3 papers
cs.AI2026
CASS: Contribution-Aware Structured Sparsity for Model Merging
Yan Li, Guiping Cao, Meng Xu +5
Model merging integrates task-specific fine-tuned models into a single multi-task model, but often suffers from parameter interference caused by conflicting task-vector updates. Ex…
cs.LG2026
A Survey on the Green Development of Large Models: From Resource-Efficient Architectures to Hardware-Software Co-Design
Linhui Xiao, Guiping Cao, Mingyue Guo +6
The rapid expansion of large-scale AI models has led to significant performance breakthroughs across diverse domains, yet it has also raised critical concerns regarding computation…
cs.SE2026
Leveraging LLM-Based Agentic Systems to Generate Quantum Applications for Test Optimization
Ming Tao, Yuechen Li, Tao Yue +2
Quantum computing is increasingly explored for software engineering (SE) optimization, but translating natural-language (NL) task-level requirements into executable quantum applica…