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ORCIDXiangru Chen
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2020 – today
- 2024
[j19]Chenjing Liu, Xiangru Chen, Jie Lin
, Peng Hu, Junfeng Wang, Xue Geng:
Evolving masked low-rank transformer for long text understanding. Appl. Soft Comput. 152: 111207 (2024)- [j18]Xiangru Chen, Chenjing Liu, Peng Hu, Jie Lin, Yunhong Gong, Yingke Chen, Dezhong Peng, Xue Geng:
Adaptive Masked Autoencoder Transformer for image classification. Appl. Soft Comput. 164: 111958 (2024) - [j17]Chenjing Liu, Xiangru Chen, Peng Hu, Jie Lin, Junfeng Wang, Xue Geng:
Contrastive Learning with Transformer Initialization and Clustering Prior for Text Representation. Appl. Soft Comput. 166: 112162 (2024) - [j16]Zebin Gao, Yuchen Guo, Guoxin Wang, Xiangru Chen, Xuyang Cao, Chao Zhang, Shan An, Feng Xu:
Robust deep learning from incomplete annotation for accurate lung nodule detection. Comput. Biol. Medicine 173: 108361 (2024) - [j15]Xiangru Chen, Chenjing Liu, Peng Hu, Jie Lin, Yunhong Gong, Yingke Chen, Dezhong Peng, Xue Geng:
Evolving filter criteria for randomly initialized network pruning in image classification. Neurocomputing 594: 127872 (2024) - [j14]Xiangru Chen, Dipal Halder, Kazi Mejbaul Islam, Sandip Ray:
Guarding Deep Learning Systems With Boosted Evasion Attack Detection and Model Update. IEEE Internet Things J. 11(6): 9382-9391 (2024) - [c12]Xiangru Chen, Milos Hauskrecht:
Enhancing Hypotension Prediction in Real-Time Patient Monitoring Through Deep Learning: A Novel Application of XResNet with Contrastive Learning and Value Attention Mechanisms. AIME (1) 2024: 46-51 - [c11]Yuan Cao, Lei Li, Xiangru Chen, Xue Xu, Zuojin Huang, Yanwei Yu:
Hypergraph Hash Learning for Efficient Trajectory Similarity Computation. CIKM 2024: 175-186 - [c10]Fanlei Meng, Xiangru Chen, Yuan Cao:
Targeted Universal Adversarial Attack on Deep Hash Networks. ICMR 2024: 165-174 - 2023
- [j13]Xiangru Chen, Maneesh Merugu, Jiaqi Zhang, Sandip Ray:
AroMa: Evaluating Deep Learning Systems for Stealthy Integrity Attacks on Multi-tenant Accelerators. ACM J. Emerg. Technol. Comput. Syst. 19(2): 13:1-13:17 (2023) - [j12]Jiaqi Zhang, Xiangru Chen, Sandip Ray:
AINNS: All-Inclusive Neural Network Scheduling Via Accelerator Formalization. IEEE Trans. Computers 72(2): 559-571 (2023) - [c9]Xiangru Chen, Dipal Halder, Kazi Mejbaul Islam, Sandip Ray:
Work-in-Progress: Towards Evaluating CNNs Against Integrity Attacks on Multi-tenant Computation. CASES 2023: 7-8 - [c8]Venkata Sai Gireesh Chamarthi, Xiangru Chen, Bhagawat Baanav Yedla Ravi, Sandip Ray:
Exploration of Machine Learning Attacks in Automotive Systems Using Physical and Mixed Reality Platforms. ICCE 2023: 1-4 - [c7]Xiangru Chen, Sandip Ray:
GERALT: Real-time Detection of Evasion Attacks in Deep Learning Systems. ISCAS 2023: 1-5 - [c6]Binbin Xie, Minhao Cui, Deepak Ganesan, Xiangru Chen, Jie Xiong:
Boosting the Long Range Sensing Potential of LoRa. MobiSys 2023: 177-190 - 2022
- [j11]Chenjing Liu, Junfeng Wang, Xiangru Chen:
