Junren Chen

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 39

Top Topics

Image Inpainting

Statistical Estimation

High Dimensional

Top Venues

IEEE Trans. Inf. Theory

Nat. Comput. Sci.

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Junren Chen, Zhaoqiang Liu
Efficient Algorithms for Non-gaussian Single Index Models with Generative Priors. AAAI (2024)
Junren Chen, Zhaoqiang Liu, Meng Ding, Michael K. Ng
Uniform Recovery Guarantees for Quantized Corrupted Sensing Using Structured or Generative Priors. CoRR (2024)
Junren Chen, Cheng Huang, Jiaxuan Han
VioDroid-Finder: automated evaluation of compliance and consistency for Android apps. Empir. Softw. Eng. 29 (3) (2024)
Nannan Wang, Cheng Huang, Junren Chen, Lingzi Li
CMRight: Chinese Morph Resolution based on end-to-end model combined with enhancement algorithms. Expert Syst. Appl. 254 (2024)
Junren Chen, Ming Yuan
Optimal Quantized Compressed Sensing via Projected Gradient Descent. CoRR (2024)
Junren Chen, Siyao Yang, Huaqiang Wu, Giacomo Indiveri, Melika Payvand
Scaling Limits of Memristor-Based Routers for Asynchronous Neuromorphic Systems. IEEE Trans. Circuits Syst. II Express Briefs 71 (3) (2024)
Cheng Huang, Nannan Wang, Ziyan Wang, Siqi Sun, Lingzi Li, Junren Chen, Qianchong Zhao, Jiaxuan Han, Zhen Yang, Lei Shi
DONAPI: Malicious NPM Packages Detector using Behavior Sequence Knowledge Mapping. CoRR (2024)
Lingzi Li, Cheng Huang, Junren Chen
Automated discovery and mapping ATT&CK tactics and techniques for unstructured cyber threat intelligence. Comput. Secur. 140 (2024)
Junren Chen, Jonathan Scarlett
Exact Thresholds for Noisy Non-Adaptive Group Testing. CoRR (2024)
Lei Zhang, Yi Zuo, Yu Jia, Dongze Li, Rui Zeng, Dong Li, Junren Chen, Wei Wang
DS-Former: A dual-stream encoding-based transformer for 3D medical image segmentation. Biomed. Signal Process. Control. 89 (2024)
Cheng Huang, Nannan Wang, Ziyan Wang, Siqi Sun, Lingzi Li, Junren Chen, Qianchong Zhao, Jiaxuan Han, Zhen Yang, Lei Shi
DONAPI: Malicious NPM Packages Detector using Behavior Sequence Knowledge Mapping. USENIX Security Symposium (2024)
Junren Chen, Ming Yuan
One-Bit Phase Retrieval: Optimal Rates and Efficient Algorithms. CoRR (2024)
Madison Cotteret, Hugh Greatorex, Alpha Renner, Junren Chen, Emre Neftci, Huaqiang Wu, Giacomo Indiveri, Martin Ziegler, Elisabetta Chicca
Distributed Representations Enable Robust Multi-Timescale Computation in Neuromorphic Hardware. CoRR (2024)
Junren Chen, Michael K. Ng, Di Wang
Quantizing Heavy-Tailed Data in Statistical Estimation: (Near) Minimax Rates, Covariate Quantization, and Uniform Recovery. IEEE Trans. Inf. Theory 70 (3) (2024)
Junren Chen, Michael K. P. Ng
Phase Retrieval of Quaternion Signal via Wirtinger Flow. IEEE Trans. Signal Process. 71 (2023)
Junren Chen, Cheng-Long Wang, Michael K. P. Ng, Di Wang
High Dimensional Statistical Estimation Under Uniformly Dithered One-Bit Quantization. IEEE Trans. Inf. Theory 69 (8) (2023)
Junren Chen, Michael K. Ng
Uniform Exact Reconstruction of Sparse Signals and Low-Rank Matrices From Phase-Only Measurements. IEEE Trans. Inf. Theory 69 (10) (2023)
Junren Chen, Michael Ng
Signal Reconstruction from Phase-Only Measurements: Uniqueness Condition, Minimal Measurement Number and Beyond. SIAM J. Appl. Math. 83 (4) (2023)
Junren Chen, Shuai Huang, Michael K. Ng, Zhaoqiang Liu
Solving Quadratic Systems with Full-Rank Matrices Using Sparse or Generative Priors. CoRR (2023)
Junren Chen, Yueqi Wang, Michael K. Ng
Quantized Low-Rank Multivariate Regression With Random Dithering. IEEE Trans. Signal Process. 71 (2023)
Junren Chen, Michael K. Ng
A Parameter-Free Two-Bit Covariance Estimator with Improved Operator Norm Error Rate. CoRR (2023)
