Time-Reversal Provides Unsupervised Feedback to LLMs

Yerram Varun*, Rahul Madhavan*, Sravanti Addepalli*, Arun Suggala, Karthikeyan Shanmugam, Prateek Jain

Spotlight @ NeurIPS 2024

Does Safety Training of LLMs Generalize to Semantically Related Natural Prompts?

Sravanti Addepalli, Yerram Varun, Arun Suggala, Karthikeyan Shanmugam, Prateek Jain

ICLR 2025

SafeGenAI workshop @ NeurIPS 2024

HiRE: High Recall Approximate Top-k Estimation for Efficient LLM Inference

Yashas Samaga B L*, Yerram Varun*, Chong You, Srinadh Bhojanapalli, Sanjiv Kumar, Prateek Jain, Praneeth Netrapalli

Faster Approx. Top-K: Harnessing the Full Power of Two Stages

Yashas Samaga, Yerram Varun, Spandana Raj Babbula, Prateek Jain, Praneeth Netrapalli

FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts

Shubhankar Singh*, Purvi Chaurasia*, Yerram Varun, Pranshu Pandya, Vatsal Gupta, Vivek Gupta, Dan Roth

Findings of ACL 2024

Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM Model for Tabular Reasoning

Yerram Varun, Aayush Sharma, Vivek Gupta

DeeLIO Workshop @ ACL 2022

Best Paper Award!

Provably High Degree Polynomial Representation Learning with Neural Networks

Rahul Madhavan, Yerram Varun

ICOMP 2024

Extraction and Calculation of Roadway Area from Satellite Images Using Improved Deep Learning Model and Post-Processing

Yerram Varun, Hiroyuki Takeshita, Yuji Iwahori, Yoshitsugu Hayashi, M. K. Bhuyan, Shinji Fukui, Boonserm Kijsirikul, Aili Wang

Journal of Imaging, MDPI