Efficient Reasoning

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ChengsongHuang authored a paper 2 days ago

Training Data Efficiency in Multimodal Process Reward Models

ChengsongHuang authored a paper 4 days ago

TTCS: Test-Time Curriculum Synthesis for Self-Evolving

Leo-Dai authored a paper 4 days ago

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

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ChengsongHuang

authored a paper 2 days ago

Training Data Efficiency in Multimodal Process Reward Models

Paper • 2602.04145 • Published 5 days ago • 74

ChengsongHuang

authored a paper 4 days ago

TTCS: Test-Time Curriculum Synthesis for Self-Evolving

Paper • 2601.22628 • Published 9 days ago • 32

Leo-Dai

authored a paper 4 days ago

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Paper • 2602.03845 • Published 5 days ago • 24

ChengsongHuang

authored a paper 4 days ago

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Paper • 2602.03845 • Published 5 days ago • 24

TongZheng1999

submitted a paper to Daily Papers 5 days ago

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Paper • 2602.03845 • Published 5 days ago • 24

ChengsongHuang

submitted a paper to Daily Papers 7 days ago

TTCS: Test-Time Curriculum Synthesis for Self-Evolving

Paper • 2601.22628 • Published 9 days ago • 32

ChengsongHuang

authored a paper about 1 month ago

RelayLLM: Efficient Reasoning via Collaborative Decoding

Paper • 2601.05167 • Published about 1 month ago • 30

ChengsongHuang

submitted a paper to Daily Papers about 1 month ago

RelayLLM: Efficient Reasoning via Collaborative Decoding

Paper • 2601.05167 • Published about 1 month ago • 30

ChengsongHuang

authored a paper about 1 month ago

Benchmark^2: Systematic Evaluation of LLM Benchmarks

Paper • 2601.03986 • Published Jan 7 • 34

ChengsongHuang

submitted a paper to Daily Papers about 1 month ago

Benchmark^2: Systematic Evaluation of LLM Benchmarks

Paper • 2601.03986 • Published Jan 7 • 34

ChengsongHuang

authored a paper about 2 months ago

Guided Self-Evolving LLMs with Minimal Human Supervision

Paper • 2512.02472 • Published Dec 2, 2025 • 54

ChengsongHuang

authored a paper 3 months ago

VisPlay: Self-Evolving Vision-Language Models from Images

Paper • 2511.15661 • Published Nov 19, 2025 • 43

Leo-Dai

authored 2 papers 4 months ago

StatEval: A Comprehensive Benchmark for Large Language Models in Statistics

Paper • 2510.09517 • Published Oct 10, 2025 • 7

VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning

Paper • 2510.01444 • Published Oct 1, 2025 • 20

TongZheng1999

authored a paper 4 months ago

VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning

Paper • 2510.01444 • Published Oct 1, 2025 • 20

Leo-Dai

authored a paper 5 months ago

CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models

Paper • 2509.09675 • Published Sep 11, 2025 • 28

TongZheng1999

authored a paper 5 months ago

CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models

Paper • 2509.09675 • Published Sep 11, 2025 • 28

ChengsongHuang

authored a paper 5 months ago

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9, 2025 • 102

Leo-Dai

authored a paper 5 months ago

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9, 2025 • 102

TongZheng1999

authored a paper 5 months ago

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9, 2025 • 102

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