A System for Parallel Programming. - Karsten Schwan; Rajiv Ramnath; Sridhar Vasudevan; David M. Ogle (ICSE, 1987)

A Language and System for the Construction and Tuning of Parallel Programs. - Karsten Schwan; Rajiv Ramnath; Sridhar Vasudevan; David M. Ogle (IEEE Trans. Software Eng., 1988)

Data base design for real-time adaptations. - Prabha Gopinath; Rajiv Ramnath; Karsten Schwan (J. Syst. Softw., 1992)

NIIIP-SMART: an investigation of distributed object approaches to support MES development and deployment in a virtual enterprise. - John Barry; Manuel Aparicio IV; Timothy Durniak; Peter Herman; Jagan Karuturi; Charles Woods; Charles Gilman; Herman Lam; Rajiv Ramnath (EDOC, 1998)

Project ExScal (Short Abstract). - Anish Arora; Rajiv Ramnath; Prasun Sinha; Emre Ertin; Sandip Bapat; Vinayak Naik; Vinod Kulathumani; Hongwei Zhang 001; Mukundan Sridharan; Santosh Kumar 001; Hui Cao 001; Nick Seddon; et al. (DCOSS, 2005)

PFAST: an eclipse-based integrated tool workbench for facilities design. - Thomas Mampilly; Rajiv Ramnath; Shahrukh A. Irani (eTX, 2005)

ExScal: Elements of an Extreme Scale Wireless Sensor Network. - Anish Arora; Rajiv Ramnath; Emre Ertin; Prasun Sinha; Sandip Bapat; Vinayak Naik; Vinod Kulathumani; Hongwei Zhang 001; Hui Cao 001; Mukundan Sridharan; Santosh Kumar 001; Nick Seddon; et al. (RTCSA, 2005)

IT-enabled sense-and-respond strategies in complex public organizations. - Rajiv Ramnath; David Landsbergen (Commun. ACM, 2005)

Global Software Development for the Enterprise. - Rajiv Ramnath (COMPSAC (1), 2006)

Kansei: a testbed for sensing at scale. - Emre Ertin; Anish Arora; Rajiv Ramnath; Vinayak Naik; Sandip Bapat; Vinod Kulathumani; Mukundan Sridharan; Hongwei Zhang 001; Hui Cao 001; Mikhail Nesterenko (IPSN, 2006)

WinResMon: A Tool for Discovering Software Dependencies, Configuration, and Requirements in Microsoft Windows. - Rajiv Ramnath; Sufatrio; Roland H. C. Yap; Yongzheng Wu (LISA, 2006)

Mobility centric campus area sensor network for locality specific applications. - Mukundan Sridharan; Rajiv Ramnath; Emre Ertin; Anish Arora (SenSys, 2006)

Kansei: A High-Fidelity Sensing Testbed. - Anish Arora; Emre Ertin; Rajiv Ramnath; Mikhail Nesterenko; William Leal (IEEE Internet Comput., 2006)

A taxonomy of mobile and pervasive applications. - Krista M. Dombroviak; Rajiv Ramnath (SAC, 2007)

Enterprise Interaction Ontology for Change Impact Analysis of Complex Systems. - Aman Kumar; Preethi Raghavan; Jay Ramanathan; Rajiv Ramnath (APSCC, 2008)

RED-Transaction and Goal-Model Based Analysis of Layered Security of Physical Spaces. - Rajiv Ramnath; Vasudha Gupta; Jay Ramanathan (COMPSAC, 2008)

A Lightweight Binary Authentication System for Windows. - Felix Halim; Rajiv Ramnath; Sufatrio; Yongzheng Wu; Roland H. C. Yap (IFIPTM, 2008)

Special track on Autonomic Computing: editorial message. - Umesh Bellur; Rajiv Ramnath (SAC, 2008)

Integrating goal modeling and execution in adaptive complex enterprises. - Rajiv Ramnath; Jay Ramanathan (SAC, 2008)

