| 2022 | RecSys | Identifying New Podcasts with High General Appeal Using a Pure Exploration Infinitely-Armed Bandit Strategy. | Maryam Aziz, Jesse Anderton, Kevin Jamieson, Alice Wang, Hugues Bouchard, Javed A. Aslam |
| 2021 | EMNLP | Improving Query Graph Generation for Complex Question Answering over Knowledge Base. | Kechen Qin, Cheng Li, Virgil Pavlu, Javed A. Aslam |
| 2019 | ICML | Scaling Up Ordinal Embedding: A Landmark Approach. | Jesse Anderton, Javed A. Aslam |
| 2019 | NAACL | Adapting RNN Sequence Prediction Model to Multi-label Set Prediction. | Kechen Qin, Cheng Li, Virgil Pavlu, Javed A. Aslam |
| 2018 | ALT | Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence. | Maryam Aziz, Jesse Anderton, Emilie Kaufmann, Javed A. Aslam |
| 2016 | ECIR | An Empirical Study of Skip-Gram Features and Regularization for Learning on Sentiment Analysis. | Cheng Li, Bingyu Wang, Virgil Pavlu, Javed A. Aslam |
| 2016 | ICML | Conditional Bernoulli Mixtures for Multi-label Classification. | Cheng Li, Bingyu Wang, Virgil Pavlu, Javed A. Aslam |
| 2015 | CIKM | Aggregation of Crowdsourced Ordinal Assessments and Integration with Learning to Rank: A Latent Trait Model. | Pavel Metrikov, Virgil Pavlu, Javed A. Aslam |
| 2015 | IROS | Anytime planning of optimal schedules for a mobile sensing robot. | Jingjin Yu, Javed A. Aslam, Sertac Karaman, Daniela Rus |
| 2014 | SIGIR | On the information difference between standard retrieval models. | Peter B. Golbus, Javed A. Aslam |
| 2013 | CIKM | An analysis of crowd workers mistakes for specific and complex relevance assessment task. | Jesse Anderton, Maryam Bashir, Virgil Pavlu, Javed A. Aslam |
| 2013 | ECIR | Optimizing nDCG Gains by Minimizing Effect of Label Inconsistency. | Pavel Metrikov, Virgiliu Pavlu, Javed A. Aslam |
| 2013 | ICTIR | A Modification of LambdaMART to Handle Noisy Crowdsourced Assessments. | Pavel Metrikov, Jie Wu, Jesse Anderton, Virgil Pavlu, Javed A. Aslam |
| 2013 | SIGIR | A document rating system for preference judgements. | Maryam Bashir, Jesse Anderton, Jie Wu, Peter B. Golbus, Virgil Pavlu, Javed A. Aslam |
| 2013 | SIGIR | Live nuggets extractor: a semi-automated system for text extraction and test collection creation. | Matthew Ekstrand-Abueg, Virgil Pavlu, Javed A. Aslam |
| 2013 | SIGIR | A mutual information-based framework for the analysis of information retrieval systems. | Peter B. Golbus, Javed A. Aslam |
| 2012 | CIKM | Constructing test collections by inferring document relevance via extracted relevant information. | Shahzad Rajput, Matthew Ekstrand-Abueg, Virgiliu Pavlu, Javed A. Aslam |
| 2012 | ECIR | Extended Expectation Maximization for Inferring Score Distributions. | Keshi Dai, Virgiliu Pavlu, Evangelos Kanoulas, Javed A. Aslam |
| 2012 | ICDM | Feature Weighting and Selection Using Hypothesis Margin of Boosting. | Malak Alshawabkeh, Javed A. Aslam, Jennifer G. Dy, David R. Kaeli |
| 2012 | ICDM | GPU-Accelerated Feature Selection for Outlier Detection Using the Local Kernel Density Ratio. | Fatemeh Azmandian, Ayse Yilmazer, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli |
