Chun-Sung Ferng
5 papers · 2012–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5) π Academic Marathon (13)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(17)
Conferences
ACML (1)
CVPR (1)
EMNLP (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
active learning
(1)
transformer architecture
(1)
representation learning
(1)
image classification
(1)
adversarial robustness
(1)
model robustness
(1)
self-supervised learning
(1)
attention mechanism
(1)
factual accuracy
(1)
text generation
(1)
adversarial training
(1)
permutation equivariance
(1)
uncertainty sampling
(1)
support vector machine
(1)
deep neural network
(1)
adversarial perturbation
(1)
gradient approximation
(1)
positional encoding
(1)
decoding strategy
(1)
output optimization
(1)
Papers
Sufficient Context: A New Lens on Retrieval Augmented Generation Systems
ICLR 2025
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models
NIPS 2024
Adversarial Robustness Across Representation Spaces
CVPR 2021
A Simple and Effective Positional Encoding for Transformers
EMNLP 2021
Active Learning with Hinted Support Vector Machine
ACML 2012