Samyak Jain
11 papers · 2022–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (4) πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge
π
Conference Polyglot
(8)
π
Century Club
(11)
β‘
Prolific Year
(7)
β
The Questioner
Conferences
CVPR (2)
ICLR (2)
NIPS (2)
AAAI (1)
COLING (1)
ECCV (1)
NAACL (1)
SEMEVAL (1)
Top co-authors
Keywords
data augmentation
(3)
adversarial attack
(2)
domain generalization
(2)
few-shot learning
(2)
question answering
(2)
argument reasoning
(2)
neural network
(2)
text classification
(1)
ensemble learning
(1)
adversarial robustness
(1)
surrogate model
(1)
preference optimization
(1)
multimodal learning
(1)
adversarial training
(1)
preference alignment
(1)
domain knowledge
(1)
attention mechanism
(1)
model averaging
(1)
machine reading comprehension
(1)
direct preference optimization
(1)
Papers
Bonsai: Gradient-free Graph Condensation for Node Classification
ICLR 2025
What Makes and Breaks Safety Fine-tuning? A Mechanistic Study
NIPS 2024
Stronger and Transferable Node Injection Attacks
AAAI 2024
Saliency-Aware Interpolative Augmentation for Multimodal Financial Prediction
COLING 2024
Towards Understanding and Improving Adversarial Robustness of Vision Transformers
CVPR 2024
NLP at UC Santa Cruz at SemEval-2024 Task 5: Legal Answer Validation using Few-Shot Multi-Choice QA
SEMEVAL 2024
Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks
ICLR 2024
NLP at UC Santa Cruz at SemEval-2024 Task 5: Legal Answer Validation using Few-Shot Multi-Choice QA
NAACL 2024
DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks
CVPR 2023
Scaling Adversarial Training to Large Perturbation Bounds
ECCV 2022
Efficient and Effective Augmentation Strategy for Adversarial Training
NIPS 2022