Accurus: A Fast Convergence Technique for Accuracy Configurable Approximate Adder Circuits. - Vinamra Benara; Suresh Purini (ISVLSI, 2016)

Synthesizing Power and Area Efficient Image Processing Pipelines on FPGAs using Customized Bit-widths. - Vinamra Benara; Sahithi Rampalli; Ziaul Choudhury; Suresh Purini; Uday Bondhugula (CoRR, 2018)

Bitwidth customization in image processing pipelines using interval analysis and SMT solvers. - Suresh Purini; Vinamra Benara; Ziaul Choudhury; Uday Bondhugula (CC, 2020)

NumS: Scalable Array Programming for the Cloud. - Melih Elibol; Vinamra Benara; Samyu Yagati; Lianmin Zheng; Alvin Cheung; Michael I. Jordan; Ion Stoica (CoRR, 2022)

Crafting Interpretable Embeddings for Language Neuroscience by Asking LLMs Questions. - Vinamra Benara; Chandan Singh; John X. Morris; Richard J. Antonello; Ion Stoica; Alexander Huth; Jianfeng Gao 001 (NeurIPS, 2024)

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture. - Maria Angels de Luis Balaguer; Vinamra Benara; Renato Luiz de Freitas Cunha; Roberto de M. Estevão Filho; Todd Hendry; Daniel Holstein; Jennifer Marsman; Nick Mecklenburg; Sara Malvar; Leonardo O. Nunes; Rafael Padilha; Morris Sharp; et al. (CoRR, 2024)

Crafting Interpretable Embeddings by Asking LLMs Questions. - Vinamra Benara; Chandan Singh; John X. Morris; Richard J. Antonello; Ion Stoica; Alexander G. Huth; Jianfeng Gao 001 (CoRR, 2024)