| 2025 | KDD | Normalized Space Alignment: A Versatile Metric for Representation Analysis. | Danish Ebadulla, Aditya Gulati, Ambuj K. Singh |
| 2025 | KDD | Attribute-Enhanced Similarity Ranking for Sparse Link Prediction. | Joo Mattos, Zexi Huang, Mert Kosan, Ambuj K. Singh, Arlei Silva |
| 2025 | NAACL | GraphEval36K: Benchmarking Coding and Reasoning Capabilities of Large Language Models on Graph Datasets. | Qiming Wu, Zichen Chen, Will Corcoran, Misha Sra, Ambuj K. Singh |
| 2025 | WWW | Dynamic Gradient Influencing for Viral Marketing Using Graph Neural Networks. | Saurabh Sharma, Ambuj K. Singh |
| 2024 | AAAI | DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization. | Aritra Bhowmick, Mert Kosan, Zexi Huang, Ambuj K. Singh, Sourav Medya |
| 2024 | EMNLP | XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs. | Zichen Chen, Jianda Chen, Ambuj K. Singh, Misha Sra |
| 2024 | ICLR | GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking. | Mert Kosan, Samidha Verma, Burouj Armgaan, Khushbu Pahwa, Ambuj K. Singh, Sourav Medya, Sayan Ranu |
| 2024 | KDD | Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning. | Danqing Wang, Antonis Antoniades, Kha-Dinh Luong, Edwin Zhang, Mert Kosan, Jiachen Li, Ambuj K. Singh, William Yang Wang, Lei Li |
| 2023 | ICDE | Learning Deep Graph Representations via Convolutional Neural Networks (Extended abstract). | Wei Ye, Omid Askarisichani, Alex T. Jones, Ambuj K. Singh |
| 2023 | ICDE | Incorporating User's Preference into Attributed Graph Clustering : Extended abstract. | Wei Ye, Dominik Mautz, Christian Bhm, Ambuj K. Singh, Claudia Plant |
| 2023 | IJCAI | Learning Prototype Classifiers for Long-Tailed Recognition. | Saurabh Sharma, Yongqin Xian, Ning Yu, Ambuj K. Singh |
| 2023 | WSDM | Global Counterfactual Explainer for Graph Neural Networks. | Zexi Huang, Mert Kosan, Sourav Medya, Sayan Ranu, Ambuj K. Singh |
| 2022 | KDD | FlowGEN: A Generative Model for Flow Graphs. | Furkan Kocayusufoglu, Arlei Silva, Ambuj K. Singh |
| 2022 | KDD | Deep Representations for Time-varying Brain Datasets. | Sikun Lin, Shuyun Tang, Scott T. Grafton, Ambuj K. Singh |
| 2022 | WSDM | POLE: Polarized Embedding for Signed Networks. | Zexi Huang, Arlei Silva, Ambuj K. Singh |
| 2022 | WSDM | Multi-Resolution Attention for Personalized Item Search. | Furkan Kocayusufoglu, Tao Wu, Anima Singh, Georgios Roumpos, Heng-Tze Cheng, Sagar Jain, Ed H. Chi, Ambuj K. Singh |
| 2021 | AAAI | Group Testing on a Network. | Arlei Silva, Ambuj K. Singh |
| 2021 | AAAI | Learning Interpretable Models for Coupled Networks Under Domain Constraints. | Hongyuan You, Sikun Lin, Ambuj K. Singh |
| 2021 | ICLR | Combining Physics and Machine Learning for Network Flow Estimation. | Arlei Lopes da Silva, Furkan Kocayusufoglu, Saber Jafarpour, Francesco Bullo, Ananthram Swami, Ambuj K. Singh |
| 2021 | KDD | A Broader Picture of Random-walk Based Graph Embedding. | Zexi Huang, Arlei Silva, Ambuj K. Singh |
| 2020 | IJCAI | A Game Theoretic Approach For Core Resilience. | Sourav Medya, Tiyani Ma, Arlei Silva, Ambuj K. Singh |
