3 papers
cs.AI2026
Harness Compilation: Which Decisions Should a Small Vision-Language Model Keep?
Minhao Fan, Yinyi Liu, Jiayu Zhao +3
Small vision-language models may be able to read external evidence yet struggle to obtain it. We introduce Harness Compilation (HC), an offline procedure that adapts the division o…
cs.LG2026
BitsMoE: Cost-Aware Bit Allocation in Spectral Space for MoE LLM Quantization
Jiayu Zhao, Zihan Teng, Minhao Fan +4
Mixture-of-Experts (MoE) large language models incur substantial memory costs due to their large expert parameter counts. Mixed-precision quantization reduces these costs by alloca…
cs.AR2025
VeriGRAG: Enhancing LLM-Based Verilog Code Generation with Structure-Aware Soft Prompts
Jiayu Zhao, Song Chen, Zehua Pei +2
Large language models (LLMs) have demonstrated remarkable capabilities in generating Verilog code from natural language descriptions. However, Verilog code inherently encodes the s…