2 papers
cs.LG2025
A General Error-Theoretical Analysis Framework for Constructing Compression Strategies
Boyang Zhang, Daning Cheng, Yunquan Zhang +3
The exponential growth in parameter size and computational complexity of deep models poses significant challenges for efficient deployment. The core problem of existing compression…
cs.AI2025
DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks
Haiyuan Wan, Chen Yang, Junchi Yu +10
Deep research agents have attracted growing attention for their potential to orchestrate multi-stage research workflows, spanning literature synthesis, methodological design, and e…