Zhilin Wang

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upvoted a paper 21 days ago

Matrix-Game 4.0: Harnessing Video Models for Real-Time Playable Game Worlds

Paper • 2610.27999 • Published 22 days ago • 98

upvoted a paper 28 days ago

TPPO: Tracking-Value PPO For Language Model Reasoning

Paper • 2610.16794 • Published about 1 month ago • 80

upvoted a paper about 2 months ago

The Past Frames the Future: Memory for Autoregressive Video Generation

Paper • 2609.28466 • Published Sep 23 • 44

upvoted 3 papers 3 months ago

Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering

Paper • 2607.28568 • Published Jul 30 • 149

SKT: Skill-Use Training at Scale via Verified Synthetic Data Generation

Paper • 2608.02287 • Published Aug 3 • 27

HumanCLAW: Can Vision-Language Models Act Through a Body?

Paper • 2607.27180 • Published Jul 29 • 73

upvoted 6 papers 4 months ago

From Proprietary to Open-Source: Bridging the Distribution Gap via Multi-Agent Protocol Distillation in Agentic Search

Paper • 2607.24280 • Published Jul 27 • 84

xHC: Expanded Hyper-Connections

Paper • 2607.14530 • Published Jul 16 • 53

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails

Paper • 2607.05910 • Published Jul 7 • 30

Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning

Paper • 2607.07708 • Published Jul 8 • 87

EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments

Paper • 2607.02440 • Published Jul 2 • 49

Morphing into Hybrid Attention Models

Paper • 2606.30562 • Published Jun 29 • 49

upvoted 3 papers 5 months ago

MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling

Paper • 2606.13473 • Published Jun 11 • 98

On the Geometry of On-Policy Distillation

Paper • 2606.07082 • Published Jun 5 • 75

NITP: Next Implicit Token Prediction for LLM Pre-training

Paper • 2605.24956 • Published May 24 • 33

upvoted 2 papers 6 months ago

Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling

Paper • 2605.13301 • Published May 13 • 137

Teaching Thinking Models to Reason with Tools: A Full-Pipeline Recipe for Tool-Integrated Reasoning

Paper • 2605.06326 • Published May 7 • 26

upvoted 2 papers 10 months ago

DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models

Paper • 2512.24165 • Published Dec 30, 2025 • 53

Evaluating Parameter Efficient Methods for RLVR

Paper • 2512.23165 • Published Dec 29, 2025 • 29

upvoted a paper 11 months ago

Flash-DMD: Towards High-Fidelity Few-Step Image Generation with Efficient Distillation and Joint Reinforcement Learning

Paper • 2511.20549 • Published Nov 25, 2025 • 27