Juntao Li

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authored 2 papers 4 months ago

Elastic Attention: Test-time Adaptive Sparsity Ratios for Efficient Transformers

Paper • 2601.17367 • Published Jan 24 • 34

$\texttt{MemoryRewardBench}$: Benchmarking Reward Models for Long-Term Memory Management in Large Language Models

Paper • 2601.11969 • Published Jan 17 • 27

authored 3 papers about 1 year ago

OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning

Paper • 2505.08617 • Published May 13, 2025 • 42

Taming the Titans: A Survey of Efficient LLM Inference Serving

Paper • 2504.19720 • Published Apr 28, 2025 • 12

Expanding RL with Verifiable Rewards Across Diverse Domains

Paper • 2503.23829 • Published Mar 31, 2025 • 24

authored 4 papers over 1 year ago

Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs

Paper • 2501.18585 • Published Jan 30, 2025 • 61

Test-time Computing: from System-1 Thinking to System-2 Thinking

Paper • 2501.02497 • Published Jan 5, 2025 • 45

Unleashing Reasoning Capability of LLMs via Scalable Question Synthesis from Scratch

Paper • 2410.18693 • Published Oct 24, 2024 • 42

LOGO -- Long cOntext aliGnment via efficient preference Optimization

Paper • 2410.18533 • Published Oct 24, 2024 • 43