Asst. Dean Honors College, Professor @oducs @WebSciDL, @nasa, Fellow @USNavyResearch, Director @nirdslab @oducsreu, NSF CAREER 2021, Eye Tracking, PhD @TAMU

Norfolk, VA
Joined October 2012
Finally got my bragging wall up :) assortment of best paper/poster awards, @ODUAlumni New Faculty award, @TAMU PhD class of 2016 and #12thMan @TAMUEngineering & Computer Science. @WebSciDL @NirdsLab @oducs @ODUSCI
3
9
37
Sampath Jayarathna retweeted
📢 𝗖𝗮𝗹𝗹 𝗳𝗼𝗿 𝗣𝗮𝗽𝗲𝗿𝘀 — 𝗘𝗧𝗥𝗔 𝟮𝟬𝟮𝟳 is open! Join us in 𝗣𝗮𝗺𝗽𝗹𝗼𝗻𝗮, 𝗦𝗽𝗮𝗶𝗻, 𝗝𝘂𝗻𝗲 𝟳–𝟭𝟬, 𝟮𝟬𝟮𝟳 for the ACM Symposium on Eye Tracking Research & Applications. 🔗 etra.acm.org/2027 #ETRA2027 #EyeTracking #HCI
2
1
6
790
Sampath Jayarathna retweeted
I'm humbled to share that our project, "CiteCast: Linking US local & national television news to cited web resources," has been selected to receive an Institute of Museum and Library Services (IMLS) National Leadership Grants - Libraries award. imls.gov/grants/awarded/lg-2…
1
3
5
202
Sampath Jayarathna retweeted
Just presented 03/05 of our @NirdsLab @WebSciDL papers at #IRI26 in the Computer Vision & Human-Centered Sensing session! “Scalable Multi-User Gaze Estimation for Co-located Environments Using Commodity Webcams” Thanks to my advisor @OpenMaze and all co-authors for the support.
2
1
79
Sampath Jayarathna retweeted
Senior Prefects take part in a Capacity Building Program organized by the Annites’ Alumni Association – Colombo.
1
26
Sampath Jayarathna retweeted
Day 2 | Keynote 2 at #IRI26 Dr. Roger Barga delivers an insightful keynote on Generative AI, discussing its evolution, capabilities, and growing impact across research and real-world applications. #GenAI
2
1
47
Sampath Jayarathna retweeted
Now in the Distributed Systems & Model Efficiency session at #IRI26. Dr. Deepti Gupta presents “MUC-FL: Block-Wise Marginal Utility Contribution for Communication-Efficient Federated Learning,” focusing on improving communication efficiency in federated learning. #Federated
2
1
46
Sampath Jayarathna retweeted
Just presented 02/05 of our @NirdsLab @WebSciDL papers at #IRI26 in the NLP, Sentiment & Multimodal Reasoning session! “SentimentLens: Reconciling Sentiment and Ratings via Dual-Modality in the Hospitality Sector” Thanks to my advisor @OpenMaze and @Dinethjkd for their support.
3
3
81
Sampath Jayarathna retweeted
Excited to share that I’m starting a Visiting Researcher position at Beth Israel Deaconess Medical Center, affiliated with @harvardmed! Looking forward to eye-tracking research in medical simulation and clinical practice.🚀 @bethisraellahey @NirdsLab @WebSciDL @oducs @ODUSCI @odu
6
4
240
Sampath Jayarathna retweeted
Excited to present “MultiSense-Pneumo: A Multimodal Learning Framework for Pneumonia Screening in Resource-Constrained Settings” today at The SDSC 2026: Mid-Atlantic under the Biomedical and Health AI & Data Science Track! Paper on arXiv: arxiv.org/abs/2605.02207 @WebSciDL @oducs
3
75
Sampath Jayarathna retweeted
I’m thrilled to share that four of my first-authored papers have been accepted for presentation this spring and summer, two at IEEE IRI 2026 and two at IEEE ICCCN 2026! It is exciting to see these projects reach this stage, especially because they reflect several areas I am deeply passionate about: real-time AI, wireless and RF systems, affective computing, accessible technology, and human-centered AI. 1. Enabling Real-Time AI in O-RAN: Deploying and Measuring AI Inside a Near-RT RIC xApp This work demonstrates how AI inference can be deployed directly inside a Near-Real-Time RAN Intelligent Controller xApp on a live O-RAN testbed. We examine inference latency, deployment feasibility, and the practical challenges of integrating AI into the Near-RT RIC software loop. Paper: arxiv.org/abs/2607.01583 2. Field-Deployable RF Capture System for Indoor, Outdoor, and Foliage Environments This paper presents a portable and autonomous RF capture platform for collecting geotagged signal data in real-world indoor, outdoor, and foliage environments. The system combines software-defined radio, GNSS positioning, high-speed storage, and open-source software to support reproducible field experiments. Paper: arxiv.org/abs/2607.01368 3. Quantifying the Affective Gap: A Zero-Shot