A Heterogeneous TinyML SoC With Systematic Minimum Energy Searching and Management for Keyword Spotting.

Yanchi Dong

Yanchi Dong Xueping Liu Kangbo Bai Guoxiang Li Meng Wu 0005 Yiqi Jing Yihan Zhang 0002 Pixian Zhan Yadong Zhang Yufei Ma 0002 Ru Huang 0001 Tianyu Jia Le Ye A Heterogeneous TinyML SoC With Systematic Minimum Energy Searching and Management for Keyword Spotting. 2026 June 3098-3112 61 IEEE J. Solid State Circuits 6 https://doi.org/10.1109/JSSC.2025.3619427 db/journals/jssc/jssc61.html#DongLBLWJZZZMHJY26 streams/journals/jssc

Tong Xie Yijiahao Qi Jinqi Wen Zishen Wan Yanchi Dong Zihao Wang Shaofei Cai Yitao Liang Tianyu Jia Yuan Wang 0001 Runsheng Wang Meng Li 0004 CREATE: Cross-Layer Resilience Characterization and Optimization for Efficient yet Reliable Embodied AI Systems. 493-510 2026 ASPLOS (2) https://doi.org/10.1145/3779212.3790147 conf/asplos/2026-2 db/conf/asplos/asplos2026-2.html#XieQWWDWCLJWWL26

Tong Xie Yijiahao Qi Jinqi Wen Zishen Wan Yanchi Dong Zihao Wang Shaofei Cai Yitao Liang Tianyu Jia Yuan Wang 0001 Runsheng Wang Meng Li 0004 CREATE: Cross-Layer Resilience Characterization and Optimization for Efficient yet Reliable Embodied AI Systems. 2026 January abs/2601.14140 CoRR https://doi.org/10.48550/arXiv.2601.14140 db/journals/corr/corr2601.html#abs-2601-14140 streams/journals/corr

Heyi Li Kaixuan Du Yuanxin Bao Yanchi Dong Jiayoon Ru Han Xiao 0006 Hao Zhang 0119 Zhixuan Wang Yi Zhong 0002 Linxiao Shen Le Ye Ru Huang 0001 A 0.39-mm<sup>2</sup> Stacked Standard-CMOS Humidity Sensor Using a Charge-Redistribution Correlated Level Shifting Floating Inverter Amplifier and a VCO-Based Zoom CDC. 435-448 2024 February 59 IEEE J. Solid State Circuits 2 https://doi.org/10.1109/JSSC.2023.3307427 db/journals/jssc/jssc59.html#LiDBDRXZWZSYH24

Mingxuan Li Qinzhe Zhi Yanchi Dong Le Ye Tianyu Jia SPARK: An Efficient Hybrid Acceleration Architecture with Run-Time Sparsity-Aware Scheduling for TinyML Learning. 137:1-137:6 2024 DAC https://doi.org/10.1145/3649329.3657369 https://www.wikidata.org/entity/Q131111652 conf/dac/2024 db/conf/dac/dac2024.html#LiZDYJ24 Yanchi Dong Xueping Liu Xiaochen Hao Yun Liang 0001 Ru Huang 0001 Le Ye Tianyu Jia Hierarchical Power Co-Optimization and Management for LLM Chiplet Designs. 145:1-145:9 2024 ICCAD https://doi.org/10.1145/3676536.3676740 conf/iccad/2024 db/conf/iccad/iccad2024.html#DongLH00YJ24 Yanchi Dong Xueping Liu Kangbo Bai Guoxiang Li Meng Wu 0005 Yiqi Jing Yihan Zhang 0002 Pixian Zhan Yadong Zhang Yufei Ma 0002 Ru Huang 0001 Le Ye Tianyu Jia A Heterogeneous TinyML SoC with Energy-Event-Performance-Aware Management and Compute-in-Memory Two-Stage Event-Driven Wakeup. 1-2 2024 VLSI Technology and Circuits https://doi.org/10.1109/VLSITechnologyandCir46783.2024.10631336 conf/vlsit/2024 db/conf/vlsit/vlsit2024.html#DongLBLWJZZZ0HY24 Yanchi Dong Tianyu Jia Kaixuan Du Yiqi Jing Qijun Wang Pixian Zhan Yadong Zhang Fengyun Yan Yufei Ma 0002 Yun Liang 0001 Le Ye Ru Huang 0001 A Model-Specific End-to-End Design Methodology for Resource-Constrained TinyML Hardware. 1-6 2023 DAC https://doi.org/10.1109/DAC56929.2023.10247791 conf/dac/2023 db/conf/dac/dac2023.html#DongJDJWZZYMLYH23 Kangbo Bai Yuanxin Bao Shaofei Cai Kaixuan Du Xiaochen Hao Ru Huang 0001 Tianyu Jia Yiqi Jing Guoxiang Li Heyi Li Meng Li 0004 Mingxuan Li Yitao Liang Yun Liang 0001 Xueping Liu Yufei Ma 0002 Yijiahao Qi Jiayoon Ru Linxiao Shen Zishen Wan Qijun Wang Runsheng Wang Yuan Wang 0001 Zhixuan Wang Zihao Wang Jinqi Wen Meng Wu 0005 Han Xiao 0006 Tong Xie Fengyun Yan Le Ye Pixian Zhan Hao Zhang 0119 Yadong Zhang Yihan Zhang 0002 Qinzhe Zhi Yi Zhong 0002