| 2025 | COMPSAC | CKH: Causal Knowledge Hierarchy for Estimating Structural Causal Models from Data and Priors. | Riddhiman Adib, Md Mobasshir Arshed Naved, Chih-Hao Fang, Md. Osman Gani, Ananth Grama, Paul M. Griffin, Uzma Hasan, Sheikh Iqbal Ahamed, Mohammad Adibuzzaman |
| 2025 | ICLR | No Free Lunch: Fundamental Limits of Learning Non-Hallucinating Generative Models. | Changlong Wu, Ananth Grama, Wojciech Szpankowski |
| 2025 | ICML | From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications. | Ajay Kumar Jaiswal, Yifan Wang, Lu Yin, Shiwei Liu, Runjin Chen, Jiawei Zhao, Ananth Grama, Yuandong Tian, Zhangyang Wang |
| 2024 | ICML | A Theory of Fault-Tolerant Learning. | Changlong Wu, Yifan Wang, Ananth Grama |
| 2023 | COLT | Online Learning in Dynamically Changing Environments. | Changlong Wu, Ananth Grama, Wojciech Szpankowski |
| 2023 | ICML | Learning Functional Distributions with Private Labels. | Changlong Wu, Yifan Wang, Ananth Grama, Wojciech Szpankowski |
| 2022 | AAAI | Toward Physically Realizable Quantum Neural Networks. | Mohsen Heidari, Ananth Grama, Wojciech Szpankowski |
| 2022 | ISIT | Sequential vs. Fixed Design Regrets in Online Learning. | Changlong Wu, Mohsen Heidari, Ananth Grama, Wojciech Szpankowski |
| 2021 | ICIP | Identifying Coherent Subgraphs In Dynamic Brain Networks. | Vikram Ravindra, Geoffrey Sanders, Ananth Grama |
| 2021 | SIGMOD | De-anonymization Attacks on Neuroimaging Datasets. | Vikram Ravindra, Ananth Grama |
| 2020 | IJCAI | Characterizing Similarity of Visual Stimulus from Associated Neuronal Response. | Vikram Ravindra, Ananth Grama |
| 2020 | SC | Newton-ADMM: a distributed GPU-accelerated optimizer for multiclass classification problems. | Chih-Hao Fang, Sudhir B. Kylasa, Fred Roosta, Michael W. Mahoney, Ananth Grama |
| 2019 | SDM | GPU Accelerated Sub-Sampled Newton's Method for Convex Classification Problems. | Sudhir B. Kylasa, Fred (Farbod) Roosta, Michael W. Mahoney, Ananth Grama |
| 2018 | ISIT | Randomized Linear Algebra Approaches to Estimate the Von Neumann Entropy of Density Matrices. | Eugenia-Maria Kontopoulou, Ananth Grama, Wojciech Szpankowski, Petros Drineas |
| 2018 | WWW | Low Rank Spectral Network Alignment. | Huda Nassar, Nate Veldt, Shahin Mohammadi, Ananth Grama, David F. Gleich |
| 2017 | COMSNETS | Suitability of NoSQL systems - Cassandra and ScyllaDB - For IoT workloads. | Ashraf Mahgoub, Sachandhan Ganesh, Folker Meyer, Ananth Grama, Somali Chaterji |
| 2017 | ICDCS | Distributed Fault Tolerant Linear System Solvers Based on Erasure Coding. | Xuejiao Kang, David F. Gleich, Ahmed H. Sameh, Ananth Grama |
| 2017 | ISIT | Recovery of vertex orderings in dynamic graphs. | Abram Magner, Ananth Grama, Jithin K. Sreedharan, Wojciech Szpankowski |
| 2017 | Middleware | Rafiki: a middleware for parameter tuning of NoSQL datastores for dynamic metagenomics workloads. | Ashraf Mahgoub, Paul Wood, Sachandhan Ganesh, Subrata Mitra, Wolfgang Gerlach, Travis Harrison, Folker Meyer, Ananth Grama, Saurabh Bagchi, Somali Chaterji |
| 2016 | COMSNETS | Fast training on large genomics data using distributed Support Vector Machines. | Nawanol Theera-Ampornpunt, Seong Gon Kim, Asish Ghoshal, Saurabh Bagchi, Ananth Grama, Somali Chaterji |
| 2016 | ICDM | Context-Specific Recommendation System for Predicting Similar PubMed Articles. | Shahin Mohammadi, Sudhir B. Kylasa, Giorgios Kollias, Ananth Grama |
