Shuofei Qiao

SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research

arXiv 2026

Chat2Workflow: A Benchmark for Generating Executable Visual Workflows with Natural Language

arXiv 2026

Aligning Agentic World Models via Knowledgeable Experience Learning

arXiv 2026

SkillNet: Create, Evaluate, and Connect AI Skills

arXiv 2026

InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem

arXiv 2026

LightThinker: Thinking Step-by-Step Compression

arXiv 2025

AutoMind: Adaptive Knowledgeable Agent for Automated Data Science

arXiv 2025

LightMem: Lightweight and Efficient Memory-Augmented Generation

arXiv 2025

Agentic Knowledgeable Self-awareness

arXiv 2025

Towards Personalized Deep Research: Benchmarks and Evaluations

arXiv 2025

SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement

arXiv 2025

OceanGym: A Benchmark Environment for Underwater Embodied Agents

arXiv 2025

OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use

arXiv 2025

Scaling Generalist Data-Analytic Agents

arXiv 2025

KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality

arXiv 2025

EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models

arXiv 2024

KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents

arXiv 2024

AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning

arXiv 2024

Benchmarking Agentic Workflow Generation

arXiv 2024

Agent Planning with World Knowledge Model

arXiv 2024