Our Recent work about Attributed Network Embedding, Recommendation Systems and Graph Alignment

2019-08-08 - 09:53

Recently, we have several papers published on addressing the problems of Attributed Network Embedding, Recommendation Systems, and Graph Alignment. Congratulations to Uchenna, Basmah, Lu, Shichao, Yujun, and Zaiqiao (Ph.D. students and visiting Ph.D. students), as well as others who contributed to all these papers.

Uchenna Akujuobi, Han Yufei, Qiannan Zhang, Xiangliang Zhang. Collaborative Graph Walk for Semi-supervised Multi-Label Node Classification. Accepted by 19th IEEE International Conference on Data Mining (ICDM 2019), November 8-11, 2019, Beijing, China (Regular paper, Acceptance rate= 95/1046 9.08%).
Basmah Altaf, Uchenna Akujuobi, Lu Yu, Xiangliang Zhang, Dataset Recommendation via Variational Graph Autoencoder. Accepted by 19th IEEE International Conference on Data Mining (ICDM 2019), November 8-11, 2019, Beijing, China (Regular paper, Acceptance rate= 95/1046 9.08%).
Yujun Chen, Yuanhong Wang, Yutao Zhang, Juhua Pu, Xiangliang Zhang. AMENDER: an Attentive and Aggregate Multi-layered Network for Dataset Recommendation. Accepted by 19th IEEE International Conference on Data Mining (ICDM 2019), November 8-11, 2019, Beijing, China (Short paper, Acceptance rate= 18.5%).
Huafeng Liu, Liping Jing, Jingxuan Wen, Jian Yu, Xiangliang Zhang. In2Rec: Inﬂuence-based Interpretable Recommendation. Accepted by 28th ACM International Conference on Information and Knowledge Management (CIKM 2019), November 3rd-7th, 2019, Beijing, China (Acceptance rate=200/1030=19.4%).
Shichao Pei, Lu Yu, Xiangliang Zhang. Improving Cross-lingual Entity Alignment via Optimal Transport. Accepted by 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), August 10-16, 2019, Macao, China (Acceptance rate=850/4752=17.9%).
Xia Chen, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Zhao Li, Xiangliang Zhang. ActiveHNE: Active Heterogeneous Network Embedding. Accepted by 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), August 10-16, 2019, Macao, China. (Acceptance rate=850/4752=17.9%).
Shichao Pei, Lu Yu, Robert Hoehndorf, Xiangliang Zhang. Semi-Supervised Entity Alignment via Knowledge Graph Embedding with Awareness of Degree Difference. Accepted by TheWebConf 2019 (previously known as WWW conference), May 13-17, San Francisco, CA, USA (short paper, acceptance rate ~ 20%).
Lu Yu, Chuxu Zhang, Shangsong Liang, and Xiangliang Zhang. Multi-order Attentive Ranking Model for Sequential Recommendation. Accepted by the 33rd AAAI Conference on Artificial Intelligence (AAAI 2019), January 27 – February 1, Honolulu, Hawaii, USA. (Acceptance rate = 1150/7095 = 16.2%) [PDF][Bib][Slides ][Code].
Zaiqiao Meng, Shangsong Liang, Hongyan Bao, and Xiangliang Zhang. Co-Embedding Attributed Networks. Accepted by The Twelfth International Conference on Web Search and Data Mining (WSDM 2019), February 11-15, 2019, Melbourne, Australia (Acceptance rate = 84/511 = 16%) [PDF][Bib][Slides][Code].