PAM: Pyramid Attention Mechanism Based on Contextual Reasoning. - Bohua Chen; Hanzhi Ma; Junjie He; Yinzhang Ding; Lianghao Wang; Dongxiao Li; Ming Zhang 001 (IEEE Access, 2019)

EMI Radiation Prediction and Structure Optimization of Packages by Deep Learning. - Hang Jin; Hanzhi Ma; Mark D. Butala; En-Xiao Liu; Er-Ping Li 001 (IEEE Access, 2019)

Support Vector Regression-Based Active Subspace (SVR-AS) Modeling of High-Speed Links for Fast and Accurate Sensitivity Analysis. - Hanzhi Ma; Er-Ping Li 001; Andreas C. Cangellaris; Xu Chen (IEEE Access, 2020)

Circuit Modeling for RRAM-Based Neuromorphic Chip Crossbar Array With and Without Write-Verify Scheme. - Tuomin Tao; Hanzhi Ma; Quankun Chen; Zhe-Ming Gu; Hang Jin; Manareldeen Ahmed; Shurun Tan; Aili Wang 002; En-Xiao Liu; Erping Li 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

Knowledge Distillation For Spiking Neural Network. - Fengzhao Zhang; Chengting Yu; Hanzhi Ma; Zheming Gu; Er-Ping Li 001 (RICAI, 2023)

Modeling and Analysis of Spike Signal Sequence for Memristor Crossbar Array in Neuromorphic Chips. - Tuomin Tao; Hanzhi Ma; Da Li; Yan Li 081; Shurun Tan; En-Xiao Liu; José E. Schutt-Ainé; Er-Ping Li 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

A new pre-conditioned STDP rule and its hardware implementation in neuromorphic crossbar array. - Tuomin Tao; Da Li; Hanzhi Ma; Yan Li 081; Shurun Tan; En-Xiao Liu; José E. Schutt-Ainé; Er-Ping Li 001 (Neurocomputing, 2023)

High-Fidelity S-Parameter Prediction Using Transfer Learning Based Encoder-Decoder Model. - Ruiqi Dai; Yuhao Xu; Jiarui Qiu; Hanzhi Ma; Er-Ping Li 001 (EMC Compo, 2024)

SDiT: Spiking Diffusion Model with Transformer. - Shu Yang; Hanzhi Ma; Chengting Yu; Aili Wang 002; Er-Ping Li 001 (CoRR, 2024)

Improving Quantization-aware Training of Low-Precision Network via Block Replacement on Full-Precision Counterpart. - Chengting Yu; Shu Yang; Fengzhao Zhang; Hanzhi Ma; Aili Wang 002; Er-Ping Li 001 (CoRR, 2024)

Active-Learning-Based Sparse Near-Field Scanning With Time-Domain Current Measurement for Conductive Coupling Path Visualization. - Ling Zhang 011; Yuting Xie; Yu-Ru Feng; Hanzhi Ma; Jinghai Guo; Yan Li 081; Da Li; Er-Ping Li 001 (IEEE Trans. Instrum. Meas., 2024)

Efficient ANN-Guided Distillation: Aligning Rate-based Features of Spiking Neural Networks through Hybrid Block-wise Replacement. - Shu Yang; Chengting Yu; Lei Liu; Hanzhi Ma; Aili Wang 002; Erping Li 001 (CVPR, 2025)

Theoretical study of carrier transport with quantum confinement effects in GaN HEMT by the Schrödinger-equation modulated drift-diffusion model. - Qinyi Huang; Erping Li 001; Huali Duan; Liang Tian; Hanzhi Ma; Yuehang Xu; Wenchao Chen (Microelectron. J., 2025)

Go Beyond End-to-End Training: Boosting Greedy Local Learning With Context Supply. - Chengting Yu; Fengzhao Zhang; Hanzhi Ma; Aili Wang 002; Er-Ping Li 001 (IEEE Trans. Artif. Intell., 2025)