siyeng feng

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upvoted a paper 1 day ago

The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding

Paper • 2502.08946 • Published 11 days ago • 181

upvoted 5 papers 2 days ago

S^2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning

Paper • 2502.12853 • Published 5 days ago • 22

Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning

Paper • 2502.14768 • Published 3 days ago • 32

S*: Test Time Scaling for Code Generation

Paper • 2502.14382 • Published 4 days ago • 52

SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Paper • 2502.14786 • Published 3 days ago • 100

MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published 3 days ago • 150

upvoted a paper 3 days ago

RAD: Training an End-to-End Driving Policy via Large-Scale 3DGS-based Reinforcement Learning

Paper • 2502.13144 • Published 5 days ago • 34

upvoted 11 papers 4 days ago

Atom of Thoughts for Markov LLM Test-Time Scaling

Paper • 2502.12018 • Published 6 days ago • 9

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Paper • 2502.11271 • Published 7 days ago • 12

You Do Not Fully Utilize Transformer's Representation Capacity

Paper • 2502.09245 • Published 10 days ago • 30

Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities?

Paper • 2502.12215 • Published 7 days ago • 15

RealSyn: An Effective and Scalable Multimodal Interleaved Document Transformation Paradigm

Paper • 2502.12513 • Published 6 days ago • 15

Magma: A Foundation Model for Multimodal AI Agents

Paper • 2502.13130 • Published 5 days ago • 41

Rethinking Diverse Human Preference Learning through Principal Component Analysis

Paper • 2502.13131 • Published 5 days ago • 34

FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading

Paper • 2502.11433 • Published 7 days ago • 31

Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear Distillation

Paper • 2502.13145 • Published 5 days ago • 34

SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation

Paper • 2502.13143 • Published 5 days ago • 28

Continuous Diffusion Model for Language Modeling

Paper • 2502.11564 • Published 7 days ago • 48

upvoted 2 papers 5 days ago

IHEval: Evaluating Language Models on Following the Instruction Hierarchy

Paper • 2502.08745 • Published 11 days ago • 18

PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning

Paper • 2502.12054 • Published 6 days ago • 5