| 2020 | SDM | DANR: Discrepancy-aware Network Regularization. | Hongyuan You, Furkan Kocayusufoglu, Ambuj K. Singh |
| 2019 | KDD | Fighting Opinion Control in Social Networks via Link Recommendation. | Victor Amelkin, Ambuj K. Singh |
| 2018 | ICDM | Summarizing Network Processes with Network-Constrained Boolean Matrix Factorization. | Furkan Kocayusufoglu, Minh X. Hoang, Ambuj K. Singh |
| 2018 | WWW | Spectral Algorithms for Temporal Graph Cuts. | Arlei Silva, Ambuj K. Singh, Ananthram Swami |
| 2018 | SDM | Group Centrality Maximization via Network Design. | Sourav Medya, Arlei Silva, Ambuj K. Singh, Prithwish Basu, Ananthram Swami |
| 2017 | ICDE | A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks. | Victor Amelkin, Petko Bogdanov, Ambuj K. Singh |
| 2017 | IM | Predictive modeling and scalability analysis for large graph analytics. | Sourav Medya, Ludmila Cherkasova, Ambuj K. Singh |
| 2017 | WWW | GPOP: Scalable Group-level Popularity Prediction for Online Content in Social Networks. | Minh X. Hoang, Xuan-Hong Dang, Xiang Wu, Zhenyu Yan, Ambuj K. Singh |
| 2017 | SDM | Subnetwork Mining with Spatial and Temporal Smoothness. | Xuan-Hong Dang, Hongyuan You, Ambuj K. Singh, Scott T. Grafton |
| 2016 | ICDM | Outlier Detection from Network Data with Subnetwork Interpretation. | Xuan-Hong Dang, Arlei Silva, Ambuj K. Singh, Ananthram Swami, Prithwish Basu |
| 2016 | ICDM | Towards Scalable Network Delay Minimization. | Sourav Medya, Petko Bogdanov, Ambuj K. Singh |
| 2016 | KDD | Graph Wavelets via Sparse Cuts. | Arlei Silva, Xuan-Hong Dang, Prithwish Basu, Ambuj K. Singh, Ananthram Swami |
| 2016 | WiOpt | Topology design under adversarial dynamics. | Ertugrul N. Ciftcioglu, Siddharth Pal, Kevin S. Chan, Derya H. Cansever, Ananthram Swami, Ambuj K. Singh, Prithwish Basu |
| 2015 | ICDE | Hierarchical in-network attribute compression via importance sampling. | Arlei Silva, Petko Bogdanov, Ambuj K. Singh |
| 2015 | ICDM | Learning Predictive Substructures with Regularization for Network Data. | Xuan-Hong Dang, Hongyuan You, Petko Bogdanov, Ambuj K. Singh |
| 2015 | WWW | Beyond Models: Forecasting Complex Network Processes Directly from Data. | Bruno Ribeiro, Minh X. Hoang, Ambuj K. Singh |
| 2014 | ICDE | Cloud service placement via subgraph matching. | Bo Zong, Ramya Raghavendra, Mudhakar Srivatsa, Xifeng Yan, Ambuj K. Singh, Kang-Won Lee |
| 2014 | INFOCOM | Structure and evolution of missed collaborations in large networks. | Minh X. Hoang, Ram Ramanathan, Ambuj K. Singh |
| 2014 | KDD | Towards scalable critical alert mining. | Bo Zong, Yinghui Wu, Jie Song, Ambuj K. Singh, Hasan am, Jiawei Han, Xifeng Yan |
| 2014 | SIGMOD | Answering top-k representative queries on graph databases. | Sayan Ranu, Minh X. Hoang, Ambuj K. Singh |
| 2014 | SIGMOD | Applications of Top-k Representative Queries. | Sayan Ranu, Minh X. Hoang, Ambuj K. Singh |
| 2013 | CIKM | Accurate and scalable nearest neighbors in large networks based on effective importance. | Petko Bogdanov, Ambuj K. Singh |
| 2013 | ICDE | Efficient tracking and querying for coordinated uncertain mobile objects. | Nicholas D. Larusso, Ambuj K. Singh |
