Jialong Sun

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upvoted a paper 5 days ago

World Model for Robot Learning: A Comprehensive Survey

Paper • 2605.00080 • Published 18 days ago • 16

upvoted a paper 13 days ago

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

Paper • 2604.24658 • Published 19 days ago • 20

upvoted a paper 21 days ago

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

Paper • 2604.22748 • Published 24 days ago • 226

upvoted 4 papers about 1 month ago

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 • 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 • 42

upvoted 4 papers about 2 months ago

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 6 papers 2 months ago

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

Paper • 2603.17187 • Published Mar 17 • 139

EvoClaw: Evaluating AI Agents on Continuous Software Evolution

Paper • 2603.13428 • Published Mar 13 • 21

Attention Residuals

Paper • 2603.15031 • Published Mar 16 • 184

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

upvoted 3 papers 3 months ago

Baichuan-M3: Modeling Clinical Inquiry for Reliable Medical Decision-Making

Paper • 2602.06570 • Published Feb 6 • 61

MemGUI-Bench: Benchmarking Memory of Mobile GUI Agents in Dynamic Environments

Paper • 2602.06075 • Published Feb 3 • 14

CL-bench: A Benchmark for Context Learning

Paper • 2602.03587 • Published Feb 3 • 23