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Home/Authors/Vijay Janapa Reddi

Vijay Janapa Reddi

2 indexed papers

Recent (6 mo)
2
With code
0
Influential cites
0
Benchmarked
0

Publications per year

2
26

Top categories

Architecture×1Crypto×1

Frequent co-authors

Chenyu Wang1×
Zishen Wan1×
Jeffrey Ma1×
Shvetank Prakash1×
Zhenting Qi1×
Haebin Do1×

Research Timeline

2026
Breaking TinyML: Why Quantized Neural Networks Need Domain-Specific Security Analysis

This paper demonstrates a two-step attack pipeline to bypass the security of Quantized Neural Networks (QNNs) in TinyML hardware, highlighting the need for more hardware-aware security research.

ArchEval: Measuring AI Agents as Computer Architects

This paper introduces ArchEval, a benchmark and platform for evaluating LLM agents on computer architecture design and optimization.

Highlighted terms show continued research focus across papers

Papers

cs.AREmpiricalRecentJul 3, 2026

ArchEval: Measuring AI Agents as Computer Architects

Chenyu Wang, Zishen Wan, Jeffrey Ma, Shvetank Prakash +7 more

This paper introduces ArchEval, a benchmark and platform for evaluating LLM agents on computer architecture design and optimization.

View →
cs.CREmpiricalRecent
Jun 12, 2026

Breaking TinyML: Why Quantized Neural Networks Need Domain-Specific Security Analysis

Jacob Huckelberry, Andrea Mattia Garavagno, Yuke Zhang, Peter A. Beerel +2 more

This paper demonstrates a two-step attack pipeline to bypass the security of Quantized Neural Networks (QNNs) in TinyML hardware, highlighting the need for more hardware-aware security research.

View →