Implementing an autonomic architecture for fault-tolerance in a wireless sensor network testbed for at-scale experimentation. - Mukundan Sridharan; Sandip Bapat; Rajiv Ramnath; Anish Arora (SAC, 2008)

Achieving 'handoff' traceability of complex system improvement. - Jayashree Ramanathan; Rajiv Ramnath; Sreeram Ramakrishnan (CASE, 2009)

Document-centric collaborative spaces for increased traceability in knowledge-intensive processes. - Greg Horvath; Joe Bolinger; Jay Ramanathan; Rajiv Ramnath (CTS, 2009)

CitiScape Architecture for eGovernment Effectiveness. - Vasudha Gupta; Farha Mukri; Jay Ramanathan; Rajiv Ramnath; Kelly Yackovich (HICSS, 2009)

An Usability Study of Continuous Biometrics Authentication. - Geraldine Kwang; Roland H. C. Yap; Terence Sim; Rajiv Ramnath (ICB, 2009)

Collaborative workflow assistant for organizational effectiveness. - Joe Bolinger; Greg Horvath; Jay Ramanathan; Rajiv Ramnath (SAC, 2009)

The people, the process or the technology?: Using the ACE framework to make tradeoffs in service delivery improvement. - Jay Ramanathan; Rajiv Ramnath; Randall Glassgow (SAC, 2009)

Workshop on Integrating the Edge with the Enterprise for Planning and Management (EDGE). - Vinod Kulathumani; Rajiv Ramnath; Jay Ramanathan (WETICE, 2009)

A Framework for Improving Enterprise Services by Mining Customer Edge Data. - Preethi Raghavan; Jay Ramanathan; Rajiv Ramnath; Zhe Xu (WETICE, 2009)

Stakeholder-Driven Enterprise Process Model for Complex Services Adaptation. - Jay Ramanathan; Rajiv Ramnath; Joe Bolinger; Praveen Nagarajan (CENTERIS (2), 2010)

BlackTie: Injecting elements of formality into enterprise social software. - Joe Bolinger; Jay Ramanathan; Rajiv Ramnath (CTS, 2010)

Comprehending module dependencies and sharing. - Yongzheng Wu; Roland H. C. Yap; Rajiv Ramnath (ICSE (2), 2010)

From Kansei to KanseiGenie: Architecture of Federated, Programmable Wireless Sensor Fabrics. - Mukundan Sridharan; Wenjie Zeng; William Leal; Xi Ju; Rajiv Ramnath; Hongwei Zhang 001; Anish Arora (TRIDENTCOM, 2010)

Teaching object-oriented software design within the context of software frameworks. - Zoya Ali; Joseph Bolinger; Michael Herold; Thomas D. Lynch; Jay Ramanathan; Rajiv Ramnath (FIE, 2011)

Enabling scalability, richer experiences and ABET-accreditable learning outcomes in computer science Capstone courses through inversion of control. - Thomas Bihari; Igor Malkiman; Moez Chaabouni; Joe Bolinger; Jay Ramanathan; Rajiv Ramnath; Michael Herold (FIE, 2011)

Connecting reality with theory - An approach for creating integrative industry case studies in the software engineering curriculum. - Joe Bolinger; Michael Herold; Rajiv Ramnath; Jayashree Ramanathan (FIE, 2011)

Student perspectives on learning through developing software for the real world. - Christopher Dean; Thomas D. Lynch; Rajiv Ramnath (FIE, 2011)

Teaching students software engineering practices for micro-teams. - Shweta Deshpande; Joe Bolinger; Thomas D. Lynch; Michael Herold; Rajiv Ramnath; Jayashree Ramanathan (FIE, 2011)

Providing end-to-end perspectives in software engineering. - Michael Herold; Joe Bolinger; Rajiv Ramnath; Thomas Bihari; Jay Ramanathan (FIE, 2011)

Work in progress - Computer science perspectives on integration with human-centered design. - Michael Herold; Aaron Ganci; Bruno Ribeiro 004; Rajiv Ramnath; R. Brian Stone (FIE, 2011)

