| 2026 | ICDE | Living Databases: A Unified Model for Continuous Schema Evolution, Versioning, and Transformations. | Amol Deshpande |
| 2025 | CIDR | Beyond Relations: A Case for Elevating to the Entity-Relationship Abstraction. | Amol Deshpande |
| 2025 | ICDE | Optimizing Queries with Many-to-Many Joins. | Hasara Kalumin, Amol Deshpande |
| 2021 | CIDR | Sypse: Privacy-first Data Management through Pseudonymization and Partitioning. | Amol Deshpande |
| 2019 | CIKM | CRUX: Adaptive Querying for Efficient Crowdsourced Data Extraction. | Theodoros Rekatsinas, Amol Deshpande, Aditya G. Parameswaran |
| 2019 | ICDE | Understanding Data Science Lifecycle Provenance via Graph Segmentation and Summarization. | Hui Miao, Amol Deshpande |
| 2018 | ICDE | RStore: A Distributed Multi-Version Document Store. | Souvik Bhattacherjee, Amol Deshpande |
| 2017 | CLOUD | RStore: efficient multiversion document management in the cloud. | Souvik Bhattacherjee, Amol Deshpande |
| 2017 | ICDE | Towards Unified Data and Lifecycle Management for Deep Learning. | Hui Miao, Ang Li, Larry S. Davis, Amol Deshpande |
| 2017 | ICDE | ModelHub: Deep Learning Lifecycle Management. | Hui Miao, Ang Li, Larry S. Davis, Amol Deshpande |
| 2017 | ICDE | Parallel SPARQL Query Optimization. | Buwen Wu, Yongluan Zhou, Hai Jin, Amol Deshpande |
| 2017 | NDSS | Catching Worms, Trojan Horses and PUPs: Unsupervised Detection of Silent Delivery Campaigns. | Bum Jun Kwon, Virinchi Srinivas, Amol Deshpande, Tudor Dumitras |
| 2017 | SIGMOD | On Model Discovery For Hosted Data Science Projects. | Hui Miao, Ang Li, Larry S. Davis, Amol Deshpande |
| 2017 | SIGMOD | DEX: Query Execution in a Delta-based Storage System. | Amit Chavan, Amol Deshpande |
| 2017 | SIGMOD | ProvDB: Lifecycle Management of Collaborative Analysis Workflows. | Hui Miao, Amit Chavan, Amol Deshpande |
| 2017 | SIGMOD | Extracting and Analyzing Hidden Graphs from Relational Databases. | Konstantinos Xirogiannopoulos, Amol Deshpande |
| 2016 | EDBT | Storing and Analyzing Historical Graph Data at Scale. | Udayan Khurana, Amol Deshpande |
| 2016 | SIGMOD | NScaleSpark: subgraph-centric graph analytics on Apache Spark. | Abdul Quamar, Amol Deshpande |
| 2016 | SIGMOD | SourceSight: Enabling Effective Source Selection. | Theodoros Rekatsinas, Amol Deshpande, Xin Luna Dong, Lise Getoor, Divesh Srivastava |
| 2016 | SIGMOD | Big Graph Analytics Systems. | Da Yan, Yingyi Bu, Yuanyuan Tian, Amol Deshpande, James Cheng |
| 2015 | CIDR | DataHub: Collaborative Data Science & Dataset Version Management at Scale. | Anant P. Bhardwaj, Souvik Bhattacherjee, Amit Chavan, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran |
| 2014 | EDBT | Optimization Techniques for "Scaling Down" Hadoop on Multi-Core, Shared-Memory Systems. | K. Ashwin Kumar, Jonathan Gluck, Amol Deshpande, Jimmy Lin |
| 2014 | ICDE | Subgraph pattern matching over uncertain graphs with identity linkage uncertainty. | Walaa Eldin Moustafa, Angelika Kimmig, Amol Deshpande, Lise Getoor |
| 2014 | SIGMOD | EAGr: supporting continuous ego-centric aggregate queries over large dynamic graphs. | Jayanta Mondal, Amol Deshpande |
