A High-Accuracy and Ultra-Energy-Efficient Keyword Spotting Processor With Adaptive Noise Suppression and Multi-User Speaker Verification.

Junyi Du

Jianbiao Xiao Shijian Zhu Xuhui Zhang Zhengwei Yang Xinrui Zhong Chiyu Zou Junyi Du Meng Du Chunsheng Ji Haojie Wei Yu Long 0005 Xiwang Ou Xizhi Chen Zihong Hao Xiao Chen Xiaoyu Miao Jun Zhou 0017 A High-Accuracy and Ultra-Energy-Efficient Keyword Spotting Processor With Adaptive Noise Suppression and Multi-User Speaker Verification. 2026 May 2404-2418 61 IEEE J. Solid State Circuits 5 https://doi.org/10.1109/JSSC.2025.3599862 db/journals/jssc/jssc61.html#XiaoZZYZZDDJWLOCHCMZ26 streams/journals/jssc

Junyi Du Ling Wang 0001 Rui Li 0087 An Enhanced Policy-Based Reinforcement Learning With Hierarchical Reward for Dynamic No-Wait Flowshop Scheduling Problem. 2026 April 1271-1283 10 IEEE Trans. Emerg. Top. Comput. Intell. 2 https://doi.org/10.1109/TETCI.2025.3628758 db/journals/tetci/tetci10.html#DuWL26 streams/journals/tetci

Xisen Jin Michael Duan Qin Lin Aaron Chan Zhenglun Chen Junyi Du Xiang Ren 0001 Proof-of-Guardrail in AI Agents and What (Not) to Trust from It. 2026 March abs/2603.05786 CoRR https://doi.org/10.48550/arXiv.2603.05786 db/journals/corr/corr2603.html#abs-2603-05786 streams/journals/corr

Aaron Chan Tengfei Li Tianyi Xiao Angela Chen Junyi Du Xiang Ren 0001 LATTICE: Evaluating Decision Support Utility of Crypto Agents. 2026 April abs/2604.26235 CoRR https://doi.org/10.48550/arXiv.2604.26235 db/journals/corr/corr2604.html#abs-2604-26235 streams/journals/corr

Junyi Du Peng Kang 0001 Lei Xiao 0017 Finite-Length Puncturing Pattern Design for LDPC Codes With Hadamard Constraints. 759-763 2025 April 29 IEEE Commun. Lett. 4 https://doi.org/10.1109/LCOMM.2025.3543011 db/journals/icl/icl29.html#DuKX25 streams/journals/icl

Yuansheng Wu Junyi Du Dadong Ni Balanced Domain Partitioning for Software Defined Networks. 6467-6476 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3237733 db/journals/access/access11.html#WuDN23

Yuansheng Wu Guanqun Zhao Dadong Ni Junyi Du Dynamic handoff policy for RAN slicing by exploiting deep reinforcement learning. 61 2021 2021 EURASIP J. Wirel. Commun. Netw. 1 https://doi.org/10.1186/s13638-021-01939-x db/journals/ejwcn/ejwcn2021.html#WuZND21

Xisen Jin Arka Sadhu Junyi Du Xiang Ren 0001 Gradient-based Editing of Memory Examples for Online Task-free Continual Learning. 29193-29205 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/f45a1078feb35de77d26b3f7a52ef502-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#JinSDR21

Shenglong Peng Liang Zhou 0003 Junyi Du Xuan He A logically centralized slotted ALOHA-based scheme for broadcast services in vehicular ad hoc networks. 2020 31 Trans. Emerg. Telecommun. Technol. 12 https://doi.org/10.1002/ett.3909 db/journals/ett/ett31.html#PengZDH20

Shenglong Peng Liang Zhou 0003 Xuan He Junyi Du GPS-aided inter-microcell interference avoidance for request-transmission splitting slotted ALOHA-based scheme in smart cities with connected vehicles. 501-511 2020 108 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2020.03.007 db/journals/fgcs/fgcs108.html#PengZHD20

Junyi Du A Partially Coupled LDPC Coded Scheme for the Gaussian Wiretap Channel. 7-10 2020 24 IEEE Commun. Lett. 1 https://doi.org/10.1109/LCOMM.2019.2950307 db/journals/icl/icl24.html#Du20

Zhe Zhang Liang Zhou 0003 Junyi Du Yue Zhao Design of a Labeling Scheme for 32-QAM Delayed Bit-Interleaved Coded Modulation. 3528 2020 20 Sensors 12 https://doi.org/10.3390/s20123528 https://www.wikidata.org/entity/Q96680859 db/journals/sensors/sensors20.html#ZhangZDZ20

