COMET: Neural Cost Model Explanation Framework.
Isha Chaudhary, Alex Renda, Charith Mendis, Gagandeep Singh.
MLSys 2024, also at XAIA@NeurIPS 2023
Quantitative Certification of Bias in Large Language Models.
Isha Chaudhary, Qian Hu, Manoj Kumar, Morteza Ziyadi, Rahul Gupta, Gagandeep Singh.
QuaCer-C: Quantitative Certification of Knowledge Comprehension in LLMs.
Isha Chaudhary, Vedaant Jain, Gagandeep Singh.
SeT LLM @ ICLR 2024
Specification Generation for Neural Networks in Systems
Isha Chaudhary, Shuyi Lin, Cheng Tan, Gagandeep Singh.
Arxiv, 2024.
Bypassing the Safety Training of Open-Source LLMs with Priming Attacks.
Jason Vega*, Isha Chaudhary*, Changming Xu*, Gagandeep Singh.
Tiny Papers @ ICLR 2024