Sai Ashish Somayajula

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Low Rank And Sparse

Top Venues

Publications

Mingjia Huo, Sai Ashish Somayajula, Youwei Liang, Ruisi Zhang, Farinaz Koushanfar, Pengtao Xie
Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models. CoRR (2024)
Han Guo, Ramtin Hosseini, Ruiyi Zhang, Sai Ashish Somayajula, Ranak Roy Chowdhury, Rajesh K. Gupta, Pengtao Xie
Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization. CoRR (2024)
Ruiyi Zhang, Rushi Qiang, Sai Ashish Somayajula, Pengtao Xie
AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning. CoRR (2024)
Sai Ashish Somayajula, Youwei Liang, Abhishek Singh, Li Zhang, Pengtao Xie
Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts. CoRR (2024)
Sai Ashish Somayajula, Youwei Liang, Li Zhang, Abhishek Singh, Pengtao Xie
Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts. NAACL-HLT (2024)
Ruiyi Zhang, Rushi Qiang, Sai Ashish Somayajula, Pengtao Xie
AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning. NAACL-HLT (2024)
Sai Ashish Somayajula, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu
Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training. ACL (Findings) (2023)
Sai Ashish Somayajula, Linfeng Song, Pengtao Xie
A Multi-Level Optimization Framework for End-to-End Text Augmentation. Trans. Assoc. Comput. Linguistics 10 (2022)
Ruisi Zhang, Youwei Liang, Sai Ashish Somayajula, Pengtao Xie
Improving Differentiable Architecture Search with a Generative Model. CoRR (2021)
Aravind Ganesh Pathapati, Nakka Chakradhar, PNVSSK Havish, Sai Ashish Somayajula, Saidhiraj Amuru
Supervised Deep Learning for MIMO Precoding. 5G World Forum (2020)