| 2014 | SODA | Approximation Algorithms for Stochastic Boolean Function Evaluation and Stochastic Submodular Set Cover. | Amol Deshpande, Lisa Hellerstein, Devorah Kletenik |
| 2014 | SSDBM | PStore: an efficient storage framework for managing scientific data. | Souvik Bhattacherjee, Amol Deshpande, Alan Sussman |
| 2013 | EDBT | SWORD: scalable workload-aware data placement for transactional workloads. | Abdul Quamar, K. Ashwin Kumar, Amol Deshpande |
| 2013 | ICDE | Efficient snapshot retrieval over historical graph data. | Udayan Khurana, Amol Deshpande |
| 2013 | ICDM | An Integer Programming Approach to Temporal Pattern Matching Queries. | Megan Monroe, Amol Deshpande |
| 2013 | SIGMOD | HiNGE: enabling temporal network analytics at scale. | Udayan Khurana, Amol Deshpande |
| 2013 | SIGMOD | GRDB: a system for declarative and interactive analysis of noisy information networks. | Walaa Eldin Moustafa, Hui Miao, Amol Deshpande, Lise Getoor |
| 2012 | ICDE | Ego-centric Graph Pattern Census. | Walaa Eldin Moustafa, Amol Deshpande, Lise Getoor |
| 2012 | SIGMOD | Managing large dynamic graphs efficiently. | Jayanta Mondal, Amol Deshpande |
| 2012 | SIGMOD | Local structure and determinism in probabilistic databases. | Theodoros Rekatsinas, Amol Deshpande, Lise Getoor |
| 2012 | SIGMETRICS | Saving on cooling: the thermal scheduling problem. | Koyel Mukherjee, Samir Khuller, Amol Deshpande |
| 2011 | FOCS | Maximizing Expected Utility for Stochastic Combinatorial Optimization Problems. | Jian Li, Amol Deshpande |
| 2011 | ICDE | Declarative analysis of noisy information networks. | Walaa Eldin Moustafa, Galileo Namata, Amol Deshpande, Lise Getoor |
| 2011 | SIGMOD | Sensitivity analysis and explanations for robust query evaluation in probabilistic databases. | Bhargav Kanagal, Jian Li, Amol Deshpande |
| 2010 | ICDT | Increasing representational power and scaling reasoning in probabilistic databases. | Amol Deshpande |
| 2010 | INFOCOM | On Computing Compression Trees for Data Collection in Wireless Sensor Networks. | Jian Li, Amol Deshpande, Samir Khuller |
| 2010 | SIGMOD | Lineage processing over correlated probabilistic databases. | Bhargav Kanagal, Amol Deshpande |
| 2009 | ICDE | Efficient Query Evaluation over Temporally Correlated Probabilistic Streams. | Bhargav Kanagal, Amol Deshpande |
| 2009 | ICDE | Minimizing Communication Cost in Distributed Multi-query Processing. | Jian Li, Amol Deshpande, Samir Khuller |
| 2009 | PODS | Consensus answers for queries over probabilistic databases. | Jian Li, Amol Deshpande |
| 2009 | SIGMOD | Indexing correlated probabilistic databases. | Bhargav Kanagal, Amol Deshpande |
| 2009 | UAI | Bisimulation-based Approximate Lifted Inference. | Prithviraj Sen, Amol Deshpande, Lise Getoor |
| 2008 | EWSN | Predictive Modeling-Based Data Collection in Wireless Sensor Networks. | Lidan Wang, Amol Deshpande |
| 2008 | ICDE | Flow Algorithms for Parallel Query Optimization. | Amol Deshpande, Lisa Hellerstein |
| 2008 | ICDE | Online Filtering, Smoothing and Probabilistic Modeling of Streaming data. | Bhargav Kanagal, Amol Deshpande |
| 2008 | ICDE | Network-Aware Join Processing in Global-Scale Database Federations. | Xiaodan Wang, Randal C. Burns, Andreas Terzis, Amol Deshpande |
