Improving Test-Time Scaling with Adaptive Looped Transformers
Paper • 2609.35748 • Published • 58
Tianyu Fu
fuvty
AI & ML interests
efficient-llm
large-language-models
sparse-attention
token-routing
latent-iterations
kv-cache
multi-llm
reasoning
inference
systems
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authored a paper 6 days ago
Improving Test-Time Scaling with Adaptive Looped Transformers upvoted a paper 6 days ago
WorldPlay2: Extending Real-Time Interactive World Models in Control and Horizon upvoted a paper 6 days ago
Learning to Learn from Context: Synthetic Training from Perturbed Public DocumentsOrganizations
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upvoted 8
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WorldPlay2: Extending Real-Time Interactive World Models in Control and Horizon
Paper • 2609.35560 • Published • 31
Learning to Learn from Context: Synthetic Training from Perturbed Public Documents
Paper • 2609.33642 • Published • 32
Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning
Paper • 2609.33781 • Published • 45
Learning Native Reflection in Unified Models with Interleaved Reinforcement Learning
Paper • 2609.35767 • Published • 49
Knowing When Thinking Is Not Enough: Teaching Small Reasoning Models to Reason Beyond Their Parametric Knowledge
Paper • 2609.34327 • Published • 40
CompoWorld: Compositional Environment Scaling for General Agents
Paper • 2609.33665 • Published • 42
EmbodiedMemory-Bench: Benchmarking Embodied Memory for Long-Horizon Embodied Tasks
Paper • 2609.28236 • Published • 39
Improving Test-Time Scaling with Adaptive Looped Transformers
Paper • 2609.35748 • Published • 58
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