Nikhil Kandpal
9 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π Cross-Pollinator (15) π Academic Marathon (6) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19)
π
Conference Polyglot
(4)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
(2)
Conferences
ICML (4)
EMNLP (3)
ICLR (1)
IJCNLP (1)
Top co-authors
Research topics
Keywords
large language model
(3)
adversarial trigger
(2)
adversarial attack
(2)
membership inference
(2)
universal adversarial trigger
(2)
language model
(2)
gradient-guided search
(2)
model interpretability
(2)
privacy attack
(2)
training datum
(1)
retrieval augmentation
(1)
machine learning model
(1)
transfer attack
(1)
model interpretation
(1)
pre-training datum
(1)
knowledge memorization
(1)
parameter tracking
(1)
data deduplication
(1)
long-tail knowledge
(1)
version control system
(1)
Papers
AttriBoT: A Bag of Tricks for Efficiently Approximating Leave-One-Out Context Attribution
ICLR 2025
Efficient Model Development through Fine-tuning Transfer
EMNLP 2025
Position: The Most Expensive Part of an LLM *should* be its Training Data
ICML 2025
User Inference Attacks on Large Language Models
EMNLP 2024
Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models
ICML 2023
Large Language Models Struggle to Learn Long-Tail Knowledge
ICML 2023
Deduplicating Training Data Mitigates Privacy Risks in Language Models
ICML 2022
Universal Adversarial Triggers for Attacking and Analyzing NLP
IJCNLP 2019
Universal Adversarial Triggers for Attacking and Analyzing NLP
EMNLP 2019