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Weiming Lu

Papers
28

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28papers

Authored papers

28

Self-Distilled Agentic Reinforcement Learning

arXiv 2026

2026

ClawGUI: A Unified Framework for Training, Evaluating, and Deploying GUI Agents

arXiv 2026

2026

GroundAct: Can LLM Agents Ground Actions in Environmental States?

arXiv 2025

2026

SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization

arXiv 2026

2026

SpatialEvo: Self-Evolving Spatial Intelligence via Deterministic Geometric Environments

arXiv 2026

2026

KnowU-Bench: Towards Interactive, Proactive, and Personalized Mobile Agent Evaluation

arXiv 2026

2026

UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding

arXiv 2026

2026

Code-A1: Adversarial Evolving of Code LLM and Test LLM via Reinforcement Learning

arXiv 2026

2026

UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization

arXiv 2026

2026

EasySteer: A Unified Framework for High-Performance and Extensible LLM Steering

arXiv 2025

2025

SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation

arXiv 2025

2025

Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning

arXiv 2025

2025

Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks

arXiv 2025

2025

LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization

arXiv 2025

2025

Cooper: Co-Optimizing Policy and Reward Models in Reinforcement Learning for Large Language Models

arXiv 2025

2025

TimeHC-RL: Temporal-aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence

arXiv 2025

2025

UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning

arXiv 2025

2025

GSM8K-V: Can Vision Language Models Solve Grade School Math Word Problems in Visual Contexts

arXiv 2025

2025

GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding

arXiv 2025

2025

Hierarchical Budget Policy Optimization for Adaptive Reasoning

arXiv 2025

2025

Let LLMs Break Free from Overthinking via Self-Braking Tuning

arXiv 2025

2025

Test-Time Reinforcement Learning for GUI Grounding via Region Consistency

arXiv 2025

2025

Think Twice, Click Once: Enhancing GUI Grounding via Fast and Slow Systems

arXiv 2025

2025

Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization

arXiv 2024

2024

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model

arXiv 2024

2024

Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering

arXiv 2024

2024

Entering Real Social World! Benchmarking the Social Intelligence of Large Language Models from a First-person Perspective

arXiv 2024

2024

Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow

arXiv 2023

2023

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from 28 papers