Huy H. Nguyen

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (2)Red-Teaming & Adversarial Robustness (2)Multimodal Models (1)Constitutional AI & AI Ethics (1)

Frequent co-authors

Jia Chengyu (1)AprilPyone MaungMaung (1)Jinyin Chen (1)Pride Kavumba (1)

Papers (2)

Apr 6, 2026

Jia Chengyu +31w ago

Beyond Standard Benchmarks: A Systematic Audit of Vision-Language Model's Robustness to Natural Semantic Variation Across Diverse Tasks

Robust CLIP models, surprisingly, can be *more* vulnerable to natural semantic variations than standard CLIP, revealing a critical flaw in current robustness training strategies.

Jia Chengyu, AprilPyone MaungMaung, Huy H. Nguyen +1

Eval Frameworks & Benchmarks Multimodal Models Red-Teaming & Adversarial Robustness

Apr 5, 2026

SB Intuitions Corp.2w ago

Predict, Don't React: Value-Based Safety Forecasting for LLM Streaming

Stop reacting to unsafe LLM outputs and start predicting them: StreamGuard forecasts the harmfulness of future text, enabling earlier and more effective safety interventions.

Pride Kavumba, Koki Wataoka, Huy H. Nguyen +2

Constitutional AI & AI Ethics Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness

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Huy H. Nguyen

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)