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hendrydong 

authored 2 papers about 2 months ago

Fractured Chain-of-Thought Reasoning

Paper • 2505.12992 • Published May 19 • 22

Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models

Paper • 2505.10554 • Published May 15 • 119

hendrydong 

authored 2 papers 2 months ago

Scalable Chain of Thoughts via Elastic Reasoning

Paper • 2505.05315 • Published May 8 • 26

Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL

Paper • 2505.02391 • Published May 5 • 25

bpucla 

authored a paper 5 months ago

BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation

Paper • 2502.03860 • Published Feb 6 • 24

hendrydong 

authored 2 papers 5 months ago

BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation

Paper • 2502.03860 • Published Feb 6 • 24

Reward-Guided Speculative Decoding for Efficient LLM Reasoning

Paper • 2501.19324 • Published Jan 31 • 40

hendrydong 

authored a paper 7 months ago

Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published Dec 20, 2024 • 39

hendrydong 

updated a model 9 months ago

sfairXC/FsfairX-LLaMA3-RM-v0.1

Text Classification • 8B • Updated Oct 14, 2024 • 1.63k • 59

hendrydong 

authored a paper 9 months ago

MathHay: An Automated Benchmark for Long-Context Mathematical Reasoning in LLMs

Paper • 2410.04698 • Published Oct 7, 2024 • 13

hendrydong 

updated 4 models 10 months ago

sfairXC/llama-3.1-sft-2ep

Text Generation • 8B • Updated Sep 18, 2024 • 8

sfairXC/llama-3.1-sft-1ep

Text Generation • 8B • Updated Sep 18, 2024 • 18

sfairXC/gemma-sft-2ep

Text Generation • 3B • Updated Aug 30, 2024 • 15

sfairXC/gemma-sft-1ep

Text Generation • 3B • Updated Aug 30, 2024 • 6

hendrydong 

authored a paper 11 months ago

ThinK: Thinner Key Cache by Query-Driven Pruning

Paper • 2407.21018 • Published Jul 30, 2024 • 33

hendrydong 

updated a model 12 months ago

sfairXC/FsfairX-Gemma2-RM-v0.1

Text Classification • 9B • Updated Jul 9, 2024 • 10 • 7

hendrydong 

authored 4 papers about 1 year ago

Reverse Diffusion Monte Carlo

Paper • 2307.02037 • Published Jul 5, 2023 • 1

Spurious Feature Diversification Improves Out-of-distribution Generalization

Paper • 2309.17230 • Published Sep 29, 2023

Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint

Paper • 2312.11456 • Published Dec 18, 2023 • 1

Local Augmentation for Graph Neural Networks

Paper • 2109.03856 • Published Sep 8, 2021 • 1