| 2012 | SIGIR | Impact of assessor disagreement on ranking performance. | Pavel Metrikov, Virgiliu Pavlu, Javed A. Aslam |
| 2012 | SENSYS | City-scale traffic estimation from a roving sensor network. | Javed A. Aslam, Sejoon Lim, Xinghao Pan, Daniela Rus |
| 2012 | WSDM | IR system evaluation using nugget-based test collections. | Virgiliu Pavlu, Shahzad Rajput, Peter B. Golbus, Javed A. Aslam |
| 2011 | CIKM | A nugget-based test collection construction paradigm. | Shahzad Rajput, Virgiliu Pavlu, Peter B. Golbus, Javed A. Aslam |
| 2011 | ICMLA | Feature Selection Metric Using AUC Margin for Small Samples and Imbalanced Data Classification Problems. | Malak Alshawabkeh, Javed A. Aslam, Jennifer G. Dy, David R. Kaeli |
| 2011 | ICTAI | A Novel Feature Selection for Intrusion Detection in Virtual Machine Environments. | Malak Alshawabkeh, Javed A. Aslam, David R. Kaeli, Jennifer G. Dy |
| 2011 | MASCOTS | Workload Characterization at the Virtualization Layer. | Fatemeh Azmandian, Micha Moffie, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli |
| 2011 | SIGIR | A large-scale study of the effect of training set characteristics over learning-to-rank algorithms. | Evangelos Kanoulas, Stefan Savev, Pavel Metrikov, Virgiliu Pavlu, Javed A. Aslam |
| 2010 | ICMLA | Effective Virtual Machine Monitor Intrusion Detection Using Feature Selection on Highly Imbalanced Data. | Malak Alshawabkeh, Micha Moffie, Fatemeh Azmandian, Javed A. Aslam, Jennifer G. Dy, David R. Kaeli |
| 2010 | SIGIR | Score distribution models: assumptions, intuition, and robustness to score manipulation. | Evangelos Kanoulas, Keshi Dai, Virgiliu Pavlu, Javed A. Aslam |
| 2009 | CIKM | Empirical justification of the gain and discount function for nDCG. | Evangelos Kanoulas, Javed A. Aslam |
| 2009 | ECIR | If I Had a Million Queries. | Ben Carterette, Virgiliu Pavlu, Evangelos Kanoulas, Javed A. Aslam, James Allan |
| 2009 | ICTIR | Modeling the Score Distributions of Relevant and Non-relevant Documents. | Evangelos Kanoulas, Virgiliu Pavlu, Keshi Dai, Javed A. Aslam |
| 2009 | SIGIR | Document selection methodologies for efficient and effective learning-to-rank. | Javed A. Aslam, Evangelos Kanoulas, Virgiliu Pavlu, Stefan Savev, Emine Yilmaz |
| 2008 | SIGIR | Evaluation over thousands of queries. | Ben Carterette, Virgiliu Pavlu, Evangelos Kanoulas, Javed A. Aslam, James Allan |
| 2008 | SIGIR | A new rank correlation coefficient for information retrieval. | Emine Yilmaz, Javed A. Aslam, Stephen Robertson |
| 2008 | SIGIR | A simple and efficient sampling method for estimating AP and NDCG. | Emine Yilmaz, Evangelos Kanoulas, Javed A. Aslam |
| 2007 | CIKM | Inferring document relevance from incomplete information. | Javed A. Aslam, Emine Yilmaz |
| 2007 | CIKM | Evaluation of phrasal query suggestions. | Alan Feuer, Stefan Savev, Javed A. Aslam |
| 2007 | ECIR | Query Hardness Estimation Using Jensen-Shannon Divergence Among Multiple Scoring Functions. | Javed A. Aslam, Virgiliu Pavlu |
| 2006 | CIKM | Estimating average precision with incomplete and imperfect judgments. | Emine Yilmaz, Javed A. Aslam |
| 2006 | ICMLA | Semi-supervised Data Organization for Interactive Anomaly Analysis. | Javed A. Aslam, Sergey Bratus, Virgiliu Pavlu |
