Publications
Improving STT MRAM storage density through smaller-than-worst-case transistor sizing." In Proceedings Design Automation Conference, 87-90. 2009.
"Improving the Robustness and Efficiency of PIM-Based Architecture by SW/HW Co-Design." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 618-623. 2023.
" "Integrated Architectural/Physical Planning Approach for Minimization of Current Surge in High Performance Clock-gated Microprocessors." In Proceedings of the International Symposium on Low Power Electronics and Design, 229-234. 2003.
"Interpreting Disparate Privacy-Utility Tradeoff in Adversarial Learning via Attribute Correlation." In Proceedings 2023 Ieee Winter Conference on Applications of Computer Vision, Wacv 2023, 4690-4698. 2023.
"ISLPED 2021: The 25th Anniversary!" In Ieee Design & Test, 92-93. Vol. 39. 2022.
"Join-Chain Network: A Logical Reasoning View of the Multi-head Attention in Transformer." In Ieee International Conference on Data Mining Workshops, Icdmw, 947-957. Vol. 2022-November. 2022.
": Joint Point Interaction-Dimension Search for 3D Point Cloud." In Proceedings 2023 Ieee Winter Conference on Applications of Computer Vision, Wacv 2023, 1298-1307. 2023.
"Lattice: An ADC/DAC-less ReRAM-based processing-in-memory architecture for accelerating deep convolution neural networks." In Proceedings Design Automation Conference. Vol. 2020-July. 2020.
"Learning Efficient Sparse Structures in Speech Recognition." In 2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), 2717-2721. Vol. 2019-May. 2019.
"Learning intrinsic sparse structures within long short-term memory." In 6th International Conference on Learning Representations, Iclr 2018 Conference Track Proceedings. 2018.
"Learning low-rank deep neural networks via singular vector orthogonality regularization and singular value sparsification." In Ieee Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2899-2908. Vol. 2020-June. 2020.
"Learning structured sparsity in deep neural networks." In Advances in Neural Information Processing Systems, 2082-2090. 2016.
"Leveraging 3D vertical RRAM to developing neuromorphic architecture for pattern classification." In Proceedings of Ieee Computer Society Annual Symposium on Vlsi, Isvlsi, 258-263. Vol. 2020-July. 2020.
"Lifetime Enhancement for RRAM-based Computing-In-Memory Engine Considering Aging and Thermal Effects." In Proceedings 2020 Ieee International Conference on Artificial Intelligence Circuits and Systems, Aicas 2020, 11-15. 2020.
"A lightweight progress maximization scheduler for non-volatile processor under unstable energy harvesting." In Acm Sigplan Notices, 101-110. Vol. 52. 2017.
"Line Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization." In 2021 Ieee Winter Conference on Applications of Computer Vision (Wacv). 2021.
"LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search." In Ijcai International Joint Conference on Artificial Intelligence, 773-781. Vol. 2023-August. 2023.
"Lithography Hotspot Detection via Heterogeneous Federated Learning with Local Adaptation." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 166-171. Vol. 2022-January. 2022.
"Loadsa: A yield-driven top-down design method for STT-RAM array." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 291-296. 2013.
"A look up table design with 3D bipolar RRAMs." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 73-78. 2012.
"LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning." In 6th Acm/Ieee Symposium on Edge Computing, Sec 2021, 68-79. 2021.
"Low cost power failure protection for MLC NAND flash storage systems with PRAM/DRAM hybrid buffer." In Proceedings Design, Automation and Test in Europe, Date, 859-864. 2013.
"Low-power dual-element memristor based memory design." In Proceedings of the International Symposium on Low Power Electronics and Design, 25-30. 2010.
"Low-power neuromorphic speech recognition engine with coarse-grain sparsity." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 111-114. 2017.
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