Browse by IISc Authors

Bandyopadhyay, S and Aggarwal, M and Murty, MN (2021) A Deep Hybrid Pooling Architecture for Graph Classification with Hierarchical Attention. In: 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining, 11-14 May 2021, pp. 554-565.

Vijaikumar, M and Shevade, S and Murty, MN (2021) GRAM-SMOT: Top-N Personalized Bundle Recommendation via Graph Attention Mechanism and Submodular Optimization. In: European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020, 14-18 Sep 2020, pp. 297-313.

Vijaikumar, M and Shevade, S and Murty, MN (2021) Neural Cross-Domain Collaborative Filtering with Shared Entities. In: European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020, 14-18 Sep 2020, pp. 729-745.

Aggarwal, M and Murty, MN (2020) Node Representations. [Book Chapter]

Bandyopadhyay, S and Lokesh, N and Vivek, SV and Murty, MN (2020) Outlier resistant unsupervised deep architectures for attributed network embedding. In: WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining, 3-7 Feb., 2020, Houston, USA, pp. 25-33.

Patil, P and Sharma, G and Murty, MN (2020) Negative Sampling for Hyperlink Prediction in Networks. In: 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, 11-14 May 2020, Singapore; Singapore, pp. 607-619.

Aggarwal, M and Murty, MN (2020) Region and relations based multi attention network for graph classification. In: 25th International Conference on Pattern Recognition, 10-15 jan 2021, Virtual, pp. 8101-8108.

Vijaikumar, M and Shevade, S and Murty, MN (2020) SoRecGAT: Leveraging Graph Attention Mechanism for Top-N Social Recommendation. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2019, 16-20 September 2019, Wurzburg; Germany, pp. 430-446.

Vijaikumar, M and Shevade, S and Murty, MN (2019) TagEmbedSVD: Leveraging Tag Embeddings for Cross-Domain Collaborative Filtering. In: 8th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2019, 17 - 20 December 2019, Tezpur, pp. 240-248.

Bandyopadhyay, S and Lokesh, N and Murty, MN (2019) Outlier aware network embedding for attributed networks. In: 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Annual Conference on Innovative Applications of Artificial Intelligence, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, 27 - 1 February 2019, Honolulu, pp. 12-19.

Nandanwar, S and Murty, MN (2018) Overlap-robust decision boundary learning for within-network classification. In: 32nd AAAI Conference on Artificial Intelligence, AAAI 2018, 2 - 7 February 2018, New Orleans, pp. 3844-3851.

Meher, Saroj K and Murty, MN (2013) Efficient method of moving shadow detection and vehicle classification. In: AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 67 (8). pp. 665-670.