| 2006 | SIGIR | A statistical method for system evaluation using incomplete judgments. | Javed A. Aslam, Virgiliu Pavlu, Emine Yilmaz |
| 2006 | SIGIR | Inferring document relevance via average precision. | Javed A. Aslam, Emine Yilmaz |
| 2005 | CIKM | A geometric interpretation and analysis of R-precision. | Javed A. Aslam, Emine Yilmaz |
| 2005 | SIGIR | Measure-based metasearch. | Javed A. Aslam, Virgiliu Pavlu, Emine Yilmaz |
| 2005 | SIGIR | The maximum entropy method for analyzing retrieval measures. | Javed A. Aslam, Emine Yilmaz, Virgiliu Pavlu |
| 2005 | SIGIR | A geometric interpretation of r-precision and its correlation with average precision. | Javed A. Aslam, Emine Yilmaz, Virgiliu Pavlu |
| 2003 | CIKM | A unified model for metasearch, pooling, and system evaluation. | Javed A. Aslam, Virgiliu Pavlu, Robert Savell |
| 2003 | SIGIR | An information-theoretic measure for document similarity. | Javed A. Aslam, Meredith Frost |
| 2003 | SIGIR | A unified model for metasearch and the efficient evaluation of retrieval systems via the hedge algorithm. | Javed A. Aslam, Virgiliu Pavlu, Robert Savell |
| 2003 | SIGIR | On the effectiveness of evaluating retrieval systems in the absence of relevance judgments. | Javed A. Aslam, Robert Savell |
| 2003 | SENSYS | Tracking a moving object with a binary sensor network. | Javed A. Aslam, Zack J. Butler, Florin Constantin, Valentino Crespi, George Cybenko, Daniela Rus |
| 2002 | CIKM | Condorcet fusion for improved retrieval. | Mark H. Montague, Javed A. Aslam |
| 2001 | CIKM | Relevance Score Normalization for Metasearch. | Mark H. Montague, Javed A. Aslam |
| 2001 | MOBICOM | Online power-aware routing in wireless Ad-hoc networks. | Qun Li, Javed A. Aslam, Daniela Rus |
| 2001 | SIGIR | Models for Metasearch. | Javed A. Aslam, Mark H. Montague |
| 2001 | SIGIR | Metasearch Consistency. | Javed A. Aslam, Mark H. Montague |
| 2000 | CIKM | Using Star Clusters for Filtering. | Javed A. Aslam, Katya Pelekhov, Daniela Rus |
| 2000 | COLT | Improving Algorithms for Boosting. | Javed A. Aslam |
| 2000 | SIGIR | Bayes optimal metasearch: a probabilistic model for combining the results. | Javed A. Aslam, Mark H. Montague |
| 1999 | SODA | A Practical Clustering Algorithm for Static and Dynamic Information Organization. | Javed A. Aslam, Katya Pelekhov, Daniela Rus |
| 1999 | SODA | Improved Bicriteria Existence Theorems for Scheduling. | Javed A. Aslam, April Rasala, Clifford Stein, Neal E. Young |
| 1998 | CIKM | Static and Dynamic Information Organization with Star Clusters. | Javed A. Aslam, Katya Pelekhov, Daniela Rus |
| 1995 | COLT | Specification and Simulation of Statistical Query Algorithms for Efficiency and Noise Tolerance. | Javed A. Aslam, Scott E. Decatur |
| 1993 | FOCS | General Bounds on Statistical Query Learning and PAC Learning with Noise via Hypothesis Bounding | Javed A. Aslam, Scott E. Decatur |
| 1991 | STOC | Searching in the Presence of Linearly Bounded Errors (Extended Abstract) | Javed A. Aslam, Aditi Dhagat |
| 1990 | COLT | Inferring Graphs from Walks. | Javed A. Aslam, Ronald L. Rivest |