科研论文
New 2025
Fine-Grained Structured Sparse Computing for FPGA-Based AI Inference
Sun, Z. Ji, R. Wang, and R. Huang, "Fine-Grained Structured Sparse Computing for FPGA-Based AI Inference," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 44, no. 7, pp. 2544-2557, Jul. 2025....   
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New 2025
Dealing with Coupling Effect for Accurate Thermal Profile Prediction of BEOL Interconnect in Advanced Technology Nodes
pling Effect for Accurate Thermal Profile Prediction of BEOL Interconnect in Advanced Technology Nodes," APL Electronic Devices, 2025....   
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Top 2020
Exploring the Impact of Random Telegraph Noise-Induced Accuracy Loss on Resistive RAM-Based Deep Neural Network
oss on Resistive RAM-Based Deep Neural Network," in IEEE Transactions on Electron Devices, vol. 67, no. 8, pp. 3335-3340, Aug. 2020, doi: 10.1109/TED.2020.3002736....   
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2025 Fine-Grained Structured Sparse Computing for FPGA-Based AI Inference C. Zhang, S. Cao, G. Dai, C. Geng, Z. Yao, W. Xiao, Y. Liu, M. Wu, L. Zhang, G. Sun, Z. Ji, R. Wang, and R. Huang, "Fine-Grained Structured Sparse Computing for FPGA-Based AI Inference," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 44, no. 7, pp. 2544-2557, Jul. 2025. PDF
2025 Dealing with Coupling Effect for Accurate Thermal Profile Prediction of BEOL Interconnect in Advanced Technology Nodes S. Wang, Y. Sheng, Y. Xia, H. Bao, P. Ren, R. Wang, and Z. Ji, "Dealing with Coupling Effect for Accurate Thermal Profile Prediction of BEOL Interconnect in Advanced Technology Nodes," APL Electronic Devices, 2025. PDF
2025 Charge redistribution to reduce contact resistivity in NiSi/Si system through interface modification: A first-principles study M. Yuan, M. Wu, Y. Wen, Y. Hu, X. Wang, B. Cui, J. Liu, Y. Wu, H. Dong, F. Lu, W. Wang, P. Ren, S. Ye, H. Lu, R. Wang, and Z. Ji, "Charge redistribution to reduce contact resistivity in NiSi/Si system through interface modification: A first-principles study," Appl. Phys. Lett. vol. 126, pp. 131601, Mar. 2025. PDF
2025 DATIS: DRAM Architecture and Technology Integrated Simulation S. Xia, C. Zhang, G. Sun, G Dai, R. Wang, Z. Ji, and R. Huang, ”DATIS: DRAM Architecture and Technology Integrated Simulation,” in 2025 3rd International Symposium of Electronics Design Automation (ISEDA), Hong Kong, China, 2025. PDF
2025 Towards Accurate Machine-learning-assisted Aging Prediction with Probabilistic Strategy X. Qiu, D. An, Y. Wang, P. Ren, and Z. Ji, ”Towards Accurate Machine-learning-assisted Aging Prediction with Probabilistic Strategy,” in 2025 3rd International Symposium of Electronics Design Automation (ISEDA), Hong Kong, China, 2025. PDF
2025 New Approach for Aging Assessment of Digital Circuits Featuring Systematic Signal Probability Tracing Y. Sun, F. Shu, M. Jin, P. Ren, R. Wang, and Z. Ji, "New Approach for Aging Assessment of Digital Circuits Featuring Systematic Signal Probability Tracing," in 2025 3rd International Symposium of Electronics Design Automation (ISEDA), Hong Kong, China, 2025. PDF
2025 Charge balance effect on the phase stability and reliability in doped HfO2-ZrO2 superlattice films for further DRAM capacitors: A first-principles study T. Zhang, M. Wu, M. Yuan, Y. Wen, Y. Hu, X. Wang, B. Cui, J. Liu, Y. Wu, H. Dong, F. Lu, W. Wang, P. Ren, S. Ye, H. Lu, R. Wang, Z. Ji, and R. Huang, "Charge balance effect on the phase stability and reliability in doped HfO2-ZrO2 superlattice films for further DRAM capacitors: A first-principles study," Appl. Phys. Lett., vol. 126, no. 10, pp. 102901, Mar. 2025. PDF
2025 Bit Line Hammering in Si-Based VCT DRAM: A New Security Challenge and Its Mitigation Y. Liu, D. Wang, P. Ren, R. Wang, Z. Ji, and R. Huang, "Bit Line Hammering in Si-Based VCT DRAM: A New Security Challenge and Its Mitigation," IEEE Electron Device Letters, vol. 46, no. 5, pp. 733-736, Mar. 2025. PDF
2025 On the Interaction between Hot Carrier Degradation (HCD) and Electrical-induced Breakdown (EiB) in Advanced FinFET Nodes Y. Xue, Y. Hu, M. Wu, C. Zhang, D. Wang, J. Zhang, P. Ren, X. Wu, R. Wang, Z. Ji, and R. Huang, “On the Interaction Between Hot Carrier Degradation (HCD) and Electrical-Induced Breakdown (EiB) in Advanced FinFET Nodes,” IEEE Trans. Electron Devices, vol. 72, no. 4, pp. 1604-1611, Feb. 2025. PDF
2025 Wide range work function modulation of TiN for complementary field effect transistor: A first-principles study M. Yuan, M. Wu, Y. Wen, X. Wang, B. Cui, J. Liu, Y. Wu, H. Dong, F. Lu, W. Wang, P. Ren, S. Ye, H. Lu, R. Wang, Z. Ji, and R. Huang, "Wide range work function modulation of TiN for complementary field effect transistor: A first-principles study," APL Electronic Devices, vol. 1, no.1, pp. 016107, Mar. 2025. PDF