Chanchal K. Roy

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (2)Inference & Quantization (1)Training Efficiency & Optimization (1)Eval Frameworks & Benchmarks (1)

Frequent co-authors

Ajmain Inqiad Alam (1)Palash Roy (1)Banani Roy (1)Kevin A. Schneider (1)

Papers (2)

Apr 28, 2026

Ajmain Inqiad Alam +43w ago

Carbon-Taxed Transformers: A Green Compression Pipeline for Overgrown Language Models

Slash your LLM's carbon footprint by up to 81% without sacrificing performance using a compression pipeline inspired by carbon taxation.

Ajmain Inqiad Alam, Palash Roy, Chanchal K. Roy +2

Code Generation & Program Synthesis Inference & Quantization Training Efficiency & Optimization

Feb 18, 2026

University of SaskatchewanFeb 18, 2026

Algorithm-Based Pipeline for Reliable and Intent-Preserving Code Translation with LLMs

LLMs can translate code with 10% higher accuracy by using a language-neutral intermediate representation, slashing lexical errors and runtime failures.

Shahriar Rumi Dipto, Shahriar Rumi Dipto, Saikat Mondal +3

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought

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Chanchal K. Roy

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)