| 2008 | LATIN | Energy Efficient Monitoring in Sensor Networks. | Amol Deshpande, Samir Khuller, Azarakhsh Malekian, Mohammed Toossi |
| 2007 | ICDE | Representing and Querying Correlated Tuples in Probabilistic Databases. | Prithviraj Sen, Amol Deshpande |
| 2007 | ICDM | Representing Tuple and Attribute Uncertainty in Probabilistic Databases. | Prithviraj Sen, Amol Deshpande, Lise Getoor |
| 2007 | VLDB | Probabilistic Graphical Models and their Role in Databases. | Amol Deshpande, Sunita Sarawagi |
| 2007 | VLDB | Adaptive query processing: Why, How, When, and What Next? | Zachary G. Ives, Amol Deshpande, Vijayshankar Raman |
| 2006 | ICDE | Approximate Data Collection in Sensor Networks using Probabilistic Models. | David Chu, Amol Deshpande, Joseph M. Hellerstein, Wei Hong |
| 2006 | PODS | Flow algorithms for two pipelined filter ordering problems. | Anne Condon, Amol Deshpande, Lisa Hellerstein, Ning Wu |
| 2006 | SIGMOD | Adaptive query processing: why, how, when, what next. | Amol Deshpande, Joseph M. Hellerstein, Vijayshankar Raman |
| 2006 | SIGMOD | MauveDB: supporting model-based user views in database systems. | Amol Deshpande, Samuel Madden |
| 2005 | CIDR | Using Probabilistic Models for Data Management in Acquisitional Environments. | Amol Deshpande, Carlos Guestrin, Samuel Madden |
| 2005 | ICDE | Exploiting Correlated Attributes in Acquisitional Query Processing. | Amol Deshpande, Carlos Guestrin, Wei Hong, Samuel Madden |
| 2004 | VLDB | Model-Driven Data Acquisition in Sensor Networks. | Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong |
| 2004 | VLDB | Lifting the Burden of History from Adaptive Query Processing. | Amol Deshpande, Joseph M. Hellerstein |
| 2003 | CIDR | TelegraphCQ: Continuous Dataflow Processing for an Uncertain World. | Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Sailesh Krishnamurthy, Samuel Madden, Vijayshankar Raman, Frederick Reiss, Mehul A. Shah |
| 2003 | ICDE | Using State Modules for Adaptive Query Processing. | Vijayshankar Raman, Amol Deshpande, Joseph M. Hellerstein |
| 2003 | SIGMOD | TelegraphCQ: Continuous Dataflow Processing. | Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Sailesh Krishnamurthy, Samuel Madden, Frederick Reiss, Mehul A. Shah |
| 2003 | SIGMOD | Cache-and-Query for Wide Area Sensor Databases. | Amol Deshpande, Suman Nath, Phillip B. Gibbons, Srinivasan Seshan |
| 2003 | SIGMOD | IrisNet: Internet-scale Resource-Intensive Sensor Services. | Amol Deshpande, Suman Nath, Phillip B. Gibbons, Srinivasan Seshan |
| 2003 | VLDB | IrisNet: An Architecture for Internet-scale Sensing Services. | Suman Nath, Amol Deshpande, Yan Ke, Phillip B. Gibbons, Brad Karp, Srinivasan Seshan |
| 2002 | ICDE | Decoupled Query Optimization for Federated Database Systems. | Amol Deshpande, Joseph M. Hellerstein |
| 2001 | SIGMOD | Independence is Good: Dependency-Based Histogram Synopses for High-Dimensional Data. | Amol Deshpande, Minos N. Garofalakis, Rajeev Rastogi |
| 2001 | UAI | Efficient Stepwise Selection in Decomposable Models. | Amol Deshpande, Minos N. Garofalakis, Michael I. Jordan |