Jialong Sun

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upvoted a paper about 14 hours ago

The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence

Paper • 2605.26494 • Published 2 days ago • 23

upvoted a paper about 15 hours ago

Soap2Soap: Long Cinematic Video Remaking via Multi-Agent Collaboration

Paper • 2605.17423 • Published 11 days ago • 19

upvoted a paper 1 day ago

AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery

Paper • 2605.23204 • Published 6 days ago • 26

upvoted a paper 15 days ago

World Model for Robot Learning: A Comprehensive Survey

Paper • 2605.00080 • Published 28 days ago • 16

upvoted a paper 23 days ago

The Last Human-Written Paper: Agent-Native Research Artifacts

Paper • 2604.24658 • Published 29 days ago • 21

upvoted a paper about 1 month ago

Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond

Paper • 2604.22748 • Published Apr 24 • 227

upvoted 8 papers about 2 months ago

Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering

Paper • 2604.08224 • Published Apr 9 • 52

Neural Computers

Paper • 2604.06425 • Published Apr 7 • 31

RAGEN-2: Reasoning Collapse in Agentic RL

Paper • 2604.06268 • Published Apr 7 • 67

Can LLMs Learn to Reason Robustly under Noisy Supervision?

Paper • 2604.03993 • Published Apr 5 • 43

A Survey of On-Policy Distillation for Large Language Models

Paper • 2604.00626 • Published Apr 1 • 13

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published Mar 20 • 351

EpochX: Building the Infrastructure for an Emergent Agent Civilization

Paper • 2603.27304 • Published Mar 28 • 47

Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills

Paper • 2603.25158 • Published Mar 26 • 53

upvoted 3 papers 2 months ago

MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild

Paper • 2603.17187 • Published Mar 17 • 140

EvoClaw: Evaluating AI Agents on Continuous Software Evolution

Paper • 2603.13428 • Published Mar 13 • 21

Attention Residuals

Paper • 2603.15031 • Published Mar 16 • 185

upvoted 3 papers 3 months ago

IndexCache: Accelerating Sparse Attention via Cross-Layer Index Reuse

Paper • 2603.12201 • Published Mar 12 • 53

OpenClaw-RL: Train Any Agent Simply by Talking

Paper • 2603.10165 • Published Mar 10 • 154

SkillNet: Create, Evaluate, and Connect AI Skills

Paper • 2603.04448 • Published Feb 26 • 94