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ORCIDSai Ashish Somayajula
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2020 – today
- 2024
[c5]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. ICML 2024- [c4]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: 4936-4953 - [c3]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: 5048-5060 - [i5]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 abs/2402.18059 (2024) - [i4]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 abs/2402.18128 (2024) - [i3]Ruiyi Zhang, Rushi Qiang, Sai Ashish Somayajula, Pengtao Xie:
AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning. CoRR abs/2403.09113 (2024) - [i2]Sai Ashish Somayajula, Youwei Liang, Abhishek Singh, Li Zhang, Pengtao Xie:
Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts. CoRR abs/2403.12918 (2024) - 2023
- [c2]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: 8569-8588 - 2022
- [j1]Sai Ashish Somayajula, Linfeng Song, Pengtao Xie:
A Multi-Level Optimization Framework for End-to-End Text Augmentation. Trans. Assoc. Comput. Linguistics 10: 343-358 (2022) - 2021
- [i1]Ruisi Zhang, Youwei Liang, Sai Ashish Somayajula, Pengtao Xie:
Improving Differentiable Architecture Search with a Generative Model. CoRR abs/2112.00171 (2021) - 2020
- [c1]Aravind Ganesh Pathapati, Nakka Chakradhar, PNVSSK Havish, Sai Ashish Somayajula, Saidhiraj Amuru:
Supervised Deep Learning for MIMO Precoding. 5G World Forum 2020: 418-423
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