Uma-Naresh Niranjan

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 6

Top Topics

Context Aware Systems

Top Venues

EMNLP (Industry Track)

University of California, Irvine, USA (PHD)

Education History

University of California, Irvine, USA

PHD

Publications

Son The Nguyen, Uma-Naresh Niranjan, Theja Tulabandhula
CURATRON: Complete Robust Preference Data for Robust Alignment of Large Language Models. CoRR (2024)
Minjia Zhang, Uma-Naresh Niranjan, Yuxiong He
Revisiting the Efficiency-Accuracy Tradeoff in Adapting Transformer Models via Adversarial Fine-Tuning. ECAI (2023)
Uma-Naresh Niranjan, Ziyan Jiang, Ankit, Sungjin Lee, Jie Hao, Xing Fan, Chenlei Guo
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding. CoRR (2022)
Minjia Zhang, Uma-Naresh Niranjan, Yuxiong He
Adversarial Data Augmentation for Task-Specific Knowledge Distillation of Pre-trained Transformers. AAAI (2022)
Minjia Zhang, Uma-Naresh Niranjan, Yuxiong He
ScaLA: Accelerating Adaptation of Pre-Trained Transformer-Based Language Models via Efficient Large-Batch Adversarial Noise. CoRR (2022)
Uma-Naresh Niranjan, Ziyan Jiang, Ankit Ankit, Sungjin Lee, Jie Hao, Xing Fan, Chenlei Guo
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding. EMNLP (Industry Track) (2022)
Li Li, John C. Snyder, Isabelle M. Pelaschier, Jessica Huang, Uma-Naresh Niranjan, Paul Duncan, Matthias Rupp, Klaus-Robert Müller, Kieron Burke
Understanding Machine-learned Density Functionals. CoRR (2014)