An agile boot camp: Using a LEGO®-based active game to ground agile development principles. - Thomas D. Lynch; Michael Herold; Joe Bolinger; Shweta Deshpande; Thomas Bihari; Jayashree Ramanathan; Rajiv Ramnath (FIE, 2011)

Reuse by Placement: A Paradigm for Cross-Domain Software Reuse with High Level of Granularity. - Yingxiao Xu; Jay Ramanathan; Rajiv Ramnath; Nisheet Singh; Shubhanan Deshpande (ICSR, 2011)

LENS: resource specification for wireless sensor network experimentation infrastructures. - Xi Ju; Hongwei Zhang 001; Wenjie Zeng; Mukundan Sridharan; Jing Li 061; Anish Arora; Rajiv Ramnath; Yufeng Xin (WiNTECH, 2011)

Sense-respond cloud mediator architecture for services evolution. - Jay Ramanathan; Rajiv Ramnath; Nisheet Singh; Zhe Xu; Yingxiao Xu (SAC, 2011)

Method for continuous generation of Component Business Model heat map using execution data for a complex service enterprise. - Chaitanya Shivade; Farha Mukri; Rajiv Ramnath; Jay Ramanathan (SOSE, 2011)

Utility-directed resource allocation in virtual desktop clouds. - Prasad Calyam; Rohit Patali; Alex Berryman; Albert M. Lai; Rajiv Ramnath (Comput. Networks, 2011)

Implementation and Evaluation of Commodity Hardware and Software in an Open World Spoken Dialog Framework. - Hareendra Manuru; Rajagopal Vasudevan; Ashok Sasidharan; Thomas Lynch; Seth Darbyshire; Satyajeet Raje; Rajiv Ramnath; Jayashree Ramanathan (COMPSAC, 2012)

Using Semantic Web Technologies for RBAC in Project-Oriented Environments. - Satyajeet Raje; Chowdary Davuluri; Michael A. Freitas; Rajiv Ramnath; Jay Ramanathan (COMPSAC, 2012)

Student and instructor experiences in the inverted classroom. - Michael J. Herold; Thomas D. Lynch; Rajiv Ramnath; Jayashree Ramanathan (FIE, 2012)

Towards building large-scale distributed systems for twitter sentiment analysis. - Vinh Ngoc Khuc; Chaitanya Shivade; Rajiv Ramnath; Jay Ramanathan (SAC, 2012)

Using ontology-based methods for implementing role-based access control in cooperative systems. - Satyajeet Raje; Chowdary Davuluri; Michael A. Freitas; Rajiv Ramnath; Jay Ramanathan (SAC, 2012)

Examining the practical challenges of an Augmented Reality cyber-infrastructure framework. - Chenjie Wei; Chiu Ni Wang; Rajiv Ramnath; Jay Ramanathan (SAC, 2012)

Multi-Resolution Multimedia QoE Models for IPTV Applications. - Prasad Calyam; Prashanth Chandrasekaran; Gregg Trueb; Nathan Howes; Rajiv Ramnath; Delei Yu; Ying Liu; Lixia Xiong; Daoyan Yang (Int. J. Digit. Multim. Broadcast., 2012)

OnTimeSecure: Secure middleware for federated Network Performance Monitoring. - Prasad Calyam; Shweta Kulkarni; Alex Berryman; Kunpeng Zhu; Mukundan Sridharan; Rajiv Ramnath; Gordon Springer (CNSM, 2013)

Implementation Considerations in Enabling Visually Impaired Musicians to Read Sheet Music Using a Tablet. - Laura Housley; Thomas Lynch; Rajiv Ramnath; Peter F. Rogers; Jayashree Ramanathan (COMPSAC, 2013)

Assisted Human-in-the-Loop Adaptation of Web Pages for Mobile Devices. - Chenjie Wei; Heesung Lee; Luke Molnar; Michael Herold; Rajiv Ramnath; Jay Ramanathan (COMPSAC, 2013)

Impact-Driven Regression Test Selection for Mainframe Business Systems. - Abhishek Dharmapurikar; Benjamin J. R. Wierwille; Jayashree Ramanathan; Rajiv Ramnath (ENASE (Selected Papers), 2013)

