Jialong Sun

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upvoted a paper 20 days ago

Evidence-First Agentic Verification

Paper • 2610.17724 • Published 27 days ago • 19

upvoted a paper 26 days ago

DoSA: Dots Sparse Attention

Paper • 2610.13990 • Published Sep 26 • 67

upvoted a paper 28 days ago

U-Space: Uncovering When and Why Uncertainty Arises in Language Models

Paper • 2610.09087 • Published Oct 6 • 44

upvoted 2 papers about 1 month ago

What Did the Agent Actually Do? Evidence-Grounded Oversight for Long-Horizon Agents

Paper • 2610.06406 • Published Oct 5 • 20

AutoGUIWorld: Image Generators as Visual World Models for GUI Agent

Paper • 2610.01215 • Published Oct 1 • 35

upvoted 2 papers about 2 months ago

The Last AI Built by Humans: Toward Genuine Recursive Self-Improvement

Paper • 2609.11873 • Published Sep 10 • 38

Discovery Foundation Models: Toward Open-Ended Discovery Intelligence

Paper • 2609.15973 • Published Sep 14 • 30

upvoted a paper 2 months ago

Zero-WAM: In-Context World-Action Modeling from Human Videos for Open-Ended Task Generalization

Paper • 2608.26103 • Published Aug 26 • 24

upvoted a paper 3 months ago

From Sequence to Structure: Relational Uncertainty Propagation for LLM Agents

Paper • 2608.16002 • Published Aug 19 • 7

upvoted 2 papers 5 months ago

EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments

Paper • 2606.13681 • Published Jun 11 • 143

On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

Paper • 2606.02437 • Published Jun 1 • 104

upvoted 5 papers 6 months ago

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

Paper • 2605.26494 • Published May 26 • 37

Soap2Soap: Long Cinematic Video Remaking via Multi-Agent Collaboration

Paper • 2605.17423 • Published May 17 • 30

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

Paper • 2605.23204 • Published May 22 • 29

World Model for Robot Learning: A Comprehensive Survey

Paper • 2605.00080 • Published Apr 30 • 17

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

Paper • 2604.24658 • Published Apr 29 • 25

upvoted 4 papers 7 months ago

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

Paper • 2604.22748 • Published Apr 24 • 151

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

Paper • 2604.08224 • Published Apr 9 • 51

Neural Computers

Paper • 2604.06425 • Published Apr 7 • 30

RAGEN-2: Reasoning Collapse in Agentic RL

Paper • 2604.06268 • Published Apr 7 • 69