John Schaefer

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upvoted 2 papers 9 days ago

Where Do Deep-Research Agents Go Wrong? Span-Level Error Localization in Agent Trajectories

Paper • 2606.02060 • Published 13 days ago • 54

VideoKR: Towards Knowledge- and Reasoning-Intensive Video Understanding

Paper • 2606.05259 • Published 11 days ago • 35

upvoted 3 papers about 1 month ago

Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems

Paper • 2605.04018 • Published May 5 • 40

Heterogeneous Scientific Foundation Model Collaboration

Paper • 2604.27351 • Published Apr 30 • 218

Step-level Optimization for Efficient Computer-use Agents

Paper • 2604.27151 • Published Apr 29 • 18

upvoted 3 papers about 2 months ago

From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company

Paper • 2604.22446 • Published Apr 24 • 121

World-R1: Reinforcing 3D Constraints for Text-to-Video Generation

Paper • 2604.24764 • Published Apr 27 • 118

TexOCR: Advancing Document OCR Models for Compilable Page-to-LaTeX Reconstruction

Paper • 2604.22880 • Published Apr 24 • 10

upvoted a paper 10 months ago

CellForge: Agentic Design of Virtual Cell Models

Paper • 2508.02276 • Published Aug 4, 2025 • 40

upvoted a paper 11 months ago

AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research

Paper • 2507.13300 • Published Jul 17, 2025 • 20

upvoted 3 papers 12 months ago

Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers

Paper • 2507.02694 • Published Jul 3, 2025 • 19

SciArena: An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks

Paper • 2507.01001 • Published Jul 1, 2025 • 46

Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure

Paper • 2506.12278 • Published Jun 13, 2025 • 16

upvoted 7 papers about 1 year ago

The Climb Carves Wisdom Deeper Than the Summit: On the Noisy Rewards in Learning to Reason

Paper • 2505.22653 • Published May 28, 2025 • 43

Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence

Paper • 2505.23747 • Published May 29, 2025 • 69

MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21, 2025 • 99

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 56

Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation

Paper • 2503.24379 • Published Mar 31, 2025 • 76

Z1: Efficient Test-time Scaling with Code

Paper • 2504.00810 • Published Apr 1, 2025 • 27

Hi3DGen: High-fidelity 3D Geometry Generation from Images via Normal Bridging

Paper • 2503.22236 • Published Mar 28, 2025 • 11