Junren Chen, Jonathan Scarlett, Michael Kwok-Po Ng, Zhaoqiang Liu
A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing. CoRR (2023)
Junren Chen, Siyao Yang, Huaqiang Wu, Giacomo Indiveri, Melika Payvand
Scaling Limits of Memristor-Based Routers for Asynchronous Neuromorphic Systems. CoRR (2023)
Junren Chen, Jonathan Scarlett, Michael Ng, Zhaoqiang Liu
A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing. NeurIPS (2023)
Junren Chen, Yueqi Wang, Michael Kwok-Po Ng
Quantized Low-Rank Multivariate Regression with Random Dithering. CoRR (2023)
Hanwen Gong, Hu He, Bin Gao, Jianshi Tang, Jian Yu, Dabin Wu, Junren Chen, Qingtian Zhang, Xing Mou, He Qian, Huaqiang Wu
A 1-Mb Programming Configurable ReRAM Fully Integrating Into a 32-Bit Microcontroller Unit. IEEE Trans. Circuits Syst. II Express Briefs 70 (8) (2023)
Junren Chen, Chenxi Wu, Giacomo Indiveri, Melika Payvand
Reliability Analysis of Memristor Crossbar Routers: Collisions and On/off Ratio Requirement. ICECS 2022 (2022)
Junren Chen, Michael K. Ng
Risk Minimization for Noisy Standard and Generalized Phase Retrieval Problems. CoRR (2022)
Xueou Liu, Yigeng Cao, Ye Guo, Xiaowen Gong, Yahui Feng, Yao Wang, Mingyang Wang, Mengxuan Cui, Wenwen Guo, Luyang Zhang, Ningning Zhao, Xiaoqiang Song, Xuetong Zheng, Xia Chen, Qiujin Shen, Song Zhang, Zhen Song, Linfeng Li, Sizhou Feng, Mingzhe Han, Xiaofan Zhu, Erlie Jiang, Junren Chen
Dynamic forecasting of severe acute graft-versus-host disease after transplantation. Nat. Comput. Sci. 2 (3) (2022)
Junren Chen, Cheng-Long Wang, Michael K. Ng, Di Wang
High Dimensional Statistical Estimation under One-bit Quantization. CoRR (2022)
Junren Chen, Michael K. Ng
Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss. CoRR (2022)
Junren Chen, Michael K. Ng
Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss. SIAM J. Imaging Sci. 15 (3) (2022)
Junren Chen, Michael Kwok-Po Ng, Di Wang
Quantizing Heavy-tailed Data in Statistical Estimation: (Near) Minimax Rates, Covariate Quantization, and Uniform Recovery. CoRR (2022)
Xueou Liu, Yigeng Cao, Ye Guo, Xiaowen Gong, Yahui Feng, Yao Wang, Mingyang Wang, Mengxuan Cui, Wenwen Guo, Luyang Zhang, Ningning Zhao, Xiaoqiang Song, Xuetong Zheng, Xia Chen, Qiujin Shen, Song Zhang, Zhen Song, Linfeng Li, Sizhou Feng, Mingzhe Han, Xiaofan Zhu, Erlie Jiang, Junren Chen
Author Correction: Dynamic forecasting of severe acute graft-versus- host disease after transplantation. Nat. Comput. Sci. 2 (5) (2022)
Junren Chen, Michael Kwok-Po Ng
Uniform Exact Reconstruction of Sparse Signals and Low-rank Matrices from Phase-Only Measurements. CoRR (2022)
Yiwen Geng, Bin Gao, Qingtian Zhang, Wenqiang Zhang, Peng Yao, Yue Xi, Yudeng Lin, Junren Chen, Jianshi Tang, Huaqiang Wu, He Qian
An On-chip Layer-wise Training Method for RRAM based Computing-in-memory Chips. DATE (2021)
Xiali Li, Wei Zhang, Junren Chen, Licheng Wu, Cairangdanghzhou
Gobang Game Algorithm Based on Reinforcement Learning. ICCSIP (2021)
Qi Liu, Bin Gao, Peng Yao, Dong Wu, Junren Chen, Yachuan Pang, Wenqiang Zhang, Yan Liao, Cheng-Xin Xue, Wei-Hao Chen, Jianshi Tang, Yu Wang, Meng-Fan Chang, He Qian, Huaqiang Wu
33.2 A Fully Integrated Analog ReRAM Based 78.4TOPS/W Compute-In-Memory Chip with Fully Parallel MAC Computing. ISSCC (2020)
Junren Chen, Gang Liang, Wenbo He, Chun Xu, Jin Yang, Ruihang Liu
A Pornographic Images Recognition Model based on Deep One-Class Classification With Visual Attention Mechanism. IEEE Access 8 (2020)
Jingwen Li, Jizheng Wan, Yanling Lu, Junren Chen, Yu Fu
A New Object-Oriented Approach towards GIS Seamless Spatio-Temporal Data Model Construction. ICPCA/SWS (2012)