1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.SE2026
TopoEdge: Topology-Grounded Agentic Framework for Edge Networking Code Generation and Repair
Haomin Qi, Bohan Liu, Zihan Dai +1
TopoEdge is a topology-grounded, edge-deployable framework for end-to-end software-defined networking (SDN) configuration generation and repair, motivated by the brittleness of con…
cs.CL2025
Governance-Aware Hybrid Fine-Tuning for Multilingual Large Language Models
Haomin Qi, Chengbo Huang, Zihan Dai +1
We present a governance-aware hybrid fine-tuning framework for multilingual, low-resource adaptation of large language models. The core algorithm combines gradient-aligned low-rank…
cs.CL2025★ 1 cited
Hybrid and Unitary PEFT for Resource-Efficient Large Language Models
Haomin Qi, Zihan Dai, Chengbo Huang
Fine-tuning large language models (LLMs) remains a computational bottleneck due to their scale and memory demands. This paper presents a comprehensive evaluation of parameter-effic…