Threat intelligence ATT&CK extraction based on the attention transformer hierarchical recurrent neural network. Appl. Soft Comput. 122: 108826 (2022) - [j10]Yuni Zeng, Xiangru Chen, Dezhong Peng, Lijun Zhang, Haixiao Huang:
Multi-scaled self-attention for drug-target interaction prediction based on multi-granularity representation. BMC Bioinform. 23(1): 314 (2022) - [j9]Jiaqi Zhang, Xiangru Chen, Sandip Ray:
GCONV Chain: Optimizing the Whole-Life Cost in End-to-end CNN Acceleration. IEEE Trans. Computers 71(9): 2300-2312 (2022) - [j8]Xiangru Chen, Jiaqi Zhang, Sandip Ray:
Dandelion: Boosting DNN Usability Under Dataset Scarcity. IEEE Trans. Computers 71(10): 2487-2498 (2022) - [c5]Xiangru Chen, Dong Li, Yiran Chen, Jie Xiong:
Boosting the sensing granularity of acoustic signals by exploiting hardware non-linearity. HotNets 2022: 53-59 - 2021
- [j7]Yuni Zeng, Xiangru Chen, Yujie Luo, Xuedong Li, Dezhong Peng:
Deep drug-target binding affinity prediction with multiple attention blocks. Briefings Bioinform. 22(5) (2021) - [j6]Yuni Zeng, Qianwen Duan, Xiangru Chen, Dezhong Peng, Yao Mao, Ke Yang:
UAVData: A dataset for unmanned aerial vehicle detection. Soft Comput. 25(7): 5385-5393 (2021) - [j5]Xiangru Chen, Yanan Sun, Mengjie Zhang, Dezhong Peng:
Evolving Deep Convolutional Variational Autoencoders for Image Classification. IEEE Trans. Evol. Comput. 25(5): 815-829 (2021) - [c4]Yingbing Fan, Lina Sun, Xiangru Chen:
Research on Stock Price Prediction Based on Catastrophe Theory. CIPAE 2021: 1520-1524 - [c3]Jiaqi Zhang, Xiangru Chen, Sandip Ray:
Universal Neural Network Acceleration via Real-Time Loop Blocking. ICCD 2021: 285-289 - [i1]Jiaqi Zhang, Xiangru Chen, Sandip Ray, Tao Li:
Optimizing the Whole-life Cost in End-to-end CNN Acceleration. CoRR abs/2104.05541 (2021)
2010 – 2019
- 2019
- [j4]Fang Zong, Xiangru Chen, Jinjun Tang, Ping Yu, Ting Wu:
Analyzing Traffic Crash Severity With Combination of Information Entropy and Bayesian Network. IEEE Access 7: 63288-63302 (2019) - [c2]Jiaqi Zhang, Xiangru Chen, Mingcong Song, Tao Li:
Eager pruning: algorithm and architecture support for fast training of deep neural networks. ISCA 2019: 292-303 - 2017
- [j3]Yue Yu, Xiangru Chen, Zhaohan Lu, Fengxia Li, Bo Zhang:
Obstacle avoidance behavior of swarm robots based on aggregation and disaggregation method. Simul. 93(11): 885-898 (2017) - 2016
- [j2]Xiangru Chen, Lina Zhou, Difang Wan:
Group social capital and lending outcomes in the financial credit market: An empirical study of online peer-to-peer lending. Electron. Commer. Res. Appl. 15: 1-13 (2016) - 2011
- [c1]Xiangru Chen, Haofen Wang, Xinruo Sun, Junfeng Pan, Yong Yu:
Diversifying product search results. SIGIR 2011: 1093-1094
2000 – 2009
- 2008
- [j1]Qinbao Song, Martin J. Shepperd, Xiangru Chen, Jun Liu:
Can k-NN imputation improve the performance of C4.5 with small software project data sets? A comparative evaluation. J. Syst. Softw. 81(12): 2361-2370 (2008)
Coauthor Index
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