Vipin Chaudhary

Full Professor, Case Western Reserve University

3 papers at NeurIPS 2025

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Poster Session 2

1 paper

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float (DFloat11)

#4105 · Tianyi Zhang, Mohsen Hariri, Shaochen Zhong, Vipin Chaudhary, Yang Sui, Xia Hu, Anshumali Shrivastava

Poster Session 5

2 papers

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning

#4200 · Van Yang, Zirui Liu, Hongye Jin, Qingyu Yin, Vipin Chaudhary, Xiaotian Han

uncovering the Role of Long-Context Ability in Reasoning Training

Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks

#911 · Debargha Ganguly, Vikash Singh, Sreehari Sankar, Biyao Zhang, Xuecen Zhang, Srinivasan Iyengar, Xiaotian Han, Amit Sharma, Shivkumar Kalyanaraman, Vipin Chaudhary

SCFG-based framework characterizes uncertainty in LLM formal reasoning, enabling selective verification that reduces errors while minimally abstaining.