Innovation-directed experiential learning using service blueprints. - Jayashree Ramanathan; Rajiv Ramnath; Michael J. Herold; Benjamin J. R. Wierwille (FIE, 2013)

An Agile Translation Process for complex innovations: An Industry/University Cooperative Research Center case study. - Jayashree Ramanathan; Rajiv Ramnath; Michael J. Herold; Benjamin J. R. Wierwille (FIE, 2013)

Leveraging OpenFlow for resource placement of virtual desktop cloud applications. - Prasad Calyam; Sudharsan Rajagopalan; Arunprasath Selvadhurai; Mohan Saravanan; Aishwarya Venkataraman; Alex Berryman; Rajiv Ramnath (IM, 2013)

Applying software product line engineering in building web portals for supercomputing services. - Piyush Diwan; Patricia Carey; Eric Franz; Yixue Li; Thomas Bitterman; David E. Hudak; Rajiv Ramnath (SAC, 2013)

A Synergistic Framework for Geographic Question Answering. - Wei Chen; Eric Fosler-Lussier; Ningchuan Xiao; Satyajeet Raje; Rajiv Ramnath; Daniel Z. Sui (ICSC, 2013)

Stakeholder Ontology and Mining for Improving Complex Services. - Jay Ramanathan; Rajiv Ramnath (Int. J. Inf. Syst. Serv. Sect., 2013)

Enterprise Architecture Content Model Applied to Complexity Management While Delivering IT Services. - Heesung Lee; Jay Ramanathan; Zahid Hossain 003; Praveen Kumar; Ben Weirwille; Rajiv Ramnath (IEEE SCC, 2014)

Social Network Observatory for Innovation in Enterprise-Employee Engagement. - Jayashree Ramanathan; Zhe Xu; Ramiya Venkatachalam; Rajiv Ramnath; R. Bruce Craig; Tara Paider (BDCloud, 2014)

Managing Tiny Tasks for Data-Parallel, Subsampling Workloads. - Sundeep Kambhampati; Jaimie Kelley; Christopher Stewart; William C. L. Stewart; Rajiv Ramnath (IC2E, 2014)

VDC-Analyst: Design and verification of virtual desktop cloud resource allocations. - Prasad Calyam; Sudharsan Rajagopalan; Sripriya Seetharam; Arunprasath Selvadhurai; Khaled Salah 001; Rajiv Ramnath (Comput. Networks, 2014)

Identifying Knowledge Brokers and Their Role in Enterprise Research through Social Media. - Zhe Xu; Jay Ramanathan; Rajiv Ramnath (Computer, 2014)

Simulation as a service (SMaaS): a cloud-based framework to support the educational use of scientific software. - Thomas Bitterman; Prasad Calyam; Alex Berryman; David E. Hudak; Lin Li; Alan Chalker; Steve Gordon; Da Zhang; Da Cai; Changpil Lee; Rajiv Ramnath (Int. J. Cloud Comput., 2014)

VDPilot: feasibility study of hosting virtual desktops for classroom labs within a federated university system. - Prasad Calyam; Alex Berryman; David Welling; Mohan Saravanan; Rajiv Ramnath; Jay Ramanathan (Int. J. Cloud Comput., 2014)

Topology-Aware Correlated Network Anomaly Event Detection and Diagnosis. - Prasad Calyam; Manojprasadh Dhanapalan; Mukundan Sridharan; Ashok K. Krishnamurthy 001; Rajiv Ramnath (J. Netw. Syst. Manag., 2014)

Towards methods for systematic research on big data. - Manirupa Das; Renhao Cui; David R. Campbell; Gagan Agrawal; Rajiv Ramnath (IEEE BigData, 2015)

Recommendations for Achieving Service Levels within Large-scale Resolution Service Networks. - Kayhan Moharreri; Jayashree Ramanathan; Rajiv Ramnath (COMPUTE, 2015)