| 2013 | ICDM | Mining Evolving Network Processes. | Misael Mongiov, Petko Bogdanov, Ambuj K. Singh |
| 2013 | KDD | Mining discriminative subgraphs from global-state networks. | Sayan Ranu, Minh X. Hoang, Ambuj K. Singh |
| 2013 | SDM | NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks. | Petko Bogdanov, Christos Faloutsos, Misael Mongiov, Evangelos E. Papalexakis, Razvan Ranca, Ambuj K. Singh |
| 2012 | EDBT | Indexing and mining topological patterns for drug discovery. | Sayan Ranu, Ambuj K. Singh |
| 2012 | EDBT | SIMP: accurate and efficient near neighbor search in high dimensional spaces. | Vishwakarma Singh, Ambuj K. Singh |
| 2012 | ICDM | Inferring the Underlying Structure of Information Cascades. | Bo Zong, Yinghui Wu, Ambuj K. Singh, Xifeng Yan |
| 2012 | INFOCOM | Efficient multicasting for delay tolerant networks using graph indexing. | Misael Mongiov, Ambuj K. Singh, Xifeng Yan, Bo Zong, Konstantinos Psounis |
| 2012 | SIGMOD | SigSpot: mining significant anomalous regions from time-evolving networks (abstract only). | Misael Mongiov, Petko Bogdanov, Razvan Ranca, Ambuj K. Singh, Evangelos E. Papalexakis, Christos Faloutsos |
| 2011 | EDBT | Synopses for probabilistic data over large domains. | Nicholas D. Larusso, Ambuj K. Singh |
| 2011 | ICDM | Mining Heavy Subgraphs in Time-Evolving Networks. | Petko Bogdanov, Misael Mongiov, Ambuj K. Singh |
| 2011 | SIGMOD | Assessing and ranking structural correlations in graphs. | Ziyu Guan, Jian Wu, Qing Zhang, Ambuj K. Singh, Xifeng Yan |
| 2011 | SRDS | Analyzing Performance of Lease-Based Schemes under Failures. | Roman Vitenberg, Dmitry Zinenko, Kristian Kvilekval, Ambuj K. Singh |
| 2010 | EDBT | Querying spatial patterns. | Vishwakarma Singh, Arnab Bhattacharya, Ambuj K. Singh |
| 2010 | GRC | Geo-clustering of Images with Missing GeoTags. | Vishwakarma Singh, Sharath Venkatesha, Ambuj K. Singh |
| 2010 | ICDM | Towards Community Discovery in Signed Collaborative Interaction Networks. | Petko Bogdanov, Nicholas D. Larusso, Ambuj K. Singh |
| 2010 | SSDBM | Finding Top-k Similar Pairs of Objects Annotated with Terms from an Ontology. | Arnab Bhattacharya, Abhishek Bhowmick, Ambuj K. Singh |
| 2009 | ICDE | GraphSig: A Scalable Approach to Mining Significant Subgraphs in Large Graph Databases. | Sayan Ranu, Ambuj K. Singh |
| 2008 | ICDE | Top-k Spatial Joins of Probabilistic Objects. | Vebjorn Ljosa, Ambuj K. Singh |
| 2008 | SIGMOD | Graphs-at-a-time: query language and access methods for graph databases. | Huahai He, Ambuj K. Singh |
| 2008 | SSDBM | Efficient Computation of Statistical Significance of Query Results in Databases. | Vishwakarma Singh, Arnab Bhattacharya, Ambuj K. Singh |
| 2007 | ICDE | APLA: Indexing Arbitrary Probability Distributions. | Vebjorn Ljosa, Ambuj K. Singh |
| 2007 | ICDM | Efficient Algorithms for Mining Significant Substructures in Graphs with Quality Guarantees. | Huahai He, Ambuj K. Singh |
| 2007 | VLDB | MIST: Distributed Indexing and Querying in Sensor Networks using Statistical Models. | Arnab Bhattacharya, Anand Meka, Ambuj K. Singh |
