Luo

ramiroluo's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

upvoted a paper 12 days ago

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

Paper • 2610.27999 • Published 13 days ago • 102

upvoted a paper 14 days ago

From Research Goals to Scientific Closure: Evaluating Agents Through Evidence-Supported Physics Research

Paper • 2610.21767 • Published 18 days ago • 48

upvoted a paper 17 days ago

Intern-Decision: Efficient Multimodal Decision Making with Autoregressive Masked Language Modeling

Paper • 2610.22131 • Published 18 days ago • 27

upvoted a paper 18 days ago

LatentLoop: Scaling Looped MoE Models with Asymmetric Compute Allocation

Paper • 2610.19975 • Published 19 days ago • 50

upvoted a paper 19 days ago

TPPO: Tracking-Value PPO For Language Model Reasoning

Paper • 2610.16794 • Published 21 days ago • 91

upvoted a paper 25 days ago

Gains and Collapse in On-Policy Distillation:A Reinforcement Learning Perspective

Paper • 2610.03185 • Published Oct 2 • 31

upvoted 2 papers about 2 months ago

Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening

Paper • 2609.18708 • Published Sep 16 • 64

NCP-ArchPreview Technical Report: Moving towards Latent Space Language Models through Next Concept Prediction

Paper • 2609.10715 • Published Sep 9 • 177

upvoted a paper 3 months ago

SimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning

Paper • 2608.14277 • Published Aug 14 • 36

upvoted 2 papers 5 months ago

ComBench: A Benchmark for Rigorous Proof Reasoning and Constructive Realization in Olympiad-Level Combinatorics

Paper • 2606.10479 • Published Jun 9 • 21

Draft-OPD: On-Policy Distillation for Speculative Draft Models

Paper • 2605.29343 • Published May 28 • 34

upvoted 4 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

Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents

Paper • 2605.10832 • Published May 11 • 22

TEMPO: Scaling Test-time Training for Large Reasoning Models

Paper • 2604.19295 • Published Apr 21 • 37

upvoted a paper 7 months ago

GEMS: Agent-Native Multimodal Generation with Memory and Skills

Paper • 2603.28088 • Published Mar 30 • 76

upvoted 2 papers 9 months ago

Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning

Paper • 2602.11748 • Published Feb 12 • 27

P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads

Paper • 2602.09443 • Published Feb 10 • 59

upvoted a paper about 1 year ago

Spotlight on Token Perception for Multimodal Reinforcement Learning

Paper • 2510.09285 • Published Oct 10, 2025 • 25