CLI-Universe: Towards Verifiable Task Synthesis Engine for Terminal Agents Paper • 2606.22883 • Published Jun 22 • 37
TVIR: Building Deep Research Agents Towards Text--Visual Interleaved Report Generation Paper • 2606.02320 • Published Jun 1 • 15
Sample-Efficient Post-Training for LEGO Spatial-Physics Reasoning Paper • 2606.07602 • Published May 29 • 6
WebCompass: Towards Multimodal Web Coding Evaluation for Code Language Models Paper • 2604.18224 • Published Apr 20 • 22
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Paper • 2604.02971 • Published Apr 3 • 8
Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction Paper • 2604.27221 • Published Apr 29 • 40
ChartNet: A Million-Scale, High-Quality Multimodal Dataset for Robust Chart Understanding Paper • 2603.27064 • Published Mar 28 • 29
Justified or Just Convincing? Error Verifiability as a Dimension of LLM Quality Paper • 2604.04418 • Published Apr 6 • 1
Ref-NeuS: Ambiguity-Reduced Neural Implicit Surface Learning for Multi-View Reconstruction with Reflection Paper • 2303.10840 • Published Mar 20, 2023 • 1
GaussianProperty: Integrating Physical Properties to 3D Gaussians with LMMs Paper • 2412.11258 • Published Dec 15, 2024 • 13
AccidentBench: Benchmarking Multimodal Understanding and Reasoning in Vehicle Accidents and Beyond Paper • 2509.26636 • Published Sep 30, 2025 • 1
See-Control: A Multimodal Agent Framework for Smartphone Interaction with a Robotic Arm Paper • 2512.08629 • Published Dec 9, 2025 • 1
LLM-Optic: Unveiling the Capabilities of Large Language Models for Universal Visual Grounding Paper • 2405.17104 • Published May 27, 2024
Search More, Think Less: Rethinking Long-Horizon Agentic Search for Efficiency and Generalization Paper • 2602.22675 • Published Feb 26 • 23
O-Researcher: An Open Ended Deep Research Model via Multi-Agent Distillation and Agentic RL Paper • 2601.03743 • Published Jan 7 • 3
The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning Paper • 2601.06002 • Published Jan 9 • 60