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2020 – today
- 2024
[c15]Haoxiang Ye, Heng Zhu, Qing Ling:
On the Tradeoff Between Privacy Preservation and Byzantine-Robustness in Decentralized Learning. ICASSP 2024: 9336-9340- 2023
- [j27]Xiaocheng Hu, Heng Zhu, Ruiwen Chen, Sideng Hu, Zheng Jia, Honghui Yu, Shaoxing Qu
:
Design of 3D Magnetic Tactile Sensors with High Sensing Accuracy Guided by the Theoretical Model. Adv. Intell. Syst. 5(5) (2023) - [j26]Xuechao He, Heng Zhu, Qing Ling:
C-RSA: Byzantine-robust and communication-efficient distributed learning in the non-convex and non-IID regime. Signal Process. 213: 109222 (2023) - [j25]Heng Zhu, Qing Ling:
Byzantine-Robust Distributed Learning With Compression. IEEE Trans. Signal Inf. Process. over Networks 9: 280-294 (2023) - [j24]Yi Yang, Zhixin Liu, Heng Zhu, Xinping Guan, Kit Yan Chan:
Energy minimization by dynamic base station switching in heterogeneous cellular network. Wirel. Networks 29(2): 669-684 (2023) - [c14]Heng Zhu, Avishek Ghosh, Arya Mazumdar:
Optimal Compression of Unit Norm Vectors in the High Distortion Regime. ISIT 2023: 719-724 - [i4]Heng Zhu, Avishek Ghosh, Arya Mazumdar:
Optimal Compression of Unit Norm Vectors in the High Distortion Regime. CoRR abs/2307.07941 (2023) - [i3]Haoxiang Ye, Heng Zhu, Qing Ling:
On the Tradeoff between Privacy Preservation and Byzantine-Robustness in Decentralized Learning. CoRR abs/2308.14606 (2023) - 2022
- [j23]Zhixin Liu, Heng Zhu, Yazhou Yuan, Kit Yan Chan, Yi Yang, Xinping Guan:
Maximizing lower bound of energy efficiency in multi-tier heterogeneous cellular network via stochastic geometry. Comput. Commun. 184: 64-72 (2022) - [j22]Guang Song, Emily M. Lee, Jianbo Pan, Miao Xu, Hee-Sool Rho, Yichen Cheng, Nadia Whitt, Shu Yang, Jennifer Kouznetsova, Carleen Klumpp-Thomas, Samuel G. Michael, Cedric Moore, Ki-Jun Yoon, Kimberly M. Christian, Anton Simeonov, Wenwei Huang, Menghang Xia, Ruili Huang, Madhu Lal-Nag, Hengli Tang, Wei Zheng, Jiang Qian, Hongjun Song, Guo-li Ming, Heng Zhu:
Corrigendum to "An Integrated Systems Biology Approach Identifies the Proteasome as A Critical Host Machinery for ZIKV and DENV Replication" [Genomics Proteomics Bioinformatics19 (1) (2021) 108-122]. Genom. Proteom. Bioinform. 20(4): 808-809 (2022) - [j21]Xiaoke Li, Heng Zhu, Zhenzhong Chen, Wuyi Ming, Yang Cao, Wenbin He, Jun Ma:
Limit state Kriging modeling for reliability-based design optimization through classification uncertainty quantification. Reliab. Eng. Syst. Saf. 224: 108539 (2022) - [c13]Yan Zhao, Chang Guo, Weimin Li, Dingmei Wei, Heng Zhu:
Incremental Evolutionary Community Discovery Method Based on Neighbor Subgraph. ChineseCSCW (1) 2022: 42-57 - [c12]Heng Zhu, Qing Ling:
Byzantine-Robust Aggregation with Gradient Difference Compression and Stochastic Variance Reduction for Federated Learning. ICASSP 2022: 4278-4282 - [c11]Xuechao He, Heng Zhu, Qing Ling:
Byzantine-Robust and Communication-Efficient Distributed Non-Convex Learning Over Non-IID Data. ICASSP 2022: 5223-5227 - [c10]Heng Zhu, Qing Ling:
Bridging Differential Privacy and Byzantine-Robustness via Model Aggregation. IJCAI 2022: 2427-2433 - [i2]Heng Zhu, Qing Ling:
