I-Hsin Chung
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
adversarial robustness
(1)
object detection
(1)
attention mechanism
(1)
adversarial training
(1)
model merging
(1)
model safety
(1)
deep learning
(1)
neural network optimization
(1)
nuclear norm
(1)
adversarial attack
(1)
loss function
(1)
spectral truncation
(1)
edge device
(1)
edge computing
(1)
inference optimization
(1)
prompt injection
(1)
multilingual model
(1)
inference time
(1)
adversarial attack detection
(1)
large language model
(1)
Papers
Data-Driven Lipschitz Continuity: A Cost-Effective Approach to Improve Adversarial Robustness
WACV 2026
Attention Tracker: Detecting Prompt Injection Attacks in LLMs
NAACL 2025
STAR: Spectral Truncation and Rescale for Model Merging
NAACL 2025
Overload: Latency Attacks on Object Detection for Edge Devices
CVPR 2024