| 2006 | EDBT | Indexing Spatially Sensitive Distance Measures Using Multi-resolution Lower Bounds. | Vebjorn Ljosa, Arnab Bhattacharya, Ambuj K. Singh |
| 2006 | EDBT | Distributed Spatial Clustering in Sensor Networks. | Anand Meka, Ambuj K. Singh |
| 2006 | ICDE | Closure-Tree: An Index Structure for Graph Queries. | Huahai He, Ambuj K. Singh |
| 2006 | ICDE | LB-Index: A Multi-Resolution Index Structure for Images. | Vebjorn Ljosa, Arnab Bhattacharya, Ambuj K. Singh |
| 2006 | ICDM | GraphRank: Statistical Modeling and Mining of Significant Subgraphs in the Feature Space. | Huahai He, Ambuj K. Singh |
| 2006 | ICDM | Probabilistic Segmentation and Analysis of Horizontal Cells. | Vebjorn Ljosa, Ambuj K. Singh |
| 2005 | CIKM | Scalable ranking for preference queries. | Ying Feng, Divyakant Agrawal, Amr El Abbadi, Ambuj K. Singh |
| 2005 | CIKM | DIST: a distributed spatio-temporal index structure for sensor networks. | Anand Meka, Ambuj K. Singh |
| 2005 | ICDE | A Unified Framework for Monitoring Data Streams in Real Time. | Ahmet Bulut, Ambuj K. Singh |
| 2005 | ICDM | ViVo: Visual Vocabulary Construction for Mining Biomedical Images. | Arnab Bhattacharya, Vebjorn Ljosa, Jia-Yu Pan, Mark R. Verardo, Hyung-Jeong Yang, Christos Faloutsos, Ambuj K. Singh |
| 2005 | KDD | Analysis of protein-protein interaction networks using random walks. | Tolga Can, Orhan amoglu, Ambuj K. Singh |
| 2004 | CoopIS | SPREE: Object Prefetching for Mobile Computers. | Kristian Kvilekval, Ambuj K. Singh |
| 2004 | ECOOP | Increasing Concurrency in Databases Using Program Analysis. | Roman Vitenberg, Kristian Kvilekval, Ambuj K. Singh |
| 2004 | PSB | ProGreSS: Simultaneous Searching of Protein Databases by Sequence and Structure. | Arnab Bhattacharya, Tolga Can, Tamer Kahveci, Ambuj K. Singh, Yuan-Fang Wang |
| 2003 | ICDE | SWAT: Hierarchical Stream Summarization in Large Networks. | Ahmet Bulut, Ambuj K. Singh |
| 2003 | ICDE | Joining Massive High-Dimensional Datasets. | Tamer Kahveci, Christian A. Lang, Ambuj K. Singh |
| 2003 | ICDE | Fast alignment of large genome databases. | Tamer Kahveci, Ambuj K. Singh |
| 2003 | ISMB | PSI: indexing protein structures for fast similarity search. | Orhan amoglu, Tamer Kahveci, Ambuj K. Singh |
| 2003 | ISMB | Deriving phylogenetic trees from the similarity analysis of metabolic pathways. | Maureen Heymans, Ambuj K. Singh |
| 2003 | PSB | MAP: Searching Large Genome Databases. | Tamer Kahveci, Ambuj K. Singh |
| 2002 | ICDE | An Efficient Index Structure for Shift and Scale Invariant Search of Multi-Attribute Time Sequences. | Tamer Kahveci, Ambuj K. Singh, Aliekber Grel |
| 2002 | SSDBM | Similarity Searching for Multi-Attribute Sequences. | Tamer Kahveci, Ambuj K. Singh, Aliekber Grel |
| 2002 | SSDBM | Accelerating High-Dimensional Nearest Neighbor Queries. | Christian A. Lang, Ambuj K. Singh |
| 2001 | ICDE | Variable Length Queries for Time Series Data. | Tamer Kahveci, Ambuj K. Singh |
| 2001 | SIGMOD | Modeling High-Dimensional Index Structures using Sampling. | Christian A. Lang, Ambuj K. Singh |