Bridging Differential Privacy and Byzantine-Robustness via Model Aggregation. CoRR abs/2205.00107 (2022) - 2021
- [j20]Weimin Li, Heng Zhu, Shaohua Li, Hao Wang, Hongning Dai, Can Wang, Qun Jin:
Evolutionary community discovery in dynamic social networks via resistance distance. Expert Syst. Appl. 171: 114536 (2021) - [j19]Guang Song, Emily M. Lee, Jianbo Pan, Miao Xu, Hee-Sool Rho, Yichen Cheng, Nadia Whitt, Shu Yang, Jennifer Kouznetsova, Carleen Klumpp-Thomas, Samuel G. Michael, Cedric Moore, Ki-Jun Yoon, Kimberly M. Christian, Anton Simeonov, Wenwei Huang, Menghang Xia, Ruili Huang, Madhu Lal-Nag, Hengli Tang, Wei Zheng, Jiang Qian, Hongjun Song, Guo-li Ming, Heng Zhu:
An Integrated Systems Biology Approach Identifies the Proteasome as A Critical Host Machinery for ZIKV and DENV Replication. Genom. Proteom. Bioinform. 19(1): 108-122 (2021) - [j18]Fangqing Liu, Xiaolei Shang, Heng Zhu:
Efficient Majorization-Minimization-Based Channel Estimation for One-Bit Massive MIMO Systems. IEEE Trans. Wirel. Commun. 20(6): 3444-3457 (2021) - [c9]Jiajie Yao, Chuang He, Tianlin Zhu, Fengjuan Zhao, Heng Zhu, Yuhang Wei:
Risk Assessment of Road Transportation of Dangerous Chemicals Based on Fuzzy Evaluation. AIAM (ACM) 2021: 1059-1063 - [c8]Heng Zhu, Dongchao Yang, Geng Huang, Qingyuan Wu, Teng Li, Bo Tao:
YOLOv3 with Asymmetric Intersection over Union Based Loss Function for Human Detection. ICMLSC 2021: 70-76 - [i1]Heng Zhu, Qing Ling:
BROADCAST: Reducing Both Stochastic and Compression Noise to Robustify Communication-Efficient Federated Learning. CoRR abs/2104.06685 (2021) - 2020
- [j17]Zhixin Liu, Heng Zhu, Yazhou Yuan, Yi Yang, Kit Yan Chan:
Optimization of base station density and user transmission power in multi-tier heterogeneous cellular systems. Comput. Commun. 161: 334-343 (2020) - [j16]Fangqing Liu, Heng Zhu, Changheng Li, Jian Li, Pu Wang, Philip V. Orlik:
Angular-Domain Channel Estimation for One-Bit Massive MIMO Systems: Performance Bounds and Algorithms. IEEE Trans. Veh. Technol. 69(3): 2928-2942 (2020) - [c7]Heng Zhu, Xiaolei Shang, Jian Li:
Target Parameter Estimation via One-Bit PMCW Radar. ICASSP 2020: 9145-9149 - [c6]Xiaolei Shang, Heng Zhu, Jian Li:
Range-Doppler Imaging via One-Bit PMCW Radar. SAM 2020: 1-5
2010 – 2019
- 2019
- [j15]Jianbin Xue, Heng Zhu, Xiaoming Liao, Zhe Su:
Joint Source-Relay Selection Scheme for Cooperative Networks under Eavesdropping Environment. Int. J. Netw. Secur. 21(6): 881-888 (2019) - [j14]Heng Zhu, Fangqing Liu, Jian Li:
Computationally Efficient Sinusoidal Parameter Estimation From Signed Measurements: ADMM Approaches. IEEE Signal Process. Lett. 26(12): 1798-1802 (2019) - [c5]Panqing Zhang, Jiulei Jiang, Zhanyou Ma, Heng Zhu:
Quantitative µ-Calculus Model Checking Algorithm Based on Generalized Possibility Measures. DASC/PiCom/DataCom/CyberSciTech 2019: 449-453 - [c4]Heng Zhu, Fangqing Liu, Jian Li:
Angle and Waveform Estimation from Coarsely Quantized Array Data. VTC Fall 2019: 1-5 - 2018
- [j13]Weimin Li, Heng Zhu, Wei Liu, Dehua Chen, Jiulei Jiang, Qun Jin:
An Anti-Noise Process Mining Algorithm Based on Minimum Spanning Tree Clustering. IEEE Access 6: 48756-48764 (2018) - [j12]Guohua Wang, Ximei Luo, Jianan Wang, Jun Wan, Shuli Xia, Heng Zhu, Jiang Qian, Yadong Wang:
MeDReaders: a database for transcription factors that bind to methylated DNA. Nucleic Acids Res. 46(Database-Issue): D146-D151 (2018) - [j11]Jianbo Pan, Sheng Liu, Heng Zhu, Jiang Qian:
AAgMarker 1.0: a resource of serological autoantigen biomarkers for clinical diagnosis and prognosis of various human diseases. Nucleic Acids Res. 46(Database-Issue): D886-D893 (2018) - [c3]Weimin Li, Heng Zhu, Xiaokang Zhou, Shohei Shimizu, Mingjun Xin, Qun Jin:
A Novel Personalized Recommendation Algorithm Based on Trust Relevancy Degree. DASC/PiCom/DataCom/CyberSciTech 2018: 418-422 - [c2]Fangqing Liu, Heng Zhu, Jian Li, Pu Wang, Philip V. Orlik:
Massive MIMO Channel Estimation Using Signed Measurements with Antenna-Varying Thresholds. SSP 2018: 188-192 - 2017
- [j10]Xiaomei Han, Jenny Wang, Jie Wang, Sheng Liu, Jianfei Hu, Heng Zhu, Jiang Qian:
ScaPD: a database for human scaffold proteins. BMC Bioinform. 18(S-11): 87-91 (2017) - [j9]Yi Huang, Heng Zhu:
Protein Array-based Approaches for Biomarker Discovery in Cancer. Genom. Proteom. Bioinform. 15(2): 73-81 (2017) - 2016
- [j8]Tianshun Gao, Bing He, Sheng Liu, Heng Zhu, Kai Tan, Jiang Qian:
EnhancerAtlas: a resource for enhancer annotation and analysis in 105 human cell/tissue types. Bioinform. 32(23): 3543-3551 (2016) - [j7]Jie Wang, Shuli Xia, Brian Arand, Heng Zhu, Raghu Machiraju, Kun Huang, Hongkai Ji, Jiang Qian:
Single-Cell Co-expression Analysis Reveals Distinct Functional Modules, Co-regulation Mechanisms and Clinical Outcomes. PLoS Comput. Biol. 12(4) (2016) - 2015
- [j6]Jianfei Hu, Johnathan Neiswinger, Jin Zhang, Heng Zhu, Jiang Qian:
Systematic Prediction of Scaffold Proteins Reveals New Design Principles in Scaffold-Mediated Signal Transduction. PLoS Comput. Biol. 11(9) (2015) - 2014
- [j5]Jianfei Hu, Hee-Sool Rho, Robert H. Newman, Jin Zhang, Heng Zhu, Jiang Qian:
PhosphoNetworks: a database for human phosphorylation networks. Bioinform. 30(1): 141-142 (2014) - [j4]Weidong Chen, Pengfei Zhai, Heng Zhu, Yongbo Zhang:
Hybrid algorithm for the two-dimensional rectangular layer-packing problem. J. Oper. Res. Soc. 65(7): 1068-1077 (2014) - 2013
- [j3]Ijeoma Uzoma, Heng Zhu:
Interactome Mapping: Using Protein Microarray Technology to Reconstruct Diverse Protein Networks. Genom. Proteom. Bioinform. 11(1): 18-28 (2013) - 2010
- [j2]Zhi Xie, Shaohui Hu, Seth Blackshaw, Heng Zhu, Jiang Qian:
hPDI: a database of experimental human protein-DNA interactions. Bioinform. 26(2): 287-289 (2010)
2000 – 2009
- 2008
- [j1]Xiong Liu, Xueping Yu, Donald J. Zack, Heng Zhu, Jiang Qian:
TiGER: A database for tissue-specific gene expression and regulation. BMC Bioinform. 9 (2008) - [c1]Changchun Bao, Hai-ting Li, Ze-xin Liu, Rui Fan, Heng Zhu, Mao-shen Jia, Rui Li:
A 8.32 kb/s embedded wideband speech coding candidate for ITU-t EV-VBR standardization. INTERSPEECH 2008: 687-690
Coauthor Index
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