Xisen Jin Junyi Du Arka Sadhu Ram Nevatia Xiang Ren 0001 Visually Grounded Continual Learning of Compositional Phrases. 2018-2029 2020 EMNLP (1) https://doi.org/10.18653/v1/2020.emnlp-main.158 https://aclanthology.org/2020.emnlp-main.158/ conf/emnlp/2020-1 db/conf/emnlp/emnlp2020-1.html#JinDSNR20 Xisen Jin Zhongyu Wei Junyi Du Xiangyang Xue 0001 Xiang Ren 0001 Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models. 2020 ICLR https://openreview.net/forum?id=BkxRRkSKwr conf/iclr/2020 db/conf/iclr/iclr2020.html#JinWDXR20 Wenxuan Zhou 0002 Hongtao Lin Bill Yuchen Lin Ziqi Wang 0003 Junyi Du Leonardo Neves Xiang Ren 0001 NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction. 2166-2176 2020 WWW https://doi.org/10.1145/3366423.3380282 conf/www/2020 db/conf/www/www2020.html#ZhouLLWDNR20

Frank F. Xu Lei Ji 0001 Botian Shi Junyi Du Graham Neubig Yonatan Bisk Nan Duan 0001 A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos. 2020 abs/2005.00706 CoRR https://arxiv.org/abs/2005.00706 db/journals/corr/corr2005.html#abs-2005-00706

Xisen Jin Junyi Du Xiang Ren 0001 Visually Grounded Continual Learning of Compositional Semantics. 2020 abs/2005.00785 CoRR https://arxiv.org/abs/2005.00785 db/journals/corr/corr2005.html#abs-2005-00785

Xisen Jin Junyi Du Xiang Ren 0001 Gradient Based Memory Editing for Task-Free Continual Learning. 2020 abs/2006.15294 CoRR https://arxiv.org/abs/2006.15294 db/journals/corr/corr2006.html#abs-2006-15294

Shenglong Peng Liang Zhou 0003 Xuan He Junyi Du Yong Liang Guan 0001 A Request-Transmission Splitting Scheme for V2X Networks: Design and Throughput Analysis. 158317-158325 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2950338 db/journals/access/access7.html#PengZHDG19

Junyi Du He Jiang Jiaming Shen Xiang Ren 0001 Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis. 4280-4291 2019 ACL (1) https://doi.org/10.18653/v1/p19-1420 https://aclanthology.org/P19-1420/ conf/acl/2019-1 db/conf/acl/acl2019-1.html#DuJSR19 Yihuan Liao Lei Yang 0027 Jinhong Yuan Kechao Huang Raymond W. K. Leung Junyi Du LDPC Code Design for Delayed Bit-Interleaved Coded Modulation. 1-5 2019 ITW https://doi.org/10.1109/ITW44776.2019.8989384 conf/itw/2019 db/conf/itw/itw2019.html#LiaoYYHLD19 Shenglong Peng Xuan He Junyi Du Yong Liang Guan 0001 Liang Zhou 0003 A TDMA-like Access Scheme with Splitting Request and Transmission for Vehicular Networks. 1-5 2019 WCNC https://doi.org/10.1109/WCNC.2019.8886150 conf/wcnc/2019 db/conf/wcnc/wcnc2019.html#PengHDGZ19

Shenglong Peng Xuan He Junyi Du Yong Liang Guan 0001 Liang Zhou 0003 A TDMA-like Access Scheme with Splitting Request and Transmission for Vehicular Networks. 2019 abs/1905.05431 CoRR http://arxiv.org/abs/1905.05431 db/journals/corr/corr1905.html#abs-1905-05431

Junyi Du He Jiang Jiaming Shen Xiang Ren 0001 Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis. 2019 abs/1906.11384 CoRR http://arxiv.org/abs/1906.11384 db/journals/corr/corr1906.html#abs-1906-11384

Xisen Jin Junyi Du Zhongyu Wei Xiangyang Xue 0001 Xiang Ren 0001 Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models. 2019 abs/1911.06194 CoRR http://arxiv.org/abs/1911.06194 db/journals/corr/corr1911.html#abs-1911-06194

Junyi Du Liang Zhou 0003 Lei Yang 0027 Shenglong Peng Jinhong Yuan A New LDPC Coded Scheme for Two-User Gaussian Multiple Access Channels. 21-24 2018 22 IEEE Commun. Lett. 1 https://doi.org/10.1109/LCOMM.2017.2760252 db/journals/icl/icl22.html#DuZYPY18

Xuan He Liang Zhou 0003 Junyi Du A New Multi-Edge Metric-Constrained PEG Algorithm for Designing Binary LDPC Code With Improved Cycle-Structure. 14-25 2018 66 IEEE Trans. Commun. 1 https://doi.org/10.1109/TCOMM.2017.2753805 db/journals/tcom/tcom66.html#HeZD18

Xuan He Liang Zhou 0003 Junyi Du PEG-Like Design of Binary QC-LDPC Codes Based on Detecting and Avoiding Generating Small Cycles. 1845-1858 2018 66 IEEE Trans. Commun. 5 https://doi.org/10.1109/TCOMM.2017.2787989 db/journals/tcom/tcom66.html#HeZD18a

