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Fatih Ilhan

Georgia Institute of Technology

26 papers hereh-index 161.1k citations45 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author17

Across the 22 of 26 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • cs.CV6
  • cs.CR5
  • cs.CL4
  • cs.AI1
  • stat.ML1
affiliations
  • Georgia Institute of Technology
Homepage

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedModeling of Spatio-Temporal Hawkes Processes with Randomized Kernels

12 citations · 35 across the 23 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

cs.CR2023★ 9 cited

Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives

Sihao Hu, Tiansheng Huang, Fatih İlhan +2

This paper provides a systematic analysis of the opportunities, challenges, and potential solutions of harnessing Large Language Models (LLMs) such as GPT-4 to dig out vulnerabilit…

cs.CR2023

STDLens: Model Hijacking-Resilient Federated Learning for Object Detection

Ka-Ho Chow, Ling Liu, Wenqi Wei +2

Federated Learning (FL) has been gaining popularity as a collaborative learning framework to train deep learning-based object detection models over a distributed population of clie…

cs.LG2023★ 1 cited

Adaptive Deep Neural Network Inference Optimization with EENet

Fatih Ilhan, Ka-Ho Chow, Sihao Hu +9

Well-trained deep neural networks (DNNs) treat all test samples equally during prediction. Adaptive DNN inference with early exiting leverages the observation that some test exampl…

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