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Home/Authors/Tingxi Li

Tingxi Li

1 indexed paper

Recent (6 mo)
1
With code
0
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Publications per year

1
26

Top categories

ML×1AI×1Crypto×1

Frequent co-authors

Mingfang Ji1×
Ravishka Shemal Rathnasuriya1×
Simin Chen1×
Yitao Hu1×
Wei Yang1×

Research Timeline

2026
AESOP: Adversarial Execution-path Selection to Overload Deep Learning Pipelines

AESOP introduces an adversarial attack that targets the entire execution path of deep learning pipelines, demonstrating that path-aware selection can inflate computational costs by orders of magnitude more than single-model attacks.

Highlighted terms show continued research focus across papers

Papers

cs.LGcs.AIcs.CRRecentMay 9, 2026

AESOP: Adversarial Execution-path Selection to Overload Deep Learning Pipelines

Tingxi Li, Mingfang Ji, Ravishka Shemal Rathnasuriya, Simin Chen +2 more

AESOP introduces an adversarial attack that targets the entire execution path of deep learning pipelines, demonstrating that path-aware selection can inflate computational costs by orders of magnitude…

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