Xiangru Chen

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 28

Top Topics

Acoustic Signal

Stock Price Prediction

Top Venues

IEEE Trans. Computers

Appl. Soft Comput.

Publications

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 (2024)
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 (2024)
Fanlei Meng, Xiangru Chen, Yuan Cao
Targeted Universal Adversarial Attack on Deep Hash Networks. ICMR (2024)
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) (2024)
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 (2024)
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 (2024)
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)
Jiaqi Zhang, Xiangru Chen, Sandip Ray
AINNS: All-Inclusive Neural Network Scheduling Via Accelerator Formalization. IEEE Trans. Computers 72 (2) (2023)
Xiangru Chen, Sandip Ray
GERALT: Real-time Detection of Evasion Attacks in Deep Learning Systems. ISCAS (2023)
Binbin Xie, Minhao Cui, Deepak Ganesan, Xiangru Chen, Jie Xiong
Boosting the Long Range Sensing Potential of LoRa. MobiSys (2023)
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) (2023)
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)
Xiangru Chen, Dipal Halder, Kazi Mejbaul Islam, Sandip Ray
Work-in-Progress: Towards Evaluating CNNs Against Integrity Attacks on Multi-tenant Computation. CASES (2023)
Xiangru Chen, Dong Li, Yiran Chen, Jie Xiong
Boosting the sensing granularity of acoustic signals by exploiting hardware non-linearity. HotNets (2022)
Xiangru Chen, Jiaqi Zhang, Sandip Ray
Dandelion: Boosting DNN Usability Under Dataset Scarcity. IEEE Trans. Computers 71 (10) (2022)
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) (2022)
Chenjing Liu, Junfeng Wang, Xiangru Chen
Threat intelligence ATT&CK extraction based on the attention transformer hierarchical recurrent neural network. Appl. Soft Comput. 122 (2022)
Jiaqi Zhang, Xiangru Chen, Sandip Ray
GCONV Chain: Optimizing the Whole-Life Cost in End-to-end CNN Acceleration. IEEE Trans. Computers 71 (9) (2022)
Yingbing Fan, Lina Sun, Xiangru Chen
Research on Stock Price Prediction Based on Catastrophe Theory. CIPAE (2021)
Yuni Zeng, Qianwen Duan, Xiangru Chen, Dezhong Peng, Yao Mao, Ke Yang
UAVData: A dataset for unmanned aerial vehicle detection. Soft Comput. 25 (7) (2021)
Xiangru Chen, Yanan Sun, Mengjie Zhang, Dezhong Peng
Evolving Deep Convolutional Variational Autoencoders for Image Classification. IEEE Trans. Evol. Comput. 25 (5) (2021)
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)
Jiaqi Zhang, Xiangru Chen, Sandip Ray, Tao Li
Optimizing the Whole-life Cost in End-to-end CNN Acceleration. CoRR (2021)
Jiaqi Zhang, Xiangru Chen, Sandip Ray
Universal Neural Network Acceleration via Real-Time Loop Blocking. ICCD (2021)
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 (2019)
Jiaqi Zhang, Xiangru Chen, Mingcong Song, Tao Li
Eager pruning: algorithm and architecture support for fast training of deep neural networks. ISCA (2019)
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) (2017)
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 (2016)
Xiangru Chen, Haofen Wang, Xinruo Sun, Junfeng Pan, Yong Yu
Diversifying product search results. SIGIR (2011)
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) (2008)