3

HARP: Efficient Data Selection for Finetuning Large Language Models
Ning Wang, Zhengxin Zhang, Maosen Tang, Yitang Gao, Claire Cardie, Sainyam Galhotra
PDF Cite
How Far Are We From True Auto-Research?
Zhengxin Zhang, Ning Wang, Sainyam Galhotra, Claire Cardie
PDF Cite
Towards Reliable Testing of Machine Unlearning
Anna Mazhar, Sainyam Galhotra
PDF Cite
Pruning Minimal Reasoning Graphs for Efficient Retrieval-Augmented Generation
Ning Wang, Kuanyan Zhu, Daniel Yuehwoon Yee, Yitang Gao, Shiying Huang, Zirun Xu, Sainyam Galhotra
PDF Cite
Octopus: A Lightweight Entity-Aware System for Multi-Table Data Discovery and Cell-Level Retrieval
Wen-Zhi Li, Sainyam Galhotra
PDF Cite
QJoin: Transformation-aware Joinable Data Discovery Using Reinforcement Learning
Ning Wang, Sainyam Galhotra
PDF Cite
Causal Fuzzing for Verifying Machine Unlearning
Anna Mazhar, Sainyam Galhotra
PDF Cite
Benchmarking Robust Aggregation in Decentralized Gradient Marketplaces
Zeyu Song, Sainyam Galhotra, Shagufta Mehnaz
PDF Cite
Towards General-Purpose Data Discovery: A Programming Languages Approach
Andrew Kang, Yashnil Saha, Sainyam Galhotra
PDF Cite
SIFOTL: A Principled, Statistically-Informed Fidelity-Optimization Method for Tabular Learning
Shubham Mohole, Sainyam Galhotra
PDF Cite