MMS-Net: A multi-task learning framework for 12-lead ECG reconstruction and disease classification from 3-lead inputs.

Xinyu Kang

Tao Yan Huiying Shi Liwen Mu Zong Zheng Lei Yao Sangying Li Zekun Chen Xinyu Kang Shili Liang Lei Zhang Suqiu Wang MMS-Net: A multi-task learning framework for 12-lead ECG reconstruction and disease classification from 3-lead inputs. 108882 2026 113 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2025.108882 db/journals/bspc/bspc113.html#YanSMZYLCKLZW26 streams/journals/bspc

Zhengyi Li Zhongfeng Kang Yutong Wang 0004 Xinyu Kang Shantian Yang Qinghua Zhao ResKANNet: A residual Kolmogorov-Arnold network with multi-scale attention for brain tumor segmentation. 132062 2026 664 Neurocomputing https://doi.org/10.1016/j.neucom.2025.132062 db/journals/ijon/ijon664.html#LiKWKYZ26 streams/journals/ijon

Xingbo Wang Yucong Huang Qu Lu Xinyu Kang Yuru Li Yu Wei Qi Wang 0051 Terry Tao Ye RV-WINO: A RISC-V Neural Network Accelerator Based on Winograd Algorithm Fabricated in 55-nm CMOS Process. 2026 May 1667-1671 34 IEEE Trans. Very Large Scale Integr. Syst. 5 https://doi.org/10.1109/TVLSI.2026.3661565 db/journals/tvlsi/tvlsi34.html#WangHLKLWWY26 streams/journals/tvlsi

Silong Li Ningning Wang Xinyu Kang Chunlin Yu Terry Tao Ye qLIF: Mitigating the memory and computation overhead to implement spiking convolutional neural networks. 9011-9024 2025 May 37 Neural Comput. Appl. 15 https://doi.org/10.1007/s00521-025-11045-4 db/journals/nca/nca37.html#LiWKYY25 streams/journals/nca

Xinyu Kang Zhitao Yang Yuan Ren Terry Tao Ye Spike-Count Reduction Techniques for Low Power Spiking Neural Networks. 75 2025 August 57 Neural Process. Lett. 4 https://doi.org/10.1007/s11063-025-11786-2 db/journals/npl/npl57.html#KangYRY25 streams/journals/npl

Xingbo Wang Chenxi Feng Xinyu Kang Qi Wang 0051 Yucong Huang Terry Tao Ye RV-SCNN: A RISC-V Processor With Customized Instruction Set for SNN and CNN Inference Acceleration on Edge Platforms. 1567-1580 2025 April 44 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 4 https://doi.org/10.1109/TCAD.2024.3472293 db/journals/tcad/tcad44.html#WangFKWHY25 streams/journals/tcad

Weiwei He Zhongyi Fu Daoqi Wang Yufeng Zhou Dongsheng Luo Zhihua Wang Xinyu Kang Kuijun Wu Joint Retrieval of Ozone Profile in Near Space Based on the Atmospheric and Near Infrared Atmospheric Bands of O<sub>2</sub> Airglow. 1-13 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3598100 db/journals/tgrs/tgrs63.html#HeFWZLWKW25 streams/journals/tgrs

Xinyu Kang Xingbo Wang Yuru Li Terry Tao Ye Range Encoding: A Low-Power Spiking Neural Network Encoding Scheme for ECG Classification. 1-4 2025 AICAS https://doi.org/10.1109/AICAS64808.2025.11173111 conf/aicas/2025 db/conf/aicas/aicas2025.html#KangWLY25 streams/conf/aicas Xingbo Wang Chenxi Feng Xinyu Kang Yuru Li Yucong Huang Terry Tao Ye Logic Gate Network Inference Acceleration with RISC-V Custom Instruction Set. 205-211 2025 CF https://doi.org/10.1145/3719276.3725178 conf/cf/2025 db/conf/cf/cf2025.html#WangFKLHY25 Yuantong Yun Xinyu Kang Yulin Dong Design and Evaluation of Farm Farce: AI-Driven Improvisational Comedy in Farming Simulation Games. 1-5 2025 CoG https://doi.org/10.1109/CoG64752.2025.11114191 conf/cig/2025 db/conf/cig/cog2025.html#YunKD25 streams/conf/cig Bin Wang Zekun Chen Lei Zhang Shili Liang Sijia Guo Xinyu Kang Huajing Li MSA-Former: Multi-scale Adaptive Transformer for Image Snow Removal. 45-58 2025 MMM (3) https://doi.org/10.1007/978-981-96-2064-7_4 conf/mmm/2025-3 db/conf/mmm/mmm2025-3.html#WangCZLGKL25 streams/conf/mmm Yuru Li Xingbo Wang Xinyu Kang Yuxuan Zhang Terry Tao Ye FlexBits-SNN: RISC-V Based SNN Processor with Programmable Temporal Spike Resolution. MWSCAS 2025 473-477 conf/mwscas/2025 https://doi.org/10.1109/MWSCAS53549.2025.11244476 db/conf/mwscas/mwscas2025.html#LiWKZY25 streams/conf/mwscas Xingbo Wang Yucong Huang Xinyu Kang Yuru Li Qi Wang 0051 Terry Tao Ye NNia-8: An 8-Core RISC-V Neural Network Inference Accelerator with Efficient Processing Elements and Memory Utilization. 278-290 2025 NPC (2) https://doi.org/10.1007/978-3-032-10466-3_23 conf/npc/2025-2 db/conf/npc/npc2025-2.html#WangHKLWY25 streams/conf/npc

