Faculty

Institution

Unit

Venue

Oshani Seneviratne

Assistant Professor

Rensselaer Polytechnic Institute

Affiliations

School of Science

Computer Science Department

Tetherless World Constellation

Office for Research

Center for Materials, Devices, and Integrated Systems

Institute for Data Exploration and Applications

Oshani Seneviratne is currently serving as a Computer Science Assistant Professor at Rensselaer Polytechnic Institute.

Honors

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Experiences

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Education

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Oshani Seneviratne

Rensselaer Polytechnic Institute

Assistant Professor

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data science computer science health informatics semantic web blockchain knowledge representation and reasoning data privacy knowledge graphs data management world wide web knowledge-based systems health information science online information communication information security health technology medical ontology automated reasoning data security information policy web search social media internet of things explainable ai blockchain protocols smart contracts data sharing mobile computing systems engineering interpretability semantic interoperability distributed ledgers knowledge discovery decentralized privacy explanation-based learning linked data ontology (information science) blockchain privacy blockchain security health data usable privacy autonomous robots digital mediums content creation copyright protection knowledge graph embeddings privacy protection iot data management responsible data management medical information systems model-based reasoning health information systems clinical decision-making swarm contracts explanation ontology cold-start problem privacy enhancing technologies iot data analytics content management distributed robotics decision aids semantic reasoner license violations punya platform data interoperability mobile app development food recommendation online social networking app inventor government data ingredient substitutions web media policy-aware content reuse optimistic security provenance tracking network privacy violations artificial intelligence decentralized systems data integration technology information technology fintech

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Blockchain-Based Framework for Scalable and Incentivized Federated Learning. arXiv (Cornell University) (2025)

Bijun WuOshani Seneviratne

blockchain-based frameworkscalabilitymechanism designblockchain privacymachine learningdata privacyblockchainblockchain protocolsfederated learninghybrid incentive mechanismdistributed learningdata sciencecomputer science

Ethical Web Science Workshop Overview. (2025)

Oshani SeneviratneMarc SpaniolJohn S. EricksonGaël Dias

ethicssocial computingcommunicationethical analysisdigital ethicscomputer ethicsworld wide webethical theory

Explainability-Driven Quality Assessment for Rule-Based Systems. arXiv (Cornell University) (2025)

Oshani SeneviratneBrendan CapuzzoWilliam Van Woensel

rule inferencesinterpretabilityexplanation-based learningexplainability-driven quality assessmentknowledge-based reasoningexplainable aiinferenceexplanation frameworkdata sciencerule-based systemcomputer scienceknowledge-based systemsautomated reasoningknowledge representation and reasoning

Federated Fine-Tuning of Large Language Models: Kahneman-Tversky vs. Direct Preference Optimization. arXiv (Cornell University) (2025)

Fernando SpadeaOshani Seneviratne

machine learningrecommender systemssemantic evaluationlanguage modelsnatural language processingfederated learningmachine learning researchdistributed learningdata sciencelanguagellm fine-tuningfederated fine-tuningcomputer sciencelarge language modelsdirect preference optimization

Keeping Knowledge Graphs Alive: Constructing, Growing, and Sustaining Knowledge Graphs for the Long Haul. (2025)

Oshani Seneviratne

knowledge managementknowledge economylong haulknowledge graphsknowledge basessemantic graphsustaining knowledge graphsknowledge graphs alivenetwork sciencedata sciencesemantic webknowledge graph embeddingscollective knowledgeknowledge representation and reasoning

Neurosymbolic Methods for Food Computing. Frontiers in artificial intelligence and applications (2025)

Gjorgjina CenikjMauro DragoniTome EftimovBarbara Koroušić SeljakAgnieszka ŁawrynowiczFnu MohbatOshani SeneviratneYoko YamakataMohammed J. Zaki

neural network (machine learning)food computingknowledge graphssymbolic learningneurosymbolic methodsfood ontologiesfood compositionneural computationfoodomicsknowledge discoverydata sciencecomputational intelligencecomputer science

