Yury Panikov

panikov's activity

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

commented a paper 32 minutes ago

Mixture-of-Depths Attention

Paper • 2603.15619 • Published 1 day ago • 47 •

3

commented 2 papers about 1 hour ago

EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings

Paper • 2603.13594 • Published 4 days ago • 115 •

3

OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data

Paper • 2603.15594 • Published 1 day ago • 124 •

3

commented a paper about 2 hours ago

AI Can Learn Scientific Taste

Paper • 2603.14473 • Published 2 days ago • 214 •

2

commented 3 papers 3 months ago

When Reasoning Meets Its Laws

Paper • 2512.17901 • Published Dec 19, 2025 • 62 •

5

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

Paper • 2512.02556 • Published Dec 2, 2025 • 262 •

6

Deep Research: A Systematic Survey

Paper • 2512.02038 • Published Nov 24, 2025 • 73 •

3

commented 2 papers 4 months ago

The Denario project: Deep knowledge AI agents for scientific discovery

Paper • 2510.26887 • Published Oct 30, 2025 • 8 •

2

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

Paper • 2510.25602 • Published Oct 29, 2025 • 79 •

6

commented 11 papers 5 months ago

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

Paper • 2510.18855 • Published Oct 21, 2025 • 73 •

3

The Principles of Diffusion Models

Paper • 2510.21890 • Published Oct 24, 2025 • 64 •

3

AgentFold: Long-Horizon Web Agents with Proactive Context Management

Paper • 2510.24699 • Published Oct 28, 2025 • 72 •

4

Tongyi DeepResearch Technical Report

Paper • 2510.24701 • Published Oct 28, 2025 • 103 •

4

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

Paper • 2510.23595 • Published Oct 27, 2025 • 13 •

2

Robust Layerwise Scaling Rules by Proper Weight Decay Tuning

Paper • 2510.15262 • Published Oct 17, 2025 • 6 •

3

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

Paper • 2510.15624 • Published Oct 17, 2025 • 15 •

5

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

Paper • 2510.15280 • Published Oct 17, 2025 • 15 •

4

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

Paper • 2510.12838 • Published Oct 13, 2025 • 25 •

3

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

Paper • 2510.15444 • Published Oct 17, 2025 • 150 •

7

Rethinking JEPA: Compute-Efficient Video SSL with Frozen Teachers

Paper • 2509.24317 • Published Sep 29, 2025 • 11 •

2