Collaborative and Cooperative-Learning in Software Engineering Courses. - Neelam Soundarajan; Swaroop Joshi; Rajiv Ramnath (ICSE (2), 2015)

Conflict-Driven Cooperative-Learning in Computing Courses (Abstract Only). - Swaroop Joshi; Neelam Soundarajan; Rajiv Ramnath (SIGCSE, 2015)

TopChurn: Maximum Entropy Churn Prediction Using Topic Models Over Heterogeneous Signals. - Manirupa Das; Micha Elsner; Arnab Nandi 001; Rajiv Ramnath (WWW (Companion Volume), 2015)

Looking at Software Sustainability and Productivity Challenges from NSF. - Daniel S. Katz; Rajiv Ramnath (CoRR, 2015)

Motivating dynamic features for resolution time estimation within IT operations management. - Kayhan Moharreri; Jayashree Ramanathan; Rajiv Ramnath (IEEE BigData, 2016)

Probabilistic Sequence Modeling for Trustworthy IT Servicing by Collective Expert Networks. - Kayhan Moharreri; Jayashree Ramanathan; Rajiv Ramnath (COMPSAC, 2016)

Cost-Effective Supervised Learning Models for Software Effort Estimation in Agile Environments. - Kayhan Moharreri; Alhad Vinayak Sapre; Jayashree Ramanathan; Rajiv Ramnath (COMPSAC Workshops, 2016)

Discovery of driving patterns by trajectory segmentation. - Sobhan Moosavi; Rajiv Ramnath; Arnab Nandi 001 (SIGSPATIAL PhD Symposium, 2016)

Ensemble of Heterogeneous Classifiers for Improving Automated Tweet Classification. - Renhao Cui; Gagan Agrawal; Rajiv Ramnath; Vinh Ngoc Khuc (ICDM Workshops, 2016)

Soft-swipe: enabling high-accuracy pairing of vehicles to lanes using COTS technology. - Gopi Krishna Tummala; Derrick Cobb; Prasun Sinha; Rajiv Ramnath (CarSys@MobiCom, 2016)

Vision-track: vision based indoor tracking in anchor-free regions. - Gopi Krishna Tummala; Rupam Kundu; Prasun Sinha; Rajiv Ramnath (HotWireless@MobiCom, 2016)

Characterizing Driving Context from Driver Behavior. - Sobhan Moosavi; Behrooz Omidvar-Tehrani; R. Bruce Craig; Arnab Nandi 001; Rajiv Ramnath (SIGSPATIAL/GIS, 2017)

Trajectory Annotation by Discovering Driving Patterns. - Sobhan Moosavi; Behrooz Omidvar-Tehrani; Rajiv Ramnath (UrbanGIS@SIGSPATIAL, 2017)

Annotation of Car Trajectories based on Driving Patterns. - Sobhan Moosavi; Behrooz Omidvar-Tehrani; R. Bruce Craig; Rajiv Ramnath (CoRR, 2017)

Phrase2VecGLM: Neural generalized language model-based semantic tagging for complex query reformulation in medical IR. - Manirupa Das; Eric Fosler-Lussier; Simon M. Lin; Soheil Moosavinasab; David Chen; Steve Rust; Yungui Huang; Rajiv Ramnath (BioNLP, 2018)

QDEE: Question Difficulty and Expertise Estimation in Community Question Answering Sites. - Jiankai Sun; Sobhan Moosavi; Rajiv Ramnath; Srinivasan Parthasarathy 001 (ICWSM, 2018)

GeoGame analytics - A cyber-enabled petri dish for geographic modeling and simulation. - Ola Ahlqvist; Nayan Khodke; Rajiv Ramnath (Comput. Environ. Urban Syst., 2018)

Tweets can tell: activity recognition using hybrid long short-term memory model. - Renhao Cui; Gagan Agrawal; Rajiv Ramnath (ASONAM, 2019)

Accident Risk Prediction based on Heterogeneous Sparse Data: New Dataset and Insights. - Sobhan Moosavi; Mohammad Hossein Samavatian; Srinivasan Parthasarathy 001; Radu Teodorescu; Rajiv Ramnath (SIGSPATIAL/GIS, 2019)