| 2016 | KDD | Efficient Processing of Network Proximity Queries via Chebyshev Acceleration. | Mustafa Coskun, Ananth Grama, Mehmet Koyutrk |
| 2012 | PSB | Role of Synthetic Genetic Interactions in Understanding Functional Interactions Among Pathways. | Shahin Mohammadi, Giorgios Kollias, Ananth Grama |
| 2010 | CLUSTER | Asynchronous Algorithms in MapReduce. | Karthik Kambatla, Naresh Rapolu, Suresh Jagannathan, Ananth Grama |
| 2010 | ISPDC | Performance Models for the Spike Banded Linear System Solver. | Murat Manguoglu, Faisal Saied, Ahmed H. Sameh, Ananth Grama |
| 2008 | ECCB | Functional coherence in domain interaction networks. | Jayesh Pandey, Mehmet Koyutrk, Shankar Subramaniam, Ananth Grama |
| 2008 | HiPC | Scalable Data Collection in Sensor Networks. | Asad Awan, Suresh Jagannathan, Ananth Grama |
| 2008 | PSB | Annotating Pathways of Interaction Networks. | Jayesh Pandey, Mehmet Koyutrk, Wojciech Szpankowski, Ananth Grama |
| 2008 | SAC | PHALANX: a graph-theoretic framework for test case prioritization. | Murali Krishna Ramanathan, Mehmet Koyutrk, Ananth Grama, Suresh Jagannathan |
| 2008 | SAS | Protocol Inference Using Static Path Profiles. | Murali Krishna Ramanathan, Koushik Sen, Ananth Grama, Suresh Jagannathan |
| 2007 | EuroSys | Macroprogramming heterogeneous sensor networks using cosmos. | Asad Awan, Suresh Jagannathan, Ananth Grama |
| 2007 | ICCS | Building Verifiable Sensing Applications Through Temporal Logic Specification. | Asad Awan, Ahmed H. Sameh, Suresh Jagannathan, Ananth Grama |
| 2007 | ICSE | Path-Sensitive Inference of Function Precedence Protocols. | Murali Krishna Ramanathan, Ananth Grama, Suresh Jagannathan |
| 2007 | ISMB | Functional annotation of regulatory pathways. | Jayesh Pandey, Mehmet Koyutrk, Yohan Kim, Wojciech Szpankowski, Shankar Subramaniam, Ananth Grama |
| 2007 | PLDI | Static specification inference using predicate mining. | Murali Krishna Ramanathan, Ananth Grama, Suresh Jagannathan |
| 2006 | FASE | Trace-Based Memory Aliasing Across Program Versions. | Murali Krishna Ramanathan, Suresh Jagannathan, Ananth Grama |
| 2006 | ICCS | The Omni Macroprogramming Environment for Sensor Networks. | Asad Awan, Ahmed H. Sameh, Ananth Grama |
| 2006 | RECOMB | Assessing Significance of Connectivity and Conservation in Protein Interaction Networks. | Mehmet Koyutrk, Ananth Grama, Wojciech Szpankowski |
| 2005 | ICCS | High-Fidelity Simulation of Large-Scale Structures. | Christoph Hoffmann, Ahmed H. Sameh, Ananth Grama |
| 2005 | RECOMB | Pairwise Local Alignment of Protein Interaction Networks Guided by Models of Evolution. | Mehmet Koyutrk, Ananth Grama, Wojciech Szpankowski |
| 2005 | SECON | Redundant reader elimination in RFID systems. | Bogdan Carbunar, Murali Krishna Ramanathan, Mehmet Koyutrk, Christoph Hoffmann, Ananth Grama |
| 2004 | HiPC | Plethora: An EfficientWide-Area Storage System. | Ronaldo A. Ferreira, Ananth Grama, Suresh Jagannathan |
| 2004 | HiPC | Parallel Performance of Hierarchical Multipole Algorithms for Inductance Extraction. | Hemant Mahawar, Vivek Sarin, Ananth Grama |
| 2004 | ICCS | Model Reduction of Large-Scale Dynamical Systems. | Athanasios C. Antoulas, Danny C. Sorensen, Kyle A. Gallivan, Paul Van Dooren, Ananth Grama, Christoph Hoffmann, Ahmed H. Sameh |
| 2004 | ICDCS | Extended Consistent Hashing: An Efficient Framework for Object Location. | Shan Lei, Ananth Grama |
| 2004 | ICPADS | Distributed and Dynamic Voronoi Overlays for Coverage Detection and Distributed Hash Tables in Ad-Hoc Networks. | Bogdan Carbunar, Ananth Grama, Jan Vitek |
