Publications

2021

Zhang, S., H. H. Li, and U. Schlichtmann. “Connection-based Processing-In-Memory Engine Design Based on Resistive Crossbars.” In Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC, 107–13, 2021. https://doi.org/10.1145/3394885.3431523.

Xie, Z., R. Liang, X. Xu, J. Hu, Y. Duan, and Y. Chen. “Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length Estimation.” In Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC, 671–77, 2021. https://doi.org/10.1145/3394885.3431562.

Joardar, B. K., A. I. Arka, J. R. Doppa, P. P. Pande, H. Li, and K. Chakrabarty. “Heterogeneous Manycore Architectures Enabled by Processing-in-Memory for Deep Learning: From CNNs to GNNs.” In IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD, Vol. 2021-November, 2021. https://doi.org/10.1109/ICCAD51958.2021.9643559.

Pang, M., B. Wang, M. Ye, Y. Chen, and B. Wen. “DISENTANGLING PROTOTYPE AND VARIATION FOR SINGLE SAMPLE FACE RECOGNITION.” In Proceedings - IEEE International Conference on Multimedia and Expo, 2021. https://doi.org/10.1109/ICME51207.2021.9428431.

Wu, C., X. Yang, H. Yu, I. Takeuchi, Y. Chen, and M. Li. “Optical generative adversarial network based on programmable phase-change photonics.” In Optics InfoBase Conference Papers, 2021.

Zhang, Qian, Bo Wang, Wei Wen, Hai Li, and Junhui Liu. “Line Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization.” In 2021 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE, 2021. https://doi.org/10.1109/wacv48630.2021.00392.

Yang, X., S. Belakaria, B. K. Joardar, H. Yang, J. R. Doppa, P. P. Pande, K. Chakrabarty, and H. Li. “Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise.” In IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD, Vol. 2021-November, 2021. https://doi.org/10.1109/ICCAD51958.2021.9643444.

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, Hai “Helen.” “Brain Inspired Computing: The Extraordinary Voyages in Known and Unknown Worlds.” In 2021 IEEE INTERNATIONAL SYMPOSIUM ON SMART ELECTRONIC SYSTEMS (ISES 2021), XXXI–XXXII, 2021.

Zhang, S., H. Li, and U. Schlichtmann. “Peripheral Circuitry Assisted Mapping Framework for Resistive Logic-In-Memory Computing.” In IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD, Vol. 2021-November, 2021. https://doi.org/10.1109/ICCAD51958.2021.9643588.

Fang, L., Y. Chen, G. Zhai, J. Wang, R. Wang, and W. Dong. Preface. Vol. 13070 LNAI, 2021.

Cheng, H. P., T. Zhang, Y. Zhang, S. Li, F. Liang, F. Yan, M. Li, V. Chandra, H. Li, and Y. Chen. “NASGEM: Neural Architecture Search via Graph Embedding Method.” In 35th AAAI Conference on Artificial Intelligence, AAAI 2021, 8B:7090–98, 2021.

Gao, Z., A. Li, Y. Gao, B. Li, Y. Wang, and Y. Chen. “FedSwap: A Federated Learning based 5G Decentralized Dynamic Spectrum Access System.” In IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD, Vol. 2021-November, 2021. https://doi.org/10.1109/ICCAD51958.2021.9643496.

Chen, Y. “2021: The Greatest Reset [From the Editor].” IEEE Circuits and Systems Magazine 21, no. 1 (January 1, 2021): 4. https://doi.org/10.1109/MCAS.2020.3046386.

Li, A., J. Sun, B. Wang, L. Duan, S. Li, Y. Chen, and H. Li. “LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning.” In 6th ACM/IEEE Symposium on Edge Computing, SEC 2021, 68–79, 2021. https://doi.org/10.1145/3453142.3492909.

Yang, H., L. Duan, Y. Chen, and H. Li. “BSQ: EXPLORING BIT-LEVEL SPARSITY FOR MIXED-PRECISION NEURAL NETWORK QUANTIZATION.” In ICLR 2021 - 9th International Conference on Learning Representations, 2021.

Taylor, B., A. Shrestha, Q. Qiu, and H. Li. “1S1R-based stable learning through single-spike-encoded spike-timing-dependent plasticity.” In Proceedings - IEEE International Symposium on Circuits and Systems, Vol. 2021-May, 2021. https://doi.org/10.1109/ISCAS51556.2021.9401644.

Chang, C. C., J. Pan, T. Zhang, Z. Xie, J. Hu, W. Qi, C. W. Lin, et al. “Automatic Routability Predictor Development Using Neural Architecture Search.” In IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD, Vol. 2021-November, 2021. https://doi.org/10.1109/ICCAD51958.2021.9643483.

Pang, M., B. Wang, Y. M. Cheung, Y. Chen, and B. Wen. “VD-GAN: A Unified Framework for Joint Prototype and Representation Learning from Contaminated Single Sample per Person.” IEEE Transactions on Information Forensics and Security 16 (January 1, 2021): 2246–59. https://doi.org/10.1109/TIFS.2021.3050055.

Yeats, E., Y. Chen, and H. Li. “Improving Gradient Regularization using Complex-Valued Neural Networks.” In Proceedings of Machine Learning Research, 139:11953–63, 2021.

Li, A., J. Sun, P. Li, Y. Pu, H. Li, and Y. Chen. “Hermes: An efficient federated learning framework for heterogeneous mobile clients.” In Proceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM, 420–36, 2021. https://doi.org/10.1145/3447993.3483278.

Sun, J., A. Li, B. Wang, H. Yang, H. Li, and Y. Chen. “Soteria: Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective.” In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 9307–15, 2021. https://doi.org/10.1109/CVPR46437.2021.00919.

Zhao, W., D. Feng, Y. Hua, W. Tong, J. Liu, J. Xu, C. Li, G. Xu, and Y. Chen. “MORE2: Morphable Encryption and Encoding for Secure NVM.” In IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD, Vol. 2021-November, 2021. https://doi.org/10.1109/ICCAD51958.2021.9643529.