Ruochen Zhou
3 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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The Questioner
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Research topics
Keywords
model robustness
(1)
attention mechanism
(1)
adversarial training
(1)
monte carlo tree search
(1)
best-of-n sampling
(1)
spatial reasoning
(1)
cross-domain generalization
(1)
vision-language-action model
(1)
robotic system
(1)
process reward model
(1)
test-time scaling
(1)
image token
(1)
physical attack
(1)
large language model
(1)
focus area
(1)
sensor attack
(1)
vlms
(1)
text tokens
(1)
Papers
From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling
AAAI 2026
Phantom Menace: Exploring and Enhancing the Robustness of VLA Models Against Physical Sensor Attacks
AAAI 2026
Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas
ICML 2025