Jiaqi Zhang Bin Wang Mingyang Hua Zekun Chen Shili Liang Xinyu Kang Spatiotemporal Meteorological Prediction Based on Fully Convolutional Neural Network. 1-18 2024 62 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2024.3439390 db/journals/tgrs/tgrs62.html#ZhangWHCLK24 streams/journals/tgrs

Zhiyuan Xu Xinyu Kang Xingbo Wang Bingzhen Chen Terry Tao Ye FlexBits: A Configurable Lightweight RISC-V Micro-architecture for Flexible Bit-Width Execution. 287-291 2024 AICAS https://doi.org/10.1109/AICAS59952.2024.10595975 conf/aicas/2024 db/conf/aicas/aicas2024.html#XuKWCY24 Xinyu Kang Silong Li Xingbo Wang Zhiyuan Xu Yuru Li Terry Tao Ye Computation Complexity Reduction Based on Quick Leaky-Integrate-And-Fire Mechanism for SNNs. 471-474 2024 APCCAS https://doi.org/10.1109/APCCAS62602.2024.10808327 conf/apccas/2024 db/conf/apccas/apccas2024.html#KangLWXLY24

Lu Jiang Xinyu Kang Shan Huang Bo Yang 0024 A refinement strategy for identification of scientific software from bioinformatics publications. 3293-3316 2022 127 Scientometrics 6 https://doi.org/10.1007/s11192-022-04381-y https://www.wikidata.org/entity/Q114262961 db/journals/scientometrics/scientometrics127.html#JiangKHY22

Xinyu Kang Mohammad H. Jafari 0001 Mohammad Mahdi Kazemi Esfeh Christina Luong 0001 Teresa Tsang Purang Abolmaesumi A light-weight deep video network: towards robust assessment of ejection fraction on mobile devices. 2022 Image-Guided Procedures https://doi.org/10.1117/12.2611176 conf/miigp/2022 db/conf/miigp/miigp2022.html#Kang0E0TA22 Amin Banitalebi-Dehkordi Xinyu Kang Yong Zhang 0004 Model Composition: Can Multiple Neural Networks Be Combined into a Single Network Using Only Unlabeled Data? 263 2021 BMVC https://www.bmvc2021-virtualconference.com/assets/papers/0508.pdf conf/bmvc/2021 db/conf/bmvc/bmvc2021.html#Banitalebi-Dehkordi21a Rindra Ramamonjison Amin Banitalebi-Dehkordi Xinyu Kang Xiaolong Bai Yong Zhang 0004 SimROD: A Simple Adaptation Method for Robust Object Detection. 3550-3559 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.00355 conf/iccv/2021 db/conf/iccv/iccv2021.html#RamamonjisonBKB21

Rindra Ramamonjison Amin Banitalebi-Dehkordi Xinyu Kang Xiaolong Bai Yong Zhang 0004 SimROD: A Simple Adaptation Method for Robust Object Detection. 2021 abs/2107.13389 CoRR https://arxiv.org/abs/2107.13389 db/journals/corr/corr2107.html#abs-2107-13389

Amin Banitalebi-Dehkordi Xinyu Kang Yong Zhang 0004 Model Composition: Can Multiple Neural Networks Be Combined into a Single Network Using Only Unlabeled Data? 2021 abs/2110.10369 CoRR https://arxiv.org/abs/2110.10369 db/journals/corr/corr2110.html#abs-2110-10369

Xinyu Kang Piotr Fryzlewicz Catherine Jean Chu Mark A. Kramer Eric D. Kolaczyk Multiscale network analysis through tail-greedy bottom-up approximation, with applications in neuroscience. 1549-1554 2017 ACSSC https://doi.org/10.1109/ACSSC.2017.8335617 conf/acssc/2017 db/conf/acssc/acssc2017.html#KangFCKK17 Purang Abolmaesumi Xiaolong Bai Amin Banitalebi-Dehkordi Bingzhen Chen Zekun Chen Catherine Jean Chu Yulin Dong Mohammad Mahdi Kazemi Esfeh Chenxi Feng Piotr Fryzlewicz Zhongyi Fu Sijia Guo Weiwei He Mingyang Hua Shan Huang Yucong Huang Mohammad H. Jafari 0001 Lu Jiang Zhongfeng Kang Eric D. Kolaczyk Mark A. Kramer Huajing Li Sangying Li Silong Li Yuru Li Zhengyi Li Shili Liang Qu Lu Dongsheng Luo Christina Luong 0001 Liwen Mu Rindranirina RamamonjisonRindra Ramamonjison Yuan Ren Huiying Shi Teresa Tsang Bin Wang Daoqi Wang Ningning Wang Qi Wang 0051 Suqiu Wang Xingbo Wang Yutong Wang 0004 Zhihua Wang Yu Wei Kuijun Wu Zhiyuan Xu Tao Yan Bo Yang 0024 Shantian Yang Zhitao Yang Lei Yao Terry Tao Ye Chunlin Yu Yuantong Yun Jiaqi Zhang Lei Zhang Yong Zhang 0004 Yuxuan Zhang Qinghua Zhao Zong Zheng Yufeng Zhou