Publications

Found 626 results
Type [ Year(Desc)]
2021
Y Chen, Q Qiu, and Y Lin. "Introduction to the Special Issue on Hardware and Algorithms for Efficient Machine Learning-Part 2." Acm Journal on Emerging Technologies in Computing Systems 17, no. 4 (2021).
BK Joardar,, H Li, K Chakrabarty, and PP Pande. "Learning to Train CNNs on Faulty ReRAM-based Manycore Accelerators." Acm Transactions on Embedded Computing Systems 20, no. 5s (2021): 1-23.
Q Zhang, B Wang, W Wen, H Li, and J Liu. "Line Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization." In 2021 Ieee Winter Conference on Applications of Computer Vision (Wacv). 2021.
A Li, 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.
F Chen, L Song, H Li, and Y Chen. "Marvel: A Vertical Resistive Accelerator for Low-Power Deep Learning Inference in Monolithic 3D." In Proceedings Design, Automation and Test in Europe, Date, 1240-1245. Vol. 2021-February. 2021.
S Wen, H Wei, Y Yang, Z Guo, Z Zeng, T Huang, and Y Chen. "Memristive LSTM Network for Sentiment Analysis." Ieee Transactions on Systems, Man, and Cybernetics: Systems 51, no. 3 (2021): 1794-1804.
S Wen, W Liu, Y Yang, P Zhou, Z Guo, Z Yan, Y Chen, and T Huang. "Multilabel Image Classification via Feature/Label Co-Projection." Ieee Transactions on Systems, Man, and Cybernetics: Systems 51, no. 11 (2021): 7250-7259.
X Yang, S Belakaria, BK Joardar, H Yang,, PP 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.
HP Cheng, 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, 7090-7098. Vol. 8B. 2021.
Z Xie, 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, 671-677. 2021.
H Fang, B Taylor, Z Li, Z Mei, HH Li, and Q Qiu. "Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning." In Proceedings Design Automation Conference, 361-366. Vol. 2021-December. 2021.
C Wu, 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.
W Hu, CH Chang, A Sengupta, S Bhunia, R Kastner, and H Li. "An Overview of Hardware Security and Trust: Threats, Countermeasures, and Design Tools." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 40, no. 6 (2021): 1010-1038.
S Zhang, 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.
L Fang, Y Chen, G Zhai, J Wang, R Wang, and W Dong. Preface. Vol. 13070 LNAI., 2021.
B Wang, J Guo, A Li, Y Chen, and H Li. "Privacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective." In Proceedings of the Acm Sigkdd International Conference on Knowledge Discovery and Data Mining, 1667-1676. 2021.
F Chen, L Song, HH Li, and Y Chen. "RAISE: A Resistive Accelerator for Subject-Independent EEG Signal Classification." In Proceedings Design, Automation and Test in Europe, Date, 340-343. Vol. 2021-February. 2021.
Y Wang, Z Zhu, F Chen, M Ma, G Dai, H Li, and Y Chen. "REREC: In-ReRAM Acceleration with Access-Aware Mapping for Personalized Recommendation." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2021-November. 2021.
B Sun, Y CAO, Z Guo, Z Yan, S Wen, T Huang, and Y Chen. "Sliding Mode Stabilization of Memristive Neural Networks With Leakage Delays and Control Disturbance." Ieee Transactions on Neural Networks and Learning Systems 32, no. 3 (2021): 1254-1263.
J Sun, 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, 9307-9315. 2021.
J Mao, H Yang, A Li, H Li, and Y Chen. "TPrune: Efficient Transformer Pruning for Mobile Devices." Acm Transactions on Cyber Physical Systems 5, no. 3 (2021).
NA Inkawhich, EK Davis, MJ Inkawhich, UK Majumder, and Y Chen. "Training SAR-ATR Models for Reliable Operation in Open-World Environments." Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14 (2021): 3954-3966.
M Pang, B Wang, YM 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 (2021): 2246-2259.
2022
B Yan, JL Hsu, PC Yu, CC Lee, Y Zhang, W Yue, G Mei, Y Yang, H Li, Y Chen et al. "A 1.041-Mb/mm227.38-TOPS/W Signed-INT8 Dynamic-Logic-Based ADC-less SRAM Compute-in-Memory Macro in 28nm with Reconfigurable Bitwise Operation for AI and Embedded Applications." In Digest of Technical Papers Ieee International Solid State Circuits Conference, 188-190. Vol. 2022-February. 2022.
J Zhang, J Tang, Y Chen, J Liu, J Ye, M Wolf, V Narayanan, M Srivastava, MI Jordan, and V Bahl. "The 5th Artificial Intelligence of Things (AIoT) Workshop." In Proceedings of the Acm Sigkdd International Conference on Knowledge Discovery and Data Mining, 4912-4913. 2022.

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