo, Jiaxin Pei,Chenliang Li, Donghong Ji.
The Web Conference 2019 (WWW'19). San Francisco, USA. May 2019 [Short paper]
Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding.
Peifeng Wang, Jialong Han,Chenliang Li, Rong Pan.
33rd AAAI Conference on Artificial Intelligence (AAAI'19). Honolulu, USA. Jan 2019 [Full paper]
Review-Driven Answer Generation for Product-Related Questions in E-Commerce.
Shiqian Chen,Chenliang Li*, Feng Ji, Wei Zhou, Haiqing Chen.
12th ACM International Conference on Web Search and Data Mining (WSDM'19). Melbourne, Australia. Feb 2019 [Full paper]
S2SPMN:A Simple and Effective Framework for Response Generation with Relevant Information.
Jiaxin Pei,Chenliang Li*.
The 2018 Conference on Empirical Methods on Natural Language Processing (EMNLP'18). Brussels, Belgium. Nov 2018 [Short paper]
PARL: Let Strangers Speak Out What You Like.
Libing Wu, Cong Quan,Chenliang Li*, Donghong Ji.
The 27th ACM International Conference on Information and Knowledge Management (CIKM'18). Lingotto, Turin, Italy. Oct 2018 [Full paper]
Dataless Text Classification: A Topic Modeling Approach with Document Manifold.
Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang,Chenliang Li*.
The 27th ACM International Conference on Information and Knowledge Management (CIKM'18). Lingotto, Turin, Italy. Oct 2018 [Full paper]
Seed-Guided Topic Model for Document Filtering and Classification.
Chenliang Li, Shiqian Chen, Jian Xing, Aixin Sun, Zongyang Ma.
ACM Transactions on Information Systems (TOIS).2018 [In Press]
Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All.
Minh C. Phan, Aixin Sun, Yi Tay, Jialong Han,Chenliang Li.
IEEE Transactions on Knowledge and Data Engineering (TKDE). 2018 [In Press]
Deep Learning in Social Computing.
Xin Zhao,Chenliang Li.
Deep Learning in Natural Language Processing, Springer. 2018 [Book Chapter]
NEXT: A Neural Network Framework for Next POI Recommendation.
Zhiqian Zhang,Chenliang Li*, Zhiyong Wu, Aixin Sun, Dengpan Ye, Xiangyang Luo.
Frontiers of Computer Science, Springer (FCS). 2018[In Press]
Multi-label Dataless Text Classification with Topic Modeling.
Daochen Zha,Chenliang Li*.
Knowledge and Information Systems (KAIS). 2018[In Press]
A Deep Relevance Model for Zero-Shot Document Filtering.
Chenliang Li,Wei Zhou, Feng Ji,Yu Duanand Haiqing Chen.
The 56th Annual Meeting of the Association for Computational Linguistics (ACL'18), 2018[Full paper]
Searching Activity Trajectory with Keywords.
Bolong Zheng, Kai Zheng, Peter Scheuermann, Xiaofang Zhou, Quoc Viet Hung Nguyen,Chenliang Li.
World Wide Web Journal, 2018[In Press]
InstantCryptoGram: Secure Image Retrieval Service.
Minghui Li, Mingxue Zhang, Qian Wang, Sherman S.M.Chow, Minxin Du, Yanjiao Chen,Chenliang Li.
IEEE INFOCOM 2018. Honolulu. April 2018[Full paper]
Modeling Language Discrepancy for Cross-Lingual Sentiment Analysis.
Qiang Chen,Chenliang Li*, Wenjie Li.
The 26th ACM International Conference on Information and Knowledge Management (CIKM'17). Singapore. Nov 2017 [Full paper]
NeuPL: Attention-based Semantic Matching and Pair-Linking for Entity Disambiguation.
Minh C. Phan, Aixin Sun, Yi Tay, Jialong Han,Chenliang Li.
The 26th ACM International Conference on Information and Knowledge Management (CIKM'17). Singapore. Nov 2017 [Full paper]
Enhancing Topic Modeling for Short Texts with Auxiliary Word Embeddings.
Chenliang Li, Yu Duan, Haoran Wang, Zhiqian Zhang, Aixin Sun, Zongyang Ma.
ACM Transactions on Information Systems (TOIS). 36(2):11:1-11:30, 2017
Extracting Fine-grained Location with Temporal Awareness in Tweets: A Two-Stage Approach.
Chenliang Li, Aixin Sun.
Journal of the Association for Information Science and Technology (JASIST, IF=2.452). 68(7):1652-1670, 2017
Effective Document Labeling with Very Few Seed Words: A Topic Model Approach.
Chenliang Li, Jian Xing, Aixin Sun, Zongyang Ma.
The 25th ACM International Conference on Information and Knowledge Management (CIKM'16). Indianapolis, USA. Oct 2016 [Full paper]
Topic Modeling for Short Texts with Auxiliary Word Embeddings.
Chenliang Li, Haoran, Wang, Zhiqian Zhang, Aixin Sun, Zongyang Ma.
The 39th Annual International ACM SIGIR Conference (SIGIR'16). Pisa, Italy. July 2016 [Full paper;Best Student Paper Award Honorable Mention]
Tweet Segmentation and Its Application to Named Entity Recognition.
Chenliang Li, Aixin Sun, Jianshu Weng, Qi He.
IEEE Transactions on Knowledge and Data Engineering (TKDE). 27(2):558-570. 2015 [Featured Spotlight Paper]
Fine-Grained Location Extraction from Tweets with Temporal Awareness.
Chenliang Li, Aixin Sun.
The 37th Annual International ACM SIGIR Conference (SIGIR'14). Gold Coast, Australia. July 2014 [Full paper]
Exploiting Hybrid Contexts for Tweet Segmentation.
Chenliang Li, Aixin Sun, Jianshu Weng, Qi He.
The 36th Annual International ACM SIGIR Conference (SIGIR'13). Dublin, Ireland. July 2013 [Full paper]
TSDW: Two-Stage Word Sense Disambiguation Using Wikipedia.
Chenliang Li, Aixin Sun, Anwitaman Datta.
Journal of the American Society for Information Science and Technology 64(6) (JASIST, IF=2.113). 2013
Twevent: Segment-based Event Detection from Tweets.
Chenliang Li, Aixin Sun, Anwitaman Datta.
The 21st ACM International Conference on Information and Knowledge Management (CIKM'12). Maui, USA. Oct 2012 [Full paper]
TwiNER: Named Entity Recognition in Targeted Twitter Stream.
Chenliang Li, Jianshu Weng, Qi He, Yuxia Yao, Anwitaman Datta, Aixin Sun and Bu-Sung Lee.
The 35th Annual International ACM SIGIR Conference (SIGIR'12). Portland, Oregon, USA. Aug 2012 [Full paper]
Mining Latent Relations in Peer-Production Environments: A Case Study with Wikipedia Article Similarity and Controversy.
Chenliang Li, Anwitaman Datta, Aixin Sun.
Social Network Analysis and Mining (SNAM), Springer.2012
Semantic Tag Recommendation Using Concept Model.
Chenliang Li, Anwitaman Datta, Aixin Sun.
The 34th Annual International ACM SIGIR Conference (SIGIR'11). Beijing, China. July 2011 [Poster]
A Generalized Framework for Word Sense Disambiguation based on Wikipedia.
Chenliang Li, Aixin Sun, Anwitaman Datta.
The 33rd European Conference on Information Retrieval (ECIR'11). Dublin, Ireland. Apr.2011 [Full paper]-Nominated for best student paper award.
