Moumita Choudhury

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Publication activitypapers/week, last 8 weeks

Research focus

Reasoning & Chain-of-Thought (1)Red-Teaming & Adversarial Robustness (1)RLHF & Preference Learning (1)

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Vanshaj Khattar (1)Md Rafi ur Rashid (1)Jing Liu (1)Toshiaki Koike-Akino (1)

Papers (1)

Mar 16, 2026

Mitsubishi Electric Research1d ago

Amplification Effects in Test-Time Reinforcement Learning: Safety and Reasoning Vulnerabilities

Test-time RL, intended to boost LLM reasoning, can backfire by amplifying harmful tendencies and degrading reasoning when exposed to adversarial prompts.

Vanshaj Khattar, Md Rafi ur Rashid, Moumita Choudhury +4

Reasoning & Chain-of-Thought Red-Teaming & Adversarial Robustness RLHF & Preference Learning

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Moumita Choudhury

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)