ComfyUI-R1: Exploring Reasoning Models for Workflow Generation
Paper • 2506.09790 • Published • 53
Applications and Uses
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Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance
Paper • 2506.06444 • Published • 73 -
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
Paper • 2506.11763 • Published • 74 -
Agentic Reasoning: Reasoning LLMs with Tools for the Deep Research
Paper • 2502.04644 • Published • 4 -
Deep Research Agents: A Systematic Examination And Roadmap
Paper • 2506.18096 • Published • 3 -
Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers
Paper • 2507.02694 • Published • 19 -
Disambiguation-Centric Finetuning Makes Enterprise Tool-Calling LLMs More Realistic and Less Risky
Paper • 2507.03336 • Published • 7 -
PresentAgent: Multimodal Agent for Presentation Video Generation
Paper • 2507.04036 • Published • 11 -
Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs
Paper • 2507.09477 • Published • 89 -
AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research
Paper • 2507.13300 • Published • 20 -
Voost: A Unified and Scalable Diffusion Transformer for Bidirectional Virtual Try-On and Try-Off
Paper • 2508.04825 • Published • 60 -
Complex Logical Instruction Generation
Paper • 2508.09125 • Published • 40 -
Neither Valid nor Reliable? Investigating the Use of LLMs as Judges
Paper • 2508.18076 • Published • 6 -
UQ: Assessing Language Models on Unsolved Questions
Paper • 2508.17580 • Published • 15 -
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
Paper • 2508.21148 • Published • 144 -
AutoIntent: AutoML for Text Classification
Paper • 2509.21138 • Published • 37 -
StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?
Paper • 2510.02209 • Published • 57 -
DITING: A Multi-Agent Evaluation Framework for Benchmarking Web Novel Translation
Paper • 2510.09116 • Published • 97 -
Back to Basics: Let Denoising Generative Models Denoise
Paper • 2511.13720 • Published • 71 -
Rethinking Training Dynamics in Scale-wise Autoregressive Generation
Paper • 2512.06421 • Published • 7 -
MDAgent2: Large Language Model for Code Generation and Knowledge Q&A in Molecular Dynamics
Paper • 2601.02075 • Published • 8 -
Digital Twin AI: Opportunities and Challenges from Large Language Models to World Models
Paper • 2601.01321 • Published • 20 -
Scientific Image Synthesis: Benchmarking, Methodologies, and Downstream Utility
Paper • 2601.17027 • Published • 42 -
OmegaUse: Building a General-Purpose GUI Agent for Autonomous Task Execution
Paper • 2601.20380 • Published • 10 -
Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models
Paper • 2601.22060 • Published • 155 -
SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks
Paper • 2602.12670 • Published • 64 -
MiniAppBench: Evaluating the Shift from Text to Interactive HTML Responses in LLM-Powered Assistants
Paper • 2603.09652 • Published • 16 -
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis
Paper • 2603.20278 • Published • 101 -
Marco DeepResearch: Unlocking Efficient Deep Research Agents via Verification-Centric Design
Paper • 2603.28376 • Published • 24 -
HippoCamp: Benchmarking Contextual Agents on Personal Computers
Paper • 2604.01221 • Published • 30 -
Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework
Paper • 2604.06170 • Published • 31 -
Large Language Models Align with the Human Brain during Creative Thinking
Paper • 2604.03480 • Published • 6 -
OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language World Models
Paper • 2604.10866 • Published • 69 -
SemaClaw: A Step Towards General-Purpose Personal AI Agents through Harness Engineering
Paper • 2604.11548 • Published • 22 -
DR^{3}-Eval: Towards Realistic and Reproducible Deep Research Evaluation
Paper • 2604.14683 • Published • 36 -
The Granularity Axis: A Micro-to-Macro Latent Direction for Social Roles in Language Models
Paper • 2605.06196 • Published • 9 -
NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation
Paper • 2605.10813 • Published • 16 -
MinT: Managed Infrastructure for Training and Serving Millions of LLMs
Paper • 2605.13779 • Published • 223 -
TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation
Paper • 2605.22355 • Published • 179 -
Macaron-A2UI: A Model for Generative UI in Personal Agents
Paper • 2605.24830 • Published • 84 -
Claw-Anything: Benchmarking Always-On Personal Assistants with Broader Access to User's Digital World
Paper • 2605.26086 • Published • 25 -
CUA-Gym: Scaling Verifiable Training Environments and Tasks for Computer-Use Agents
Paper • 2605.25624 • Published • 35 -
Learn from Weaknesses: Automated Domain Specialization for Small Computer-Use Agents
Paper • 2605.28775 • Published • 38 -
AI Research Agents Narrow Scientific Exploration
Paper • 2605.27905 • Published • 26 -
Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs
Paper • 2605.30611 • Published • 251 -
Where Do Deep-Research Agents Go Wrong? Span-Level Error Localization in Agent Trajectories
Paper • 2606.02060 • Published • 58 -
PaperFlow: Profiling, Recommending, and Adapting Across Daily Paper Streams
Paper • 2606.07454 • Published • 14 -
SoCRATES: Towards Reliable Automated Evaluation of Proactive LLM Mediation across Domains and Socio-cognitive Variations
Paper • 2606.05563 • Published • 55 -
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement
Paper • 2606.11926 • Published • 127 -
EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery
Paper • 2606.13662 • Published • 29 -
ProCUA-SFT Technical Report
Paper • 2606.17321 • Published • 10 -
Distilling Examples into Task Instructions: Enhanced In-Context Learning for Real-World B2B Conversations
Paper • 2606.15641 • Published • 5 -
MemGUI-Agent: An End-to-End Long-Horizon Mobile GUI Agent with Proactive Context Management
Paper • 2606.19926 • Published • 42 -
Wan-Streamer v0.1: End-to-end Real-time Interactive Foundation Models
Paper • 2606.25041 • Published • 117 -
Measuring the Gap Between Human and LLM Research Ideas
Paper • 2607.01233 • Published • 17 -
KnowAct-GUIClaw: Know Deeply, Act Perfectly, Personal GUI Assistant with Self-Evolving Memory and Skill
Paper • 2607.12625 • Published • 44