| 2026 | EACL | EACL 2026 Student Research Workshop: Mentorship Program Report. | Selene Baez Santamara, Sai Ashish Somayajula, Atsuki Yamaguchi |
| 2025 | EMNLP | Can Prompts Rewind Time for LLMs? Evaluating the Effectiveness of Prompted Knowledge Cutoffs. | Xin Gao, Ruiyi Zhang, Daniel Du, Saurabh Mahindre, Sai Ashish Somayajula, Pengtao Xie |
| 2025 | EMNLP | Improving the Language Understanding Capabilities of Large Language Models Using Reinforcement Learning. | Sai Ashish Somayajula, Bokai Hu, Qi Cao, Xin Pan, Pengtao Xie |
| 2024 | ICML | Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models. | Mingjia Huo, Sai Ashish Somayajula, Youwei Liang, Ruisi Zhang, Farinaz Koushanfar, Pengtao Xie |
| 2024 | NAACL | Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts. | Sai Ashish Somayajula, Youwei Liang, Li Zhang, Abhishek Singh, Pengtao Xie |
| 2024 | NAACL | AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning. | Ruiyi Zhang, Rushi Qiang, Sai Ashish Somayajula, Pengtao Xie |
| 2023 | ACL | Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training. | Sai Ashish Somayajula, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu |