Shijue Huang

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upvoted a paper 3 days ago

PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems

Paper • 2606.22388 • Published 5 days ago • 91

upvoted 2 papers about 1 month ago

Teaching Thinking Models to Reason with Tools: A Full-Pipeline Recipe for Tool-Integrated Reasoning

Paper • 2605.06326 • Published May 7 • 26

Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents

Paper • 2605.10832 • Published May 11 • 22

upvoted a paper about 2 months ago

Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows

Paper • 2604.28139 • Published Apr 30 • 42

upvoted a paper 2 months ago

Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence

Paper • 2604.18292 • Published Apr 20 • 87

upvoted 2 papers 3 months ago

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

Paper • 2603.17187 • Published Mar 17 • 141

XSkill: Continual Learning from Experience and Skills in Multimodal Agents

Paper • 2603.12056 • Published Mar 12 • 34

upvoted a paper 4 months ago

AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios

Paper • 2602.23166 • Published Feb 26 • 45

upvoted a paper 5 months ago

SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Paper • 2602.08234 • Published Feb 9 • 76

upvoted 2 papers 7 months ago

Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning

Paper • 2511.16043 • Published Nov 20, 2025 • 110

Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds

Paper • 2511.08892 • Published Nov 12, 2025 • 218

upvoted 2 papers 8 months ago

CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents

Paper • 2511.02734 • Published Nov 4, 2025 • 23

The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution

Paper • 2510.25726 • Published Oct 29, 2025 • 47

upvoted a paper 9 months ago

ARES: Multimodal Adaptive Reasoning via Difficulty-Aware Token-Level Entropy Shaping

Paper • 2510.08457 • Published Oct 9, 2025 • 14

upvoted 2 papers 10 months ago

Reverse-Engineered Reasoning for Open-Ended Generation

Paper • 2509.06160 • Published Sep 7, 2025 • 151

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

Paper • 2509.02544 • Published Sep 2, 2025 • 128

upvoted a paper 12 months ago

Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers

Paper • 2506.23918 • Published Jun 30, 2025 • 90

upvoted 3 papers about 1 year ago

VerIPO: Cultivating Long Reasoning in Video-LLMs via Verifier-Gudied Iterative Policy Optimization

Paper • 2505.19000 • Published May 25, 2025 • 42

AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting

Paper • 2505.18822 • Published May 24, 2025 • 15

QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 89