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Sai Ashish Somayajula
Sai Ashish Somayajula
University of California, San Diego; Indian Institute of Technology, Hyderabad.
Verified email at ucsd.edu
Title
Cited by
Cited by
Year
A multi-level optimization framework for end-to-end text augmentation
SA Somayajula, L Song, P Xie
Transactions of the Association for Computational Linguistics 10, 343-358, 2022
92022
Supervised deep learning for MIMO precoding
AG Pathapati, N Chakradhar, P Havish, SA Somayajula, S Amuru
2020 IEEE 3rd 5G World Forum (5GWF), 418-423, 2020
42020
Improving image classification of gastrointestinal endoscopy using curriculum self-supervised learning
H Guo, SA Somayajula, R Hosseini, P Xie
Scientific Reports 14 (1), 6100, 2024
12024
AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning
R Zhang, R Qiang, SA Somayajula, P Xie
Annual Conference of the North American Chapter of the Association for …, 2024
12024
Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models
M Huo, SA Somayajula, Y Liang, R Zhang, F Koushanfar, P Xie
ICML, 2024
2024
Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts
SA Somayajula, Y Liang, L Zhang, A Singh, P Xie
Annual Conference of the North American Chapter of the Association for …, 2024
2024
Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization
H Guo, R Hosseini, R Zhang, SA Somayajula, RR Chowdhury, RK Gupta, ...
arXiv preprint arXiv:2402.18128, 2024
2024
Improving long COVID-related text classification: a novel end-to-end domain-adaptive paraphrasing framework
SA Somayajula, O Litake, Y Liang, R Hosseini, S Nemati, DO Wilson, ...
Scientific Reports 14 (1), 85, 2024
2024
Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training
SA Somayajula, L Jin, L Song, H Mi, D Yu
Findings of the Association for Computational Linguistics: ACL 2023, 8569-8588, 2023
2023
Improving Differentiable Architecture Search with a Generative Model
R Zhang, Y Liang, SA Somayajula, P Xie
arXiv preprint arXiv:2112.00171, 2021
2021
Investigating the relationship between graph eigenvector ordering and the signal processing dual
S Batreddy, SS Ashish, A Siripuram
arXiv preprint arXiv:1911.08135, 2019
2019
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Articles 1–11