| 2001 | VLDB | Efficient Index Structures for String Databases. | Tamer Kahveci, Ambuj K. Singh |
| 2000 | PODC | Stable and fault-tolerant object allocation. | Gregory F. Johnson, Ambuj K. Singh |
| 1999 | ECOOP | Dynamic Query-Based Debugging. | Raimondas Lencevicius, Urs Hlzle, Ambuj K. Singh |
| 1999 | ICDT | Optimal Dynamic Range Searching in Non-replicating Index Structures. | Kothuri Venkata Ravi Kanth, Ambuj K. Singh |
| 1999 | PODC | External Logging on a Logical Ring. | Jerry James, Ambuj K. Singh |
| 1998 | SIGMOD | Dimensionality Reduction for Similarity Searching in Dynamic Databases. | Kothuri Venkata Ravi Kanth, Divyakant Agrawal, Ambuj K. Singh |
| 1997 | ER | A Java-Based Framework for Processing Distributed Objects. | Daniel Wu, Divyakant Agrawal, Amr El Abbadi, Ambuj K. Singh |
| 1997 | ICDCS | Online Replication of Shared Variables. | Athanassios S. Poulakidas, Ambuj K. Singh |
| 1997 | IDEAS | Indexing Non-Uniform Spatial Data. | Kothuri Venkata Ravi Kanth, Amr El Abbadi, Divyakant Agrawal, Ambuj K. Singh |
| 1997 | OOPSLA | Query-Based Debugging of Object-Oriented Programs. | Raimondas Lencevicius, Urs Hlzle, Ambuj K. Singh |
| 1997 | PODC | Fault Tolerance Bounds for Memory Consistency. | Jerry James, Ambuj K. Singh |
| 1997 | SAC | A brief survey of tertiary storage systems and research. | Sunil Prabhakar, Divyakant Agrawal, Amr El Abbadi, Ambuj K. Singh |
| 1997 | SIGMOD | Efficient View Maintenance at Data Warehouses. | Divyakant Agrawal, Amr El Abbadi, Ambuj K. Singh, Tolga Yurek |
| 1996 | CIKM | Efficient Retrieval for Browsing Large Image Databases. | Daniel Wu, Divyakant Agrawal, Amr El Abbadi, Ambuj K. Singh, Terence R. Smith |
| 1996 | CONCUR | The Impact of Hardware Models on Shared Memory Consistency Conditions. | Jerry James, Ambuj K. Singh |
| 1996 | PIMRC | Efficient distributed algorithms for dynamic channel assignment. | Manhoi Choy, Ambuj K. Singh |
| 1995 | PODC | Complete Implementations for Shared Memory Consistency Conditions (Abstract). | Jerry James, Ambuj K. Singh |
| 1994 | HPDC | Investigating Weak Memories Using Maya. | Divyakant Agrawal, Manhoi Choy, Hong Va Leong, Ambuj K. Singh |
| 1994 | PADS | Maya: a simulation platform for distributed shared memories. | Divyakant Agrawal, Manhoi Choy, Hong Va Leong, Ambuj K. Singh |
| 1994 | PODC | Mixed Consistency: A Model for Parallel Programming (Extended Abstract). | Divyakant Agrawal, Manhoi Choy, Hong Va Leong, Ambuj K. Singh |
| 1993 | PODC | Adaptive Solutions to the Mutual Exclusion Problem (Extended Abstract). | Manhoi Choy, Ambuj K. Singh |
| 1992 | STOC | Efficient Fault Tolerant Algorithms for Resource Allocation in Distributed Systems | Manhoi Choy, Ambuj K. Singh |
| 1991 | ICCI | A Formal Description of the IC | B. Gopinath, Ambuj K. Singh, Prem Uppaluru |
| 1991 | ICDCS | Parallel programming: achieving portability through abstraction. | Ying Liu, Ambuj K. Singh |
| 1990 | ICCI | An Axiomatization of Wait-Freedom and Low-Atomicity. | Ambuj K. Singh |
| 1987 | PODC | The Elusive Atomic Register Revisited. | Ambuj K. Singh, James H. Anderson, Mohamed G. Gouda |