Dushyant Singh Chauhan

Zayed University of Artificial Intelligence (MBZUAI)

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)RLHF & Preference Learning (1)Reasoning & Chain-of-Thought (1)Scaling Laws & Emergent Abilities (1)

Frequent co-authors

Martin Takac (2)Salem Lahlou (2)Maryam Alshehyari (1)Samuele Poppi (1)Nils Lukas (1)Soham Bhattacharjee (1)

Papers (2)

Sep 1, 2026

Sep 1, 2026·also Affiliation:, Zayed University of Artificial

CopyShield: A Cross-Level Benchmark of Copyright Defenses in LLMs

Targeted non-literal suppression in LLMs reveals a critical trade-off between compliance and output quality that could redefine copyright defense strategies.

Maryam Alshehyari, Dushyant Singh Chauhan, Samuele Poppi +3

Eval Frameworks & Benchmarks RLHF & Preference Learning

Jun 15, 2026

Zayed University of ArtificialJun 15, 2026·also Affiliation:, MBZUAI

Entropy-Gated Latent Recursion

Layer span variation can unlock a new dimension of deterministic rollout diversity, boosting performance by over 10 percentage points on reasoning tasks.

Soham Bhattacharjee, Dushyant Singh Chauhan, Salem Lahlou +1

Reasoning & Chain-of-Thought Scaling Laws & Emergent Abilities

Dushyant Singh Chauhan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)

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Dushyant Singh Chauhan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)