Junyi Du Zhenghai Wang Lei Xiao Li Wang Wensheng Qiao LDPC coded DBICM Scheme for Two Way Relay Channel with a Pipeline Decoding Structure. 226-230 2018 ICCS https://doi.org/10.1109/ICCS.2018.8689212 conf/iccoms/2018 db/conf/iccoms/iccoms2018.html#DuWXWQ18

Junyi Du Lei Yang 0027 Jinhong Yuan Liang Zhou 0003 Xuan He Bit Mapping Design for LDPC Coded BICM Schemes With Multi-Edge Type EXIT Chart. 722-725 2017 21 IEEE Commun. Lett. 4 https://doi.org/10.1109/LCOMM.2016.2646341 db/journals/icl/icl21.html#DuYYZH17

Junyi Du Liang Zhou 0003 Xuan He Shenglong Peng A New LDPC Coded Scheme for Two-User Multiple-Access Channels Aided with Physical-Layer Network Coding. 1-6 2017 GLOBECOM Workshops https://doi.org/10.1109/GLOCOMW.2017.8269090 conf/globecom/2017w db/conf/globecom/globecom2017w.html#DuZHP17 Junyi Du Liang Zhou 0003 Zhe Zhang Lei Yang 0027 Jinhong Yuan Regular and Irregular LDPC Code Design for Bandwidth Efficient BICM Schemes. 1-6 2017 GLOBECOM https://doi.org/10.1109/GLOCOM.2017.8254234 conf/globecom/2017 db/conf/globecom/globecom2017.html#DuZZYY17 Zhe Zhang Liang Zhou 0003 Junyi Du Shenglong Peng An algebraic approach to design low rate low density parity check code. 1-6 2017 WCSP https://doi.org/10.1109/WCSP.2017.8171065 conf/wcsp/2017 db/conf/wcsp/wcsp2017.html#Zhang0DP17 Junyi Du Lei Yang 0027 Jinhong Yuan Liang Zhou 0003 Xuan He Bit Mapping Design for LDPC Coded BICM Schemes with Binary Physical-Layer Network Coding. 1-6 2016 GLOBECOM https://doi.org/10.1109/GLOCOM.2016.7841632 conf/globecom/2016 db/conf/globecom/globecom2016.html#DuYYZH16 Junyi Du Jinhong Yuan Liang Zhou 0003 Xuan He A progressive edge growth algorithm for bit mapping design of LDPC coded BICM schemes. 2129-2133 2016 ISIT https://doi.org/10.1109/ISIT.2016.7541675 conf/isit/2016 db/conf/isit/isit2016.html#DuYZH16

Xuan He Liang Zhou 0003 Junyi Du The New Multi-Edge Metric-Constrained PEG/QC-PEG Algorithms for Designing the Binary LDPC Codes With Better Cycle-Structures. 2016 abs/1605.05123 CoRR http://arxiv.org/abs/1605.05123 db/journals/corr/corr1605.html#HeZD16

Junyi Du Liang Zhou 0003 Xuan He The Joint Demodulation and Decoding for BICM-ID System with BEC Approximation and Optimized Bit Mapping. 1-6 2015 GLOBECOM https://doi.org/10.1109/GLOCOM.2014.7417843 conf/globecom/2015 db/conf/globecom/globecom2015.html#DuZH15 Xuan He Liang Zhou 0003 Junyi Du Zhiping Shi 0001 The multi-step PEG and ACE constrained PEG algorithms can design the LDPC codes with better cycle-connectivity. 46-50 2015 ISIT https://doi.org/10.1109/ISIT.2015.7282414 conf/isit/2015 db/conf/isit/isit2015.html#HeZDS15 Yonatan Bisk Aaron Chan Angela Chen Xiao Chen Xizhi Chen Zhenglun Chen Meng Du Michael Duan Nan Duan 0001 Yong Liang Guan 0001 Zihong Hao Xuan He Kechao Huang Chunsheng Ji Lei Ji 0001 He Jiang Xisen Jin Peng Kang 0001 Raymond W. K. Leung Rui Li 0087 Tengfei Li Yihuan Liao Bill Y. LinBill Yuchen Lin Hongtao Lin Qin Lin Yu Long 0005 Xiaoyu Miao Graham Neubig Ramakant NevatiaRam Nevatia Leonardo Neves Dadong Ni Xiwang Ou Shenglong Peng Wensheng Qiao Xiang Ren 0001 Arka Sadhu Jiaming Shen Botian Shi Zhi-Ping Shi 0001Zhiping Shi 0001 Li Wang Ling Wang 0001 Zhenghai Wang Ziqi Wang 0003 Haojie Wei Zhongyu Wei Yuansheng Wu Jianbiao Xiao Lei Xiao Lei Xiao 0017 Tianyi Xiao Frank F. Xu Xiangyang Xue 0001 Lei Yang 0027 Zhengwei Yang Jinhong Yuan Xuhui Zhang Zhe Zhang Guanqun Zhao Yue Zhao Xinrui Zhong Jun Zhou 0017 Liang Zhou 0003 Wenxuan Zhou 0002 Shijian Zhu Chiyu Zou