Shizhan Gong
4 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (1)
CVPR (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
image classification
(1)
adversarial training
(1)
visual representation
(1)
neural network interpretability
(1)
group sparsity
(1)
saliency map
(1)
multimodal large language model
(1)
concept extraction
(1)
concept bottleneck model
(1)
sparsity regularization
(1)
gradient-based saliency
(1)
sparse decomposition
(1)
neural network
(1)
gradient-based saliency map
(1)
Papers
Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations
AAAI 2026
Boosting the visual interpretability of CLIP via adversarial fine-tuning
ICLR 2025
Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models
ICML 2025
Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training
CVPR 2024