On Learning Representations for Tabular Data Distillation. arXiv (Cornell University) (2025)

Kang, InwonRam, ParikshitZhou, YiSamulowitz, HorstSeneviratne, Oshani

data modelingtabular data distillationdataset distillationneural network (machine learning)machine learning modelsknowledge distillationmultimedia information processingdeep learningfeature learningmachine learning researchdata sciencecomputational intelligencesupervised learningmachine learninglarge datasetcomputer science

SEMCAFE: When Named Entities Make the Difference–Assessing Web Source Reliability Through Entity-Level Analytics. (2025)

Gautam Kishore ShahiOshani SeneviratneMarc Spaniol

web analyticsreliabilityinformation sciencenamed entitiesdata reliabilityinformation managementquality engineeringinformation qualitydata scienceonline informationentity-level analyticsweb information system

TERMINATORS: Terms of Service Parsing and Auditing Agents. (2025)

Maruf Ahmed MridulInwon KangOshani Seneviratne

web servicesservice-oriented computingservice parsingaudita a servicesemantic webcomputer sciencesecurity audit

Verifiable Provenance for the Web. (2025)

Oshani Seneviratne

data privacyverifiable provenanceverificationweb servicesweb searchdata scienceformal verificationprovenance managementworld wide webcomputer sciencedata provenanceprovenance analysissemantic web

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Oshani Seneviratne

Assistant Professor

Rensselaer Polytechnic Institute

Affiliations

School of Science

Computer Science Department

Tetherless World Constellation

Office for Research

Center for Materials, Devices, and Integrated Systems

Institute for Data Exploration and Applications

Oshani Seneviratne is currently serving as a Computer Science Assistant Professor at Rensselaer Polytechnic Institute.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Oshani Seneviratne

Rensselaer Polytechnic Institute

Assistant Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Blockchain-Based Framework for Scalable and Incentivized Federated Learning. arXiv (Cornell University) (2025)

Bijun WuOshani Seneviratne

Ethical Web Science Workshop Overview. (2025)

Oshani SeneviratneMarc SpaniolJohn S. EricksonGaël Dias

ethicssocial computingcommunicationethical analysisdigital ethicscomputer ethicsworld wide webethical theory

Explainability-Driven Quality Assessment for Rule-Based Systems. arXiv (Cornell University) (2025)

Oshani SeneviratneBrendan CapuzzoWilliam Van Woensel

Federated Fine-Tuning of Large Language Models: Kahneman-Tversky vs. Direct Preference Optimization. arXiv (Cornell University) (2025)

Fernando SpadeaOshani Seneviratne

Keeping Knowledge Graphs Alive: Constructing, Growing, and Sustaining Knowledge Graphs for the Long Haul. (2025)

Oshani Seneviratne

Neurosymbolic Methods for Food Computing. Frontiers in artificial intelligence and applications (2025)

Gjorgjina CenikjMauro DragoniTome EftimovBarbara Koroušić SeljakAgnieszka ŁawrynowiczFnu MohbatOshani SeneviratneYoko YamakataMohammed J. Zaki

On Learning Representations for Tabular Data Distillation. arXiv (Cornell University) (2025)

Kang, InwonRam, ParikshitZhou, YiSamulowitz, HorstSeneviratne, Oshani

SEMCAFE: When Named Entities Make the Difference–Assessing Web Source Reliability Through Entity-Level Analytics. (2025)

Gautam Kishore ShahiOshani SeneviratneMarc Spaniol

TERMINATORS: Terms of Service Parsing and Auditing Agents. (2025)

Maruf Ahmed MridulInwon KangOshani Seneviratne

web servicesservice-oriented computingservice parsingaudita a servicesemantic webcomputer sciencesecurity audit

Verifiable Provenance for the Web. (2025)

Oshani Seneviratne

data privacyverifiable provenanceverificationweb servicesweb searchdata scienceformal verificationprovenance managementworld wide webcomputer sciencedata provenanceprovenance analysissemantic web

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