Publications

Fang, L., Y. Chen, G. Zhai, J. Wang, R. Wang, and W. Dong. Preface. Vol. 13069 LNAI, 2021.

Liu, X., M. Mao, X. Bi, H. Li, and Y. Chen. “Exploring Applications of STT-RAM in GPU Architectures.” IEEE Transactions on Circuits and Systems I Regular Papers 68, no. 1 (January 1, 2021): 238–49. https://doi.org/10.1109/TCSI.2020.3031895.

Gao, Z., A. Li, Y. Gao, Y. Wang, and Y. Chen. “Hermes: Decentralized dynamic spectrum access system for massive devices deployment in 5g.” In International Conference on Embedded Wireless Systems and Networks, 2021.

Li, Z., B. Li, Z. Fan, and H. Li. “RED: A ReRAM-Based Efficient Accelerator for Deconvolutional Computation.” IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems 39, no. 12 (December 1, 2020): 4736–47. https://doi.org/10.1109/TCAD.2020.2981055.

Lan, Y., K. W. Nixon, Q. Guo, G. Zhang, Y. Xu, H. Li, and Y. Chen. “FCDM: A Methodology Based on Sensor Pattern Noise Fingerprinting for Fast Confidence Detection to Adversarial Attacks.” IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems 39, no. 12 (December 1, 2020): 4791–4804. https://doi.org/10.1109/TCAD.2020.2969982.

Serrano-Gotarredona, T., M. Valle, F. Conti, and H. Li. “Introduction to the Special Issue on the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2020).” IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10, no. 4 (December 1, 2020): 403–5. https://doi.org/10.1109/JETCAS.2020.3040581.

Kurshan, E., H. Li, M. Seok, and Y. Xie. “A Case for 3D Integrated System Design for Neuromorphic Computing and AI Applications.” International Journal of Semantic Computing 14, no. 4 (December 1, 2020): 457–75. https://doi.org/10.1142/S1793351X20500063.

Yang, X., B. Yan, H. Li, and Y. Chen. “ReTransformer: ReRAM-based Processing-in-Memory Architecture for Transformer Acceleration.” In IEEE ACM International Conference on Computer Aided Design Digest of Technical Papers Iccad, Vol. 2020-November, 2020. https://doi.org/10.1145/3400302.3415640.

Li, B., Y. Wang, and Y. Chen. “HitM: High-Throughput ReRAM-based PIM for Multi-Modal Neural Networks.” In IEEE ACM International Conference on Computer Aided Design Digest of Technical Papers Iccad, Vol. 2020-November, 2020. https://doi.org/10.1145/3400302.3415663.

Xie, Z., H. Li, X. Xu, J. Hu, and Y. Chen. “Fast IR Drop Estimation with Machine Learning : Invited Paper.” In IEEE ACM International Conference on Computer Aided Design Digest of Technical Papers Iccad, Vol. 2020-November, 2020. https://doi.org/10.1145/3400302.3415763.

Liang, R., Z. Xie, J. Jung, V. Chauha, Y. Chen, J. Hu, H. Xiang, and G. J. Nam. “Routing-Free Crosstalk Prediction.” In IEEE ACM International Conference on Computer Aided Design Digest of Technical Papers Iccad, Vol. 2020-November, 2020. https://doi.org/10.1145/3400302.3415712.

Zheng, Q., X. Li, Z. Wang, G. Sun, Y. Cai, R. Huang, Y. Chen, and H. Li. “MobiLattice: A Depth-wise DCNN Accelerator with Hybrid Digital/Analog Nonvolatile Processing-In-Memory Block.” In IEEE ACM International Conference on Computer Aided Design Digest of Technical Papers Iccad, Vol. 2020-November, 2020. https://doi.org/10.1145/3400302.3415666.

Chai, X., J. Bi, Z. Gan, X. Liu, Y. Zhang, and Y. Chen. “Color image compression and encryption scheme based on compressive sensing and double random encryption strategy.” Signal Processing 176 (November 1, 2020). https://doi.org/10.1016/j.sigpro.2020.107684.

Li, A., C. Wu, Y. Chen, and B. Ni. “MVStylizer: An efficient edge-assisted video photorealistic style transfer system for mobile phones.” In Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing Mobihoc, 31–40, 2020. https://doi.org/10.1145/3397166.3409140.

Yang, C., B. Liu, H. Li, Y. Chen, M. Barnell, Q. Wu, W. Wen, and J. Rajendran. “Thwarting Replication Attack against Memristor-Based Neuromorphic Computing System.” IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems 39, no. 10 (October 1, 2020): 2192–2205. https://doi.org/10.1109/TCAD.2019.2937817.

Wang, S., Y. Cao, S. Wen, Z. Guo, T. Huang, and Y. Chen. “Projective Synchroniztion of Neural Networks via Continuous/Periodic Event-Based Sampling Algorithms.” IEEE Transactions on Network Science and Engineering 7, no. 4 (October 1, 2020): 2746–54. https://doi.org/10.1109/TNSE.2020.2985409.

Feng, D., J. Xu, Y. Hua, W. Tong, J. Liu, C. Li, and Y. Chen. “A Low-Overhead Encoding Scheme to Extend the Lifetime of Nonvolatile Memories.” IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems 39, no. 10 (October 1, 2020): 2516–29. https://doi.org/10.1109/TCAD.2019.2962127.

Zhu, J., G. Sun, X. Zhang, C. Zhang, W. Zhang, Y. Liang, T. Wang, Y. Chen, and J. Di. “Fork Path: Batching ORAM Requests to Remove Redundant Memory Accesses.” IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems 39, no. 10 (October 1, 2020): 2279–92. https://doi.org/10.1109/TCAD.2019.2948914.

Chen, L., Z. He, C. Li, S. Wen, and Y. Chen. “Revisiting memristor properties.” International Journal of Bifurcation and Chaos 30, no. 12 (September 30, 2020). https://doi.org/10.1142/S0218127420501722.

Gan, Z., X. Chai, J. Zhang, Y. Zhang, and Y. Chen. “An effective image compression–encryption scheme based on compressive sensing (CS) and game of life (GOL).” Neural Computing and Applications 32, no. 17 (September 1, 2020): 14113–41. https://doi.org/10.1007/s00521-020-04808-8.

Chen, Y., D. Fan, Y. Wang, and S. Yamashita. “Editorial for the special issue on disruptive computing technologies.” Ccf Transactions on High Performance Computing 2, no. 3 (September 1, 2020): 209–10. https://doi.org/10.1007/s42514-020-00048-3.

Xie, X., S. Wen, Z. Yan, T. Huang, and Y. Chen. “Designing pulse-coupled neural networks with spike-synchronization-dependent plasticity rule: image segmentation and memristor circuit application.” Neural Computing and Applications 32, no. 17 (September 1, 2020): 13441–52. https://doi.org/10.1007/s00521-020-04752-7.

Wen, W., F. Yan, Y. Chen, and H. Li. “AutoGrow: Automatic Layer Growing in Deep Convolutional Networks.” In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 833–41, 2020. https://doi.org/10.1145/3394486.3403126.

Li, A., Y. Duan, H. Yang, Y. Chen, and J. Yang. “TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations.” In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 824–32, 2020. https://doi.org/10.1145/3394486.3403125.

Guo, Q., J. Ye, Y. Chen, Y. Hu, Y. Lan, G. Zhang, and X. Li. “INOR—An Intelligent noise reduction method to defend against adversarial audio examples.” Neurocomputing 401 (August 11, 2020): 160–72. https://doi.org/10.1016/j.neucom.2020.02.110.