RR
Ravishka Rathnasuriya
cs.SEcs.AIcs.LG
On Valency
published · living versionsW_pgymz3hv·v1 · currentpublished
An Investigation on Numerical Bugs in GPU Programs Towards Automated Bug Detection
with Nidhi Majoju, Zihe Song, Wei Yang
1 version
Preprints & journals
10 papers in the corpus · 2025–2026Beyond Confidence: Rethinking Uncertainty Calibration in Deep Code Models2610.21248v1 · Ravishka Rathnasuriya, Wei Yang2026 · 0 citationsarXiv
Characterizing Overconfident Failure in LLM-Based Code Generation2610.11300v1 · Ravishka Rathnasuriya, Wei Yang2026 · 0 citationsarXiv
Correct but Slow: An Empirical Study of the GPU Kernel Evaluation Gap in Modern Domain-Specific Languages2607.04454v3 · Tingxi Li, Ravishka Rathnasuriya, Wei Yang2026 · 0 citationsarXiv
On-the-Fly Input Adaptation for Reliable Code Intelligence2605.19365v1 · Ravishka Rathnasuriya, Wei Yang2026 · 0 citationsarXiv
When to Answer and When to Defer: A Decision Framework for Reliable Code Predictions2605.19369v1 · Ravishka Rathnasuriya, Wei Yang2026 · 0 citationsarXiv
Characterizing Real-World Bugs in Tile Programs for Automated Bug Detection2605.19652v2 · Ravishka Rathnasuriya, Zihe Song, Nidhi Majoju et al.2026 · 0 citationsarXiv
Efficiency Robustness of Dynamic Deep Learning Systems2506.10831v1 · Ravishka Rathnasuriya, Tingxi Li, Zexin Xu et al.2025 · 0 citationsarXiv
Can You Mimic Me? Exploring the Use of Android Record & Replay Tools in Debugging2504.20237v1 · Zihe Song, S M Hasan Mansur, Ravishka Rathnasuriya et al.2025 · 3 citationsarXiv
Framework for On the Fly Input Refinement for Deep Learning Models2502.05456v2 · Ravishka Rathnasuriya2025 · 0 citationsarXiv
CodeImprove: Program Adaptation for Deep Code Models2501.15804v2 · Ravishka Rathnasuriya, Zijie Zhao, Wei Yang2025 · 3 citationsarXiv
Career total: 13 works. 10 are in this corpus.
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