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Nikhil Kandpal

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

9

Venues

4

Active years

2019–2025

Best venue rank

A*

Where they publish

Papers

9 indexed papers, newest first.

YearVenueTitleAuthors
2025EMNLPEfficient Model Development through Fine-tuning Transfer.Pin-Jie Lin, Rishab Balasubramanian, Fengyuan Liu, Nikhil Kandpal, Tu Vu
2025ICLRAttriBoT: A Bag of Tricks for Efficiently Approximating Leave-One-Out Context Attribution.Fengyuan Liu, Nikhil Kandpal, Colin Raffel
2025ICMLPosition: The Most Expensive Part of an LLM *should* be its Training Data.Nikhil Kandpal, Colin Raffel
2024EMNLPUser Inference Attacks on Large Language Models.Nikhil Kandpal, Krishna Pillutla, Alina Oprea, Peter Kairouz, Christopher A. Choquette-Choo, Zheng Xu
2023ICMLLarge Language Models Struggle to Learn Long-Tail Knowledge.Nikhil Kandpal, Haikang Deng, Adam Roberts, Eric Wallace, Colin Raffel
2023ICMLGit-Theta: A Git Extension for Collaborative Development of Machine Learning Models.Nikhil Kandpal, Brian Lester, Mohammed Muqeeth, Anisha Mascarenhas, Monty Evans, Vishal Baskaran, Tenghao Huang, Haokun Liu, Colin Raffel
2022ICASSPMusic Enhancement via Image Translation and Vocoding.Nikhil Kandpal, Oriol Nieto, Zeyu Jin
2022ICMLDeduplicating Training Data Mitigates Privacy Risks in Language Models.Nikhil Kandpal, Eric Wallace, Colin Raffel
2019EMNLPUniversal Adversarial Triggers for Attacking and Analyzing NLP.Eric Wallace, Shi Feng, Nikhil Kandpal, Matt Gardner, Sameer Singh