Yury Panikov

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upvoted 7 papers 4 days ago

Learning Personalized Agents from Human Feedback

Paper • 2602.16173 • Published 13 days ago • 8

MMA: Multimodal Memory Agent

Paper • 2602.16493 • Published 12 days ago • 8

Optimizing Few-Step Generation with Adaptive Matching Distillation

Paper • 2602.07345 • Published 24 days ago • 9

Reinforced Fast Weights with Next-Sequence Prediction

Paper • 2602.16704 • Published 12 days ago • 13

Towards a Science of AI Agent Reliability

Paper • 2602.16666 • Published 12 days ago • 14

Multi-agent cooperation through in-context co-player inference

Paper • 2602.16301 • Published 12 days ago • 24

Hardware Co-Design Scaling Laws via Roofline Modelling for On-Device LLMs

Paper • 2602.10377 • Published 20 days ago • 3

upvoted 3 papers about 1 month ago

RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation

Paper • 2601.08430 • Published Jan 13 • 59

Toward Ultra-Long-Horizon Agentic Science: Cognitive Accumulation for Machine Learning Engineering

Paper • 2601.10402 • Published Jan 15 • 37

Urban Socio-Semantic Segmentation with Vision-Language Reasoning

Paper • 2601.10477 • Published Jan 15 • 155

upvoted a paper about 2 months ago

Evaluating Parameter Efficient Methods for RLVR

Paper • 2512.23165 • Published Dec 29, 2025 • 28

upvoted 4 papers 2 months ago

DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Paper • 2512.16676 • Published Dec 18, 2025 • 219

Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs

Paper • 2512.17008 • Published Dec 18, 2025 • 11

Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Paper • 2512.17351 • Published Dec 19, 2025 • 28

Are We on the Right Way to Assessing LLM-as-a-Judge?

Paper • 2512.16041 • Published Dec 17, 2025 • 34

commented a paper 2 months ago

When Reasoning Meets Its Laws

Paper • 2512.17901 • Published Dec 19, 2025 • 61 •

5

upvoted a paper 2 months ago

When Reasoning Meets Its Laws

Paper • 2512.17901 • Published Dec 19, 2025 • 61

upvoted 2 papers 3 months ago

TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows

Paper • 2512.05150 • Published Dec 3, 2025 • 76

Guided Self-Evolving LLMs with Minimal Human Supervision

Paper • 2512.02472 • Published Dec 2, 2025 • 55

commented a paper 3 months ago

DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published Dec 2, 2025 • 258 •

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