Yongliang Wu

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upvoted a paper 4 days ago

Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models

Paper • 2605.17672 • Published 6 days ago • 22

upvoted a paper 8 days ago

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents

Paper • 2605.13941 • Published 10 days ago • 24

upvoted a paper 9 days ago

Covering Human Action Space for Computer Use: Data Synthesis and Benchmark

Paper • 2605.12501 • Published 11 days ago • 14

upvoted a paper 11 days ago

Auto-Rubric as Reward: From Implicit Preferences to Explicit Multimodal Generative Criteria

Paper • 2605.08354 • Published 15 days ago • 23

upvoted 2 papers about 2 months ago

BandPO: Bridging Trust Regions and Ratio Clipping via Probability-Aware Bounds for LLM Reinforcement Learning

Paper • 2603.04918 • Published Mar 5 • 56

GEditBench v2: A Human-Aligned Benchmark for General Image Editing

Paper • 2603.28547 • Published Mar 30 • 32

upvoted a paper 5 months ago

MMGR: Multi-Modal Generative Reasoning

Paper • 2512.14691 • Published Dec 16, 2025 • 121

upvoted a paper 6 months ago

Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights

Paper • 2512.01816 • Published Dec 1, 2025 • 94

upvoted a paper 7 months ago

QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs

Paper • 2510.11696 • Published Oct 13, 2025 • 182

upvoted 2 papers 9 months ago

From Editor to Dense Geometry Estimator

Paper • 2509.04338 • Published Sep 4, 2025 • 96

Towards a Unified View of Large Language Model Post-Training

Paper • 2509.04419 • Published Sep 4, 2025 • 76

upvoted 8 papers 10 months ago

On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification

Paper • 2508.05629 • Published Aug 7, 2025 • 189

Phi-Ground Tech Report: Advancing Perception in GUI Grounding

Paper • 2507.23779 • Published Jul 31, 2025 • 46

MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Paper • 2406.01574 • Published Jun 3, 2024 • 54

OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation

Paper • 2506.07977 • Published Jun 9, 2025 • 40

Step-Audio 2 Technical Report

Paper • 2507.16632 • Published Jul 22, 2025 • 74

SpeakerVid-5M: A Large-Scale High-Quality Dataset for Audio-Visual Dyadic Interactive Human Generation

Paper • 2507.09862 • Published Jul 14, 2025 • 51

LayerCake: Token-Aware Contrastive Decoding within Large Language Model Layers

Paper • 2507.04404 • Published Jul 6, 2025 • 22

Vision Foundation Models as Effective Visual Tokenizers for Autoregressive Image Generation

Paper • 2507.08441 • Published Jul 11, 2025 • 62

upvoted a paper 11 months ago

A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce

Paper • 2504.11343 • Published Apr 15, 2025 • 20