Evaluation of LLMs on Fine-Grained Emotion Taxonomies This study evaluates how effectively large language models recognize and distinguish fine-grained emotional states without task-specific training. The findings highlight important limitations in current LLMs and their potential use in affect-aware, human-centered, and digital library applications. Paper: arxiv.org/abs/2607.00968 4. Touching and Feeling the Data: A Reusable Software Pipeline for Tactile Statistical Graphs in Accessible Education This work introduces a reusable software pipeline for transforming statistical data and chart images into 3D-printable tactile graphs. The goal is to make data visualization more accessible to blind and low-vision learners while reducing the technical effort required from educators. Paper: arxiv.org/abs/2607.01214 A very special thank you to Dr. Sachin Shetty, Dr. Sampath Jayarathna, Dr. Jessica M. Johnson, Dr. Krzysztof J. Rechowicz, and all my co-authors for their mentorship, encouragement, thoughtful feedback, and collaboration throughout these projects. Research is truly a team effort, and I am deeply grateful to everyone who contributed their time, expertise, and support in helping bring these papers to this stage. I am incredibly excited and look forward to seeing these papers presented and sharing our work with the IEEE IRI and IEEE ICCCN research communities! #ArtificialIntelligence #Research #IEEE #IRI2026 @WebSciDL #ORAN #WirelessNetworks @ODUSCI #LargeLanguageModels #Accessibility #DataVisualization #RFSystems #HumanCenteredAI #GraduateResearch #PhDJourney #OldDominionUniversity #ODU #ODUResearch #IEEEIRI #IRI2026 #IEEEICCCN #ICCCN2026 #Nigeria #NigeriansInSTEM #UnitedStates
3
3
203
Sampath Jayarathna retweeted
Day 1 | Keynote 1 #IEEEIRI26 Dr. Bhavani Thuraisingham shared an insightful keynote on the evolution of AI, from where it was 20 years ago to today’s rise of Agentic AI, and what the next decade could bring. A fascinating look at the future of intelligent systems. #AgenticAI
2
2
42
Sampath Jayarathna retweeted
Now in LLM Fine-Tuning, Evaluation & Reasoning session at #IRI26. John Fields presents “Benchmarking SLM and LLM in Feature Generation for Interpretable Automated Essay Scoring,” comparing SLMs and LLMs for explainable essay scoring. @NirdsLab @WebSciDL
2
1
45
Sampath Jayarathna retweeted
Now in the Explainable AI & Trustworthy Systems session at #IRI26. @LObiuwevwi is presenting “Quantifying the Affective Gap: A Zero-Shot Evaluation of LLMs on Fine-Grained Emotion Taxonomies,” exploring how well LLMs classify nuanced human emotions. @NirdsLab @WebSciDL
4
3
55
Sampath Jayarathna retweeted
Excited to represent @NirdsLab at #IRI2026! Our lab has 5 accepted papers, and I’m grateful to present our work. Thanks to my advisor @OpenMaze and all authors/co-authors for making this possible. @KumushiniT @LObiuwevwi @mahanama94 @NirdsLab @WebSciDL
3
2
64
Moving on, from Browns fan to Rams. Gig'em!
The final Myles Garrett trade details per @RapSheet: Browns get - Jared Verse, 2027 1st round pick, 2028 2nd round pick, 2029 3rd round pick Rams get - Myles Garrett Thoughts on the deal?
1
120
Sampath Jayarathna retweeted
I’m excited to share that I received a grant from @odu_innovate to work on a project titled “Trust-Centered AI Avatars for Accessible Telehealth Support Among Unhoused Populations," co-led with Drs. Ginger Watson and Tina Gustin. @ODUDataScience @oduwsdl
1
1
1
119
Sampath Jayarathna retweeted
Our colleague @kaypineda3 from @NirdsLab is presenting her Master’s thesis defense! 🎓 Her work “Framework for In-View Drone Navigation Using Gaze Gestures” explores the potential of human–drone interaction through gaze-based controls. @OpenMaze @WebSciDL @oducs
6
4
263
Sampath Jayarathna retweeted
What if I told you I'm a mastermind? Successfully completed my Master's thesis defense! Thank you to my advisor @OpenMaze, my committee members @Faryane and @vikas_daveb, and everyone in @NirdsLab for your support in completing this important milestone!🫶 @oducs
1
4
3
113
Sampath Jayarathna retweeted
Excited to present my research on "Multi-User Eye Tracking" today at the PhD Gathering! #ODUSCI #ODU #Sciences #GraduateSchool @NirdsLab @WebSciDL
4
5
170