Yury Panikov

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commented 2 papers 4 days ago

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

Paper • 2512.02556 • Published 5 days ago • 170 •

4

Deep Research: A Systematic Survey

Paper • 2512.02038 • Published 13 days ago • 55 •

3

commented 7 papers about 1 month ago

The Denario project: Deep knowledge AI agents for scientific discovery

Paper • 2510.26887 • Published Oct 30 • 6 •

2

INT v.s. FP: A Comprehensive Study of Fine-Grained Low-bit Quantization Formats

Paper • 2510.25602 • Published Oct 29 • 76 •

6

Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model

Paper • 2510.18855 • Published Oct 21 • 71 •

3

The Principles of Diffusion Models

Paper • 2510.21890 • Published Oct 24 • 59 •

3

AgentFold: Long-Horizon Web Agents with Proactive Context Management

Paper • 2510.24699 • Published Oct 28 • 67 •

4

Tongyi DeepResearch Technical Report

Paper • 2510.24701 • Published Oct 28 • 96 •

4

Multi-Agent Evolve: LLM Self-Improve through Co-evolution

Paper • 2510.23595 • Published Oct 27 • 10 •

2

commented 6 papers about 2 months ago

Robust Layerwise Scaling Rules by Proper Weight Decay Tuning

Paper • 2510.15262 • Published Oct 17 • 5 •

3

Build Your Personalized Research Group: A Multiagent Framework for Continual and Interactive Science Automation

Paper • 2510.15624 • Published Oct 17 • 14 •

5

Foundation Models for Scientific Discovery: From Paradigm Enhancement to Paradigm Transition

Paper • 2510.15280 • Published Oct 17 • 14 •

4

A$^2$FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning

Paper • 2510.12838 • Published Oct 13 • 24 •

3

A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning

Paper • 2510.15444 • Published Oct 17 • 147 •

6

Rethinking JEPA: Compute-Efficient Video SSL with Frozen Teachers

Paper • 2509.24317 • Published Sep 29 • 10 •

2

commented 5 papers 2 months ago

Tree Search for LLM Agent Reinforcement Learning

Paper • 2509.21240 • Published Sep 25 • 87 •

3

MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources

Paper • 2509.21268 • Published Sep 25 • 103 •

3

ARE: Scaling Up Agent Environments and Evaluations

Paper • 2509.17158 • Published Sep 21 • 35 •

4

OnePiece: Bringing Context Engineering and Reasoning to Industrial Cascade Ranking System

Paper • 2509.18091 • Published Sep 22 • 33 •

3

LIMI: Less is More for Agency

Paper • 2509.17567 • Published Sep 22 • 102 •

5