2025
In-Context Reinforcement Learning with Retrieval-Augmented Generation for Text-to-SQL.
Proceedings of the 31st International Conference on Computational Linguistics, 2025
2024
Improving Search for New Product Categories via Synthetic Query Generation Strategies.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024
DiAL : Diversity Aware Listwise Ranking for Query Auto-Complete.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024
GLAD: Graph-Based Long-Term Attentive Dynamic Memory for Sequential Recommendation.
Proceedings of the Advances in Information Retrieval, 2024
2023
Multi-Objective Ranking to Boost Navigational Suggestions in eCommerce AutoComplete.
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023
AttriBERT - Session-based Product Attribute Recommendation with BERT.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Adversarial Density Ratio Estimation for Change Point Detection.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
TrendSpotter: Forecasting E-commerce Product Trends.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Quantifying customer interactions on ML optimized page layouts.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023
2022
Dual Attentional Higher Order Factorization Machines.
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022
2017
Intent Based Relevance Estimation from Click Logs.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
2016
Crowdsourcing of network data.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
2013
Missing or Inapplicable: Treatment of Incomplete Continuous-valued Features in Supervised Learning.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Combining supervised and unsupervised learning for zero-day malware detection.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013
Community detection by popularity based models for authored networked data.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
2012
A framework for joint community detection across multiple related networks.
Neurocomputing, 2012
Simultaneous classification and community detection on heterogeneous network data.
Data Min. Knowl. Discov., 2012
Recursive NMF: Efficient label tree learning for large multi-class problems.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Weighted linear kernel with tree transformed features for malware detection.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
2011
LinkBoost: A Novel Cost-Sensitive Boosting Framework for Community-Level Network Link Prediction.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
2010
Identifying Cohesive Subgroups and Their Correspondences in Multiple Related Networks.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010
Multi task learning on multiple related networks.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010