Melih Özcan

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upvoted 2 papers 25 days ago

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

Paper • 2606.13473 • Published 28 days ago • 92

MiniMax Sparse Attention

Paper • 2606.13392 • Published 28 days ago • 150

upvoted a paper 3 months ago

OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation

Paper • 2604.18486 • Published Apr 20 • 96

upvoted 10 papers 5 months ago

Step 3.5 Flash: Open Frontier-Level Intelligence with 11B Active Parameters

Paper • 2602.10604 • Published Feb 11 • 201

Code2World: A GUI World Model via Renderable Code Generation

Paper • 2602.09856 • Published Feb 10 • 201

UI-Venus-1.5 Technical Report

Paper • 2602.09082 • Published Feb 9 • 158

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

Paper • 2602.05400 • Published Feb 5 • 355

SoMA: A Real-to-Sim Neural Simulator for Robotic Soft-body Manipulation

Paper • 2602.02402 • Published Feb 2 • 33

ERNIE 5.0 Technical Report

Paper • 2602.04705 • Published Feb 4 • 269

WildGraphBench: Benchmarking GraphRAG with Wild-Source Corpora

Paper • 2602.02053 • Published Feb 2 • 41

FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents

Paper • 2602.01566 • Published Feb 2 • 52

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

Paper • 2601.22060 • Published Jan 29 • 155

Kimi K2.5: Visual Agentic Intelligence

Paper • 2602.02276 • Published Feb 2 • 275

upvoted 4 papers 6 months ago

SOP: A Scalable Online Post-Training System for Vision-Language-Action Models

Paper • 2601.03044 • Published Jan 6 • 28

DreamID-V:Bridging the Image-to-Video Gap for High-Fidelity Face Swapping via Diffusion Transformer

Paper • 2601.01425 • Published Jan 4 • 53

VAR RL Done Right: Tackling Asynchronous Policy Conflicts in Visual Autoregressive Generation

Paper • 2601.02256 • Published Jan 5 • 33

NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation

Paper • 2601.02204 • Published Jan 5 • 64

upvoted 3 papers 7 months ago

Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning

Paper • 2512.07461 • Published Dec 8, 2025 • 80

Video Generation Models Are Good Latent Reward Models

Paper • 2511.21541 • Published Nov 26, 2025 • 49

Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

Paper • 2511.22699 • Published Nov 27, 2025 • 248