siyeng feng

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upvoted 2 papers about 17 hours ago

EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents

Paper • 2502.09560 • Published 1 day ago • 22

Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Paper • 2407.21787 • Published Jul 31, 2024 • 13

upvoted 14 papers 2 days ago

RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published 22 days ago • 24

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity

Paper • 2501.16295 • Published 19 days ago • 8

CodeMonkeys: Scaling Test-Time Compute for Software Engineering

Paper • 2501.14723 • Published 22 days ago • 8

LM2: Large Memory Models

Paper • 2502.06049 • Published 5 days ago • 25

Towards Internet-Scale Training For Agents

Paper • 2502.06776 • Published 5 days ago • 3

MetaChain: A Fully-Automated and Zero-Code Framework for LLM Agents

Paper • 2502.05957 • Published 6 days ago • 13

Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

Paper • 2502.06703 • Published 5 days ago • 117

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning

Paper • 2502.06781 • Published 5 days ago • 47

ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates

Paper • 2502.06772 • Published 5 days ago • 17

Scaling Pre-training to One Hundred Billion Data for Vision Language Models

Paper • 2502.07617 • Published 4 days ago • 23

Teaching Language Models to Critique via Reinforcement Learning

Paper • 2502.03492 • Published 10 days ago • 21

LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!

Paper • 2502.07374 • Published 4 days ago • 27

CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction

Paper • 2502.07316 • Published 4 days ago • 28

Competitive Programming with Large Reasoning Models

Paper • 2502.06807 • Published 11 days ago • 54

upvoted 4 papers 5 days ago

QLIP: Text-Aligned Visual Tokenization Unifies Auto-Regressive Multimodal Understanding and Generation

Paper • 2502.05178 • Published 8 days ago • 10

CMoE: Fast Carving of Mixture-of-Experts for Efficient LLM Inference

Paper • 2502.04416 • Published 9 days ago • 10

Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models

Paper • 2502.04404 • Published 9 days ago • 18

Generating Symbolic World Models via Test-time Scaling of Large Language Models

Paper • 2502.04728 • Published 8 days ago • 16