SH
Siva Kumar Sastry Hari
cs.LGcs.AIcs.DCcs.ROcs.ARcs.SEstat.MLcs.CRcs.CVcs.MA
On Valency
published · living versionsW_9kxxyt47·v1 · currentpublished
Making Convolutions Resilient via Algorithm-Based Error Detection Techniques
with Michael B. Sullivan, Timothy Tsai, Stephen W. Keckler
1 version
Preprints & journals
18 papers in the corpus · 2019–2026MegaFlux: Skew-Resilient MoE Megakernels via Pipelined Expert Replication2610.00671v1 · Jianzhu Yao, Siva Kumar Sastry Hari, Vignesh Balaji et al.2026 · 0 citationsarXiv
SOLAR: AI-Powered Speed-of-Light Performance Analysis2606.26383v2 · Qijing Huang, Sana Damani, Zhifan Ye et al.2026 · 0 citationsarXiv
Improving Efficiency of GPU Kernel Optimization Agents using a Domain-Specific Language and Speed-of-Light Guidance2603.29010v1 · Siva Kumar Sastry Hari, Vignesh Balaji, Sana Damani et al.2026 · 0 citationsarXiv
SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits2603.19173v1 · Edward Lin, Sahil Modi, Siva Kumar Sastry Hari et al.2026 · 0 citationsarXiv
KernelBlaster: Continual Cross-Task CUDA Optimization via Memory-Augmented In-Context Reinforcement Learning2602.14293v1 · Kris Shengjun Dong, Sahil Modi, Dima Nikiforov et al.2026 · 1 citationarXiv
ProofWright: Towards Agentic Formal Verification of CUDA2511.12294v2 · Bodhisatwa Chatterjee, Drew Zagieboylo, Sana Damani et al.2025 · 0 citationsarXiv
MPGemmFI: A Fault Injection Technique for Mixed Precision GEMM in ML Applications2311.05782v1 · Bo Fang, Xinyi Li, Harvey Dam et al.2023 · 0 citationsarXiv
cuRobo: Parallelized Collision-Free Minimum-Jerk Robot Motion Generation2310.17274v2 · Balakumar Sundaralingam, Siva Kumar Sastry Hari, Adam Fishman et al.2023 · 4 citationsarXiv
VaPr: Variable-Precision Tensors to Accelerate Robot Motion Planning2310.07854v1 · Yu-Shun Hsiao, Siva Kumar Sastry Hari, Balakumar Sundaralingam et al.2023 · 3 citationsarXiv
ALBERTA: ALgorithm-Based Error Resilience in Transformer Architectures2310.03841v2 · Haoxuan Liu, Vasu Singh, MichałFilipiuk et al.2023 · 10 citationsarXiv
Safety-Critical Scenario Generation Via Reinforcement Learning Based Editing2306.14131v3 · Haolan Liu, Liangjun Zhang, Siva Kumar Sastry Hari et al.2023 · 21 citationsarXiv
Zhuyi: Perception Processing Rate Estimation for Safety in Autonomous Vehicles2205.03347v1 · Yu-Shun Hsiao, Siva Kumar Sastry Hari, MichałFilipiuk et al.2022 · 0 citationsarXiv
Generating and Characterizing Scenarios for Safety Testing of Autonomous Vehicles2103.07403v1 · Zahra Ghodsi, Siva Kumar Sastry Hari, Iuri Frosio et al.2021 · 44 citationsarXiv
Making Convolutions Resilient via Algorithm-Based Error Detection Techniques2006.04984v1 · Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai et al.2020 · 79 citationsarXivon Valency
Estimating Silent Data Corruption Rates Using a Two-Level Model2005.01445v1 · Siva Kumar Sastry Hari, Paolo Rech, Timothy Tsai et al.2020 · 7 citationsarXiv
HarDNN: Feature Map Vulnerability Evaluation in CNNs2002.09786v2 · Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Christopher W. Fletcher et al.2020 · 33 citationsarXiv
Kayotee: A Fault Injection-based System to Assess the Safety and Reliability of Autonomous Vehicles to Faults and Errors1907.01024v1 · Saurabh Jha, Timothy Tsai, Siva Hari et al.2019 · 34 citationsarXiv
ML-based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection1907.01051v1 · Saurabh Jha, Subho S. Banerjee, Timothy Tsai et al.2019 · 120 citationsarXiv
Career total: 65 works. 18 are in this corpus.
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