LLSM: LLM-enhanced Logic Synthesis Model with EDA-guided CoT Prompting, Hybrid Embedding and AIG-tailored Acceleration. - Shan Huang 010; Jinhao Li 006; Zhen Yu; Jiancai Ye; Jiaming Xu; Ningyi Xu; Guohao Dai (ASP-DAC, 2025)

DyLGNN: Efficient LM-GNN Fine-Tuning with Dynamic Node Partitioning, Low-Degree Sparsity, and Asynchronous Sub-Batch. - Zhen Yu; Jinhao Li 006; Jiaming Xu; Shan Huang 010; Jiancai Ye; Ningyi Xu; Guohao Dai (DATE, 2025)