Zhi Zhou
WNJXYK
AI & ML interests
Test-Time Adaptation, Test-Time Scaling, Test-Time Learning
Recent Activity
updated a model 1 day ago
WNJXYK/TTA-ImageNet-ResNet50 updated a collection 1 day ago
⚙️ [Models] Test-Time Adaptation updated a collection 1 day ago
⚙️ [Models] Test-Time AdaptationOrganizations
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Training-Free Group Relative Policy Optimization
Paper • 2510.08191 • Published • 46 -
A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning
Paper • 2510.15444 • Published • 151 -
Reasoning with Sampling: Your Base Model is Smarter Than You Think
Paper • 2510.14901 • Published • 48 -
WALL-E 2.0: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents
Paper • 2504.15785 • Published • 22
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Training-Free Group Relative Policy Optimization
Paper • 2510.08191 • Published • 46 -
A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning
Paper • 2510.15444 • Published • 151 -
Reasoning with Sampling: Your Base Model is Smarter Than You Think
Paper • 2510.14901 • Published • 48 -
WALL-E 2.0: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents
Paper • 2504.15785 • Published • 22
Sampled Reasoning Paths for NeurIPS 2025 Paper: A Theoretical Study on
Bridging Internal Probability and Self-Consistency for LLM Reasoning