SmartDashCam: automatic live calibration for DashCams. - Gopi Krishna Tummala; Tanmoy Das; Prasun Sinha; Rajiv Ramnath (IPSN, 2019)

Short and Long-term Pattern Discovery Over Large-Scale Geo-Spatiotemporal Data. - Sobhan Moosavi; Mohammad Hossein Samavatian; Arnab Nandi 001; Srinivasan Parthasarathy 001; Rajiv Ramnath (KDD, 2019)

A Countrywide Traffic Accident Dataset. - Sobhan Moosavi; Mohammad Hossein Samavatian; Srinivasan Parthasarathy 001; Rajiv Ramnath (CoRR, 2019)

Learning to Answer Subjective, Specific Product-Related Queries using Customer Reviews by Adversarial Domain Adaptation. - Manirupa Das; Zhen Wang; Evan Jaffe; Madhuja Chattopadhyay; Eric Fosler-Lussier; Rajiv Ramnath (CoRR, 2019)

Towards Successful Social Media Advertising: Predicting the Influence of Commercial Tweets. - Renhao Cui; Gagan Agrawal; Rajiv Ramnath (CoRR, 2019)

Sequence-to-Set Semantic Tagging: End-to-End Multi-label Prediction using Neural Attention for Complex Query Reformulation and Automated Text Categorization. - Manirupa Das; Juanxi Li; Eric Fosler-Lussier; Simon M. Lin; Soheil Moosavinasab; Steve Rust; Yungui Huang; Rajiv Ramnath (CoRR, 2019)

Sequence-to-Set Semantic Tagging for Complex Query Reformulation and Automated Text Categorization in Biomedical IR using Self-Attention. - Manirupa Das; Juanxi Li; Eric Fosler-Lussier; Simon M. Lin; Steve Rust; Yungui Huang; Rajiv Ramnath (BioNLP, 2020)

MoHA: a composable system for efficient in-situ analytics on heterogeneous HPC systems. - Haoyuan Xing; Gagan Agrawal; Rajiv Ramnath (SC, 2020)

Tweets can tell: activity recognition using hybrid gated recurrent neural networks. - Renhao Cui; Gagan Agrawal; Rajiv Ramnath (Soc. Netw. Anal. Min., 2020)

Constraint-embedded paraphrase generation for commercial tweets. - Renhao Cui; Gagan Agrawal; Rajiv Ramnath (ASONAM, 2021)

LocationTrails: a federated approach to learning location embeddings. - Saket Gurukar; Srinivasan Parthasarathy 001; Rajiv Ramnath; Catherine A. Calder; Sobhan Moosavi (ASONAM, 2021)

A Framework for Accelerating Graph Convolutional Networks on Massive Datasets. - Xiang Li; Ruoming Jin; Rajiv Ramnath; Gagan Agrawal (CSoNet, 2021)

Scaling Sparse Matrix Multiplication on CPU-GPU Nodes. - Yang Xia; Peng Jiang 004; Gagan Agrawal; Rajiv Ramnath (IPDPS, 2021)

Driving Style Representation in Convolutional Recurrent Neural Network Model of Driver Identification. - Sobhan Moosavi; Pravar D. Mahajan; Srinivasan Parthasarathy 001; Colleen Saunders-Chukwu; Rajiv Ramnath (CoRR, 2021)

Scalable Deep Graph Clustering with Random-walk based Self-supervised Learning. - Xiang Li; Dong Li; Ruoming Jin; Gagan Agrawal; Rajiv Ramnath (CoRR, 2021)

GPU Adaptive In-situ Parallel Analytics (GAP). - Haoyuan Xing; Gagan Agrawal; Rajiv Ramnath (PACT, 2022)

Deep Graph Clustering with Random-walk based Scalable Learning. - Xiang Li; Dong Li; Ruoming Jin; Rajiv Ramnath; Gagan Agrawal (ASONAM, 2022)

