Bencheng liao

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upvoted a collection 2 months ago

Hybrid Linear Attention Research

Collection

All 1.3B & 340M hybrid linear-attention experiments. • 60 items • Updated Jul 7 • 12

upvoted a paper 3 months ago

Multiverse: Your Language Models Secretly Decide How to Parallelize and Merge Generation

Paper • 2506.09991 • Published Jun 11 • 56

upvoted a paper 4 months ago

Seed1.5-VL Technical Report

Paper • 2505.07062 • Published May 11 • 150

upvoted 2 papers 5 months ago

When To Solve, When To Verify: Compute-Optimal Problem Solving and Generative Verification for LLM Reasoning

Paper • 2504.01005 • Published Apr 1 • 16

Z1: Efficient Test-time Scaling with Code

Paper • 2504.00810 • Published Apr 1 • 27

upvoted 6 papers 6 months ago

Qwen2.5-Omni Technical Report

Paper • 2503.20215 • Published Mar 26 • 165

OpenVLThinker: An Early Exploration to Complex Vision-Language Reasoning via Iterative Self-Improvement

Paper • 2503.17352 • Published Mar 21 • 24

OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models

Paper • 2503.08686 • Published Mar 11 • 19

AlphaDrive: Unleashing the Power of VLMs in Autonomous Driving via Reinforcement Learning and Reasoning

Paper • 2503.07608 • Published Mar 10 • 23

Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Paper • 2503.01743 • Published Mar 3 • 90

Visual-RFT: Visual Reinforcement Fine-Tuning

Paper • 2503.01785 • Published Mar 3 • 83

upvoted 7 papers 7 months ago

LightThinker: Thinking Step-by-Step Compression

Paper • 2502.15589 • Published Feb 21 • 30

Thinking Preference Optimization

Paper • 2502.13173 • Published Feb 17 • 17

Small Models Struggle to Learn from Strong Reasoners

Paper • 2502.12143 • Published Feb 17 • 40

LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization

Paper • 2502.13922 • Published Feb 19 • 28

Qwen2.5-VL Technical Report

Paper • 2502.13923 • Published Feb 19 • 203

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

Paper • 2502.13144 • Published Feb 18 • 39

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

Paper • 2502.13145 • Published Feb 18 • 38

upvoted a paper 8 months ago

Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models

Paper • 2501.01423 • Published Jan 2 • 44

upvoted a paper 10 months ago

ControlAR: Controllable Image Generation with Autoregressive Models

Paper • 2410.02705 • Published Oct 3, 2024 • 11