Jayanaka L. Dantanarayana

According to our database, Jayanaka L. Dantanarayana authored at least 9 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Prompt Less, Smile More: MTP with Semantic Engineering in Lieu of Prompt Engineering.

Jayanaka L. Dantanarayana, Savini Kashmira, Thakee Nathees, Zichen Zhang, Krisztián Flautner, Lingjia Tang, Jason Mars

CoRR, November, 2025

GraphMend: Code Transformations for Fixing Graph Breaks in PyTorch 2.

Savini Kashmira, Jayanaka L. Dantanarayana, Thamirawaran Sathiyalogeswaran, Yichao Yuan, Nishil Talati, Krisztián Flautner, Lingjia Tang, Jason Mars

CoRR, September, 2025

GraphRunner: A Multi-Stage Framework for Efficient and Accurate Graph-Based Retrieval.

Savini Kashmira, Jayanaka L. Dantanarayana, Krisztián Flautner, Lingjia Tang, Jason Mars

CoRR, July, 2025

MTP: A Meaning-Typed Language Abstraction for AI-Integrated Programming.

Jayanaka L. Dantanarayana, Yiping Kang, Kugesan Sivasothynathan, Christopher Clarke, Baichuan Li, Savini Kashmira, Krisztián Flautner, Lingjia Tang, Jason Mars

Proc. ACM Program. Lang., 2025

TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG.

Savini Kashmira, Jayanaka L. Dantanarayana, Joshua Brodsky, Ashish Mahendra, Yiping Kang, Krisztián Flautner, Lingjia Tang, Jason Mars

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

A Graph-Based Approach for Conversational AI-Driven Personal Memory Capture and Retrieval in a Real-world Application.

Savini Kashmira, Jayanaka L. Dantanarayana, Joshua Brodsky, Ashish Mahendra, Yiping Kang, Krisztián Flautner, Lingjia Tang, Jason Mars

CoRR, 2024

LLMs are Meaning-Typed Code Constructs.

Jason Mars, Yiping Kang, Jayanaka L. Dantanarayana, Chandra Irugalbandara, Kugesan Sivasothynathan, Lingjia Tang

CoRR, 2024

Scaling Down to Scale Up: A Cost-Benefit Analysis of Replacing OpenAI's LLM with Open Source SLMs in Production.

Chandra Irugalbandara, Ashish Mahendra, Roland Daynauth, Tharuka Kasthuri Arachchige, Jayanaka L. Dantanarayana, Krisztián Flautner, Lingjia Tang, Yiping Kang, Jason Mars

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2024

2023

Surface Texture Reproduction and Amplification for Haptic Perception.

Jayanaka L. Dantanarayana, U. G. Savini Kashmira, P. Surath L. Fernando, K. D. M. Jayawardhana, R. M. Maheshi Ruwanthika, A. M. Harsha S. Abeykoon

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023