A Structure-Focused Deep Learning Approach for Table Recognition from Document Images. - Mengxi Zhou; Rajiv Ramnath (COMPSAC, 2022)

Lightning Talks of EduHPC 2022. - Apan Qasem; Hartwig Anzt; Eduard Ayguadé; Katharine J. Cahill; Ramon Canal; Jany Chan; Eric Fosler-Lussier; Fritz Göbel; Arpan Jain; Marcel Koch; Mateusz Kuzak; Josep Llosa; et al. (EduHPC@SC, 2022)

Will there be a construction?: predicting road constructions based on heterogeneous spatiotemporal data. - Amin Karimi Monsefi; Sobhan Moosavi; Rajiv Ramnath (SIGSPATIAL/GIS, 2022)

Scaling and Selecting GPU Methods for All Pairs Shortest Paths (APSP) Computations. - Yang Xia; Peng Jiang 004; Gagan Agrawal; Rajiv Ramnath (IPDPS, 2022)

Establishing a Generalizable Framework for Generating Cost-Aware Training Data and Building Unique Context-Aware Walltime Prediction Regression Models. - Manikya Swathi Vallabhajosyula; Rajiv Ramnath (ISPA/BDCloud/SocialCom/SustainCom, 2022)

Retrieval Based Response Letter Generation For a Customer Care Setting. - Biplob Biswas; Renhao Cui; Rajiv Ramnath (NAACL-HLT (Industry Papers), 2022)

PROWESS: An Open Testbed for Programmable Wireless Edge Systems. - Jayson Boubin; Avishek Banerjee; Jihoon Yun; Haiyang Qi; Yuting Fang; Steve Chang; Kannan Srinivasan 001; Rajiv Ramnath; Anish Arora (PEARC, 2022)

Towards Practical, Generalizable Machine-Learning Training Pipelines to build Regression Models for Predicting Application Resource Needs on HPC Systems. - Manikya Swathi Vallabhajosyula; Rajiv Ramnath (PEARC, 2022)

Scalable Deep Metric Learning on Attributed Graphs. - Xiang Li; Gagan Agrawal; Ruoming Jin; Rajiv Ramnath (CSoNet, 2023)

End-to-End LU Factorization of Large Matrices on GPUs. - Yang Xia; Peng Jiang 004; Gagan Agrawal; Rajiv Ramnath (PPoPP, 2023)

CrashFormer: A Multimodal Architecture to Predict the Risk of Crash. - Amin Karimi Monsefi; Pouya Shiri; Ahmad Mohammadshirazi; Nastaran Karimi Monsefi; Ron Davies; Sobhan Moosavi; Rajiv Ramnath (UrbanAI@SIGSPATIAL, 2023)

Insights from the HARP Framework: Using an AI-Driven Approach for Efficient Resource Allocation in HPC Scientific Workflows. - Manikya Swathi Vallabhajosyula; Rajiv Ramnath (PEARC, 2023)

Towards Characterizing DNNs to Estimate Training Time using HARP (HPC Application Resource (runtime) Predictor. - Manikya Swathi Vallabhajosyula; Rajiv Ramnath (PEARC, 2023)

Judge Me in Context: A Telematics-Based Driving Risk Prediction Framework in Presence of Weak Risk Labels. - Sobhan Moosavi; Rajiv Ramnath (CoRR, 2023)

Novel Physics-Based Machine-Learning Models for Indoor Air Quality Approximations. - Ahmad Mohammadshirazi; Aida Nadafian; Amin Karimi Monsefi; Mohammad Hossein Rafiei; Rajiv Ramnath (CoRR, 2023)

Federated Contrastive Learning of Graph-Level Representations. - Xiang Li; Gagan Agrawal; Rajiv Ramnath; Ruoming Jin (IEEE Big Data, 2024)

Righteous: Automatic Right-Sizing for Complex Edge Deployments. - Aniruddha Rakshit; Salil Reddy; Rajiv Ramnath; Anish Arora; Jayson Boubin (SEC, 2024)

Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain. - Amin Karimi Monsefi; Payam Karisani; Mengxi Zhou; Stacey Choi; Nathan Doble; Heng Ji 001; Srinivasan Parthasarathy 001; Rajiv Ramnath (KDD, 2024)

Reference Implementation of Smart Scheduler: A CI-Aware, AI-Driven Scheduling Framework for HPC Workloads. - Manikya Swathi Vallabhajosyula; Sandeep Satish Budhya; Rajiv Ramnath (PEARC, 2024)

Orchestrating a DNN training job using an iScheduler Framework: a use case. - Manikya Swathi Vallabhajosyula; Sandeep Satish Budhya; Akanksha Jain; Maaz Baig; Rajiv Ramnath (PEARC, 2024)

Creating intelligent cyberinfrastructure for democratizing AI. - Dhabaleswar K. Panda 001; Vipin Chaudhary; Eric Fosler-Lussier; Raghu Machiraju; Amit Majumdar 001; Beth Plale; Rajiv Ramnath; Ponnuswamy Sadayappan; Neelima Savardekar; Karen Tomko (AI Mag., 2024)

Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous Data. - Biplob Biswas; Rajiv Ramnath (CoRR, 2024)

Recent Advances in Traffic Accident Analysis and Prediction: A Comprehensive Review of Machine Learning Techniques. - Noushin Behboudi; Sobhan Moosavi; Rajiv Ramnath (CoRR, 2024)

DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document Annotation. - Ahmad Mohammadshirazi; Ali Nosrati Firoozsalari; Mengxi Zhou; Dheeraj Kulshrestha; Rajiv Ramnath (CoRR, 2024)

DetailCLIP: Detail-Oriented CLIP for Fine-Grained Tasks. - Amin Karimi Monsefi; Kishore Prakash Sailaja; Ali Alilooee; Ser-Nam Lim; Rajiv Ramnath (CoRR, 2024)

KnobGen: Controlling the Sophistication of Artwork in Sketch-Based Diffusion Models. - Pouyan Navard; Amin Karimi Monsefi; Mengxi Zhou; Wei-Lun Chao; Alper Yilmaz; Rajiv Ramnath (CoRR, 2024)

DLaVA: Document Language and Vision Assistant for Answer Localization with Enhanced Interpretability and Trustworthiness. - Ahmad Mohammadshirazi; Pinaki Prasad Guha Neogi; Ser-Nam Lim; Rajiv Ramnath (CoRR, 2024)

DSSRNN: Decomposition-Enhanced State-Space Recurrent Neural Network for Time-Series Analysis. - Ahmad Mohammadshirazi; Ali Nosrati Firoozsalari; Rajiv Ramnath (CoRR, 2024)

Optimizing Sports Predictions Using Model Selection: A Case Study in Reproducible Data-Science. - Nick Cliffel; Rajiv Ramnath (COMPSAC, 2025)

Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning. - Amin Karimi Monsefi; Mengxi Zhou; Nastaran Karimi Monsefi; Ser-Nam Lim; Wei-Lun Chao; Rajiv Ramnath (ICLR, 2025)

The Ohio Child Speech Corpus. - Laura Wagner; Sharifa Alghowinem; Abeer Alwan; Kristina Bowdrie; Cynthia Breazeal; Cynthia G. Clopper; Eric Fosler-Lussier; Izabela A. Jamsek; Devan Lander; Rajiv Ramnath; Jory Ross (Speech Commun., 2025)

TaxaDiffusion: Progressively Trained Diffusion Model for Fine-Grained Species Generation. - Amin Karimi Monsefi; Mridul Khurana; Rajiv Ramnath; Anuj Karpatne; Wei-Lun Chao; Cheng Zhang 014 (CoRR, 2025)

ALCo-FM: Adaptive Long-Context Foundation Model for Accident Prediction. - Pinaki Prasad Guha Neogi; Ahmad Mohammadshirazi; Rajiv Ramnath (CoRR, 2025)

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems. - Pinaki Prasad Guha Neogi; Ahmad Mohammadshirazi; Rajiv Ramnath (CoRR, 2025)