| 2004 | ICPADS | Enhancing Locality in Structured Peer-to-Peer Networks. | Ronaldo A. Ferreira, Suresh Jagannathan, Ananth Grama |
| 2004 | IPCCC | A public key algorithm for ad-hoc networks. | Bogdan Carbunar, Ananth Grama, Jan Vitek |
| 2004 | ICS | Impact of far-field interactions on performance of multipole-based preconditioners for sparse linear systems. | Ananth Grama, Vivek Sarin |
| 2004 | ISMB | An efficient algorithm for detecting frequent subgraphs in biological networks. | Mehmet Koyutrk, Ananth Grama, Wojciech Szpankowski |
| 2004 | SDM | Conquest: A Distributed Tool for Constructing Summaries of High-Dimensional Discrete Attribute Data Sets. | Jie Chi, Mehmet Koyutrk, Ananth Grama |
| 2004 | SECON | Coverage preserving redundancy elimination in sensor networks. | Bogdan Carbunar, Ananth Grama, Jan Vitek, Octavian Carbunar |
| 2003 | GLOBECOM | An IP address based caching scheme for peer-to-peer networks. | Ronaldo A. Ferreira, Ananth Grama, Suresh Jagannathan |
| 2003 | ICDE | Spectral LPM: An Optimal Locality-Preserving Mapping using the Spectral (not Fractal) Order. | Mohamed F. Mokbel, Walid G. Aref, Ananth Grama |
| 2003 | INFOCOM | Adaptive Data Structures for IP Lookups. | Ioannis Ioannidis, Ananth Grama, Mikhail J. Atallah |
| 2003 | KDD | PROXIMUS: a framework for analyzing very high dimensional discrete-attributed datasets. | Mehmet Koyutrk, Ananth Grama |
| 2002 | DCC | Semi-discrete Matrix Transforms (SDD) for Image and Video Compression. | Sacha Zyto, Ananth Grama, Wojciech Szpankowski |
| 2002 | GECCO | Oceanus: A Distributed Web-Based Framework for Execution of Genetic Algorithms. | Jie Chi, Alok R. Chaturvedi, Ananth Grama, Shailendra Raj Mehta |
| 2002 | ICPP | MOBY - A Mobile Peer-to-Peer Service and Data Network. | Tzvetan Horozov, Ananth Grama, Venu Vasudevan, Sean Landis |
| 2002 | ICPP | A Secure Protocol for Computing Dot-Products in Clustered and Distributed Environments. | Ioannis Ioannidis, Ananth Grama, Mikhail J. Atallah |
| 2001 | DCC | Real-Time Decompression of Streaming Video Using Mobile Code. | Ananth Grama, David Meyer, Wojciech Szpankowski |
| 2001 | ICCS | Architecture Independent Analysis of Parallel Programs. | Ananth Grama, Vipin Kumar, Sanjay Ranka, Vineet Singh |
| 2000 | DCC | Summary Structures for Frequency Queries on Large Transaction Sets. | Dow-Yung Yang, Akshay Johar, Ananth Grama, Wojciech Szpankowski |
| 1999 | DCC | 2D-Pattern Matching Image and Video Compression. | Marc Alzina, Wojciech Szpankowski, Ananth Grama |
| 1999 | SC | Bounded-Error Compression of Particle Data from Hierarchical Approximate Methods. | Dow-Yung Yang, Ananth Grama, Vivek Sarin |
| 1998 | HiPC | Improving error bounds for multipole-based treecodes. | Ananth Grama, Vivek Sarin, Ahmed H. Sameh |
| 1998 | SC | Analyzing the Error Bounds of Multipole-Based Treecodes. | Vivek Sarin, Ananth Grama, Ahmed H. Sameh |
| 1996 | SC | Parallel Hierarchical Solvers and Preconditioners for Boundary Element Methods. | Ananth Grama, Vipin Kumar, Ahmed H. Sameh |
| 1995 | SC | Parallel Matrix-Vector Product Using Approximate Hierarchical Methods. | Ananth Grama, Vipin Kumar, Ahmed H. Sameh |
| 1994 | SC | Scalable parallel formulations of the Barnes-Hut method for | Ananth Grama, Vipin Kumar, Ahmed H. Sameh |
| 1992 | SC | Scalability Analysis of Partitioning Strategies for Finite Element Graphs: A Summary of Results. | Ananth Grama, Vipin Kumar |