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ORCIDJayanaka L. Dantanarayana
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2020 – today
- 2025
[j1]Jayanaka L. Dantanarayana, Yiping Kang, Kugesan Sivasothynathan
, Christopher Clarke, Baichuan Li, Savini Kashmira, Krisztián Flautner, Lingjia Tang, Jason Mars:
MTP: A Meaning-Typed Language Abstraction for AI-Integrated Programming. Proc. ACM Program. Lang. 9(OOPSLA2): 1176-1204 (2025)- [c3]Savini Kashmira, Jayanaka L. Dantanarayana, Joshua Brodsky, Ashish Mahendra, Yiping Kang, Krisztián Flautner, Lingjia Tang, Jason Mars:
TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG. EMNLP (Industry Track) 2025: 1349-1356 - [i5]Savini Kashmira, Jayanaka L. Dantanarayana, Krisztián Flautner, Lingjia Tang, Jason Mars:
GraphRunner: A Multi-Stage Framework for Efficient and Accurate Graph-Based Retrieval. CoRR abs/2507.08945 (2025) - [i4]Savini Kashmira, Jayanaka L. Dantanarayana, Thamirawaran Sathiyalogeswaran, Yichao Yuan, Nishil Talati, Krisztián Flautner, Lingjia Tang, Jason Mars:
GraphMend: Code Transformations for Fixing Graph Breaks in PyTorch 2. CoRR abs/2509.16248 (2025) - [i3]Jayanaka L. Dantanarayana, Savini Kashmira, Thakee Nathees, Zichen Zhang, Krisztián Flautner, Lingjia Tang, Jason Mars:
Prompt Less, Smile More: MTP with Semantic Engineering in Lieu of Prompt Engineering. CoRR abs/2511.19427 (2025) - 2024
- [c2]Chandra Irugalbandara, Ashish Mahendra, Roland Daynauth, Tharuka Kasthuri Arachchige, Jayanaka L. Dantanarayana, Krisztián Flautner, Lingjia Tang, Yiping Kang, Jason Mars:
Scaling Down to Scale Up: A Cost-Benefit Analysis of Replacing OpenAI's LLM with Open Source SLMs in Production. ISPASS 2024: 280-291 - [i2]Jason Mars, Yiping Kang, Jayanaka L. Dantanarayana, Chandra Irugalbandara, Kugesan Sivasothynathan, Lingjia Tang:
LLMs are Meaning-Typed Code Constructs. CoRR abs/2405.08965 (2024) - [i1]Savini Kashmira, Jayanaka L. Dantanarayana, Joshua Brodsky, Ashish Mahendra, Yiping Kang, Krisztián Flautner, Lingjia Tang, Jason Mars:
A Graph-Based Approach for Conversational AI-Driven Personal Memory Capture and Retrieval in a Real-world Application. CoRR abs/2412.05447 (2024) - 2023
- [c1]Jayanaka L. Dantanarayana, U. G. Savini Kashmira, P. Surath L. Fernando, K. D. M. Jayawardhana, R. M. Maheshi Ruwanthika, A. M. Harsha S. Abeykoon:
Surface Texture Reproduction and Amplification for Haptic Perception. IECON 2023: 1-6
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