Junren Chen

According to our database, Junren Chen authored at least 26 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Scaling Limits of Memristor-Based Routers for Asynchronous Neuromorphic Systems.

Junren Chen, Siyao Yang, Huaqiang Wu, Giacomo Indiveri, Melika Payvand

IEEE Trans. Circuits Syst. II Express Briefs, March, 2024

Quantizing Heavy-Tailed Data in Statistical Estimation: (Near) Minimax Rates, Covariate Quantization, and Uniform Recovery.

Junren Chen, Michael K. Ng, Di Wang

IEEE Trans. Inf. Theory, 2024

DONAPI: Malicious NPM Packages Detector using Behavior Sequence Knowledge Mapping.

Cheng Huang, Nannan Wang, Ziyan Wang, Siqi Sun, Lingzi Li, Junren Chen, Qianchong Zhao, Jiaxuan Han, Zhen Yang, Lei Shi

CoRR, 2024

Uniform Recovery Guarantees for Quantized Corrupted Sensing Using Structured or Generative Priors.

Junren Chen, Zhaoqiang Liu, Meng Ding, Michael K. Ng

CoRR, 2024

Exact Thresholds for Noisy Non-Adaptive Group Testing.

Junren Chen, Jonathan Scarlett

CoRR, 2024

Efficient Algorithms for Non-gaussian Single Index Models with Generative Priors.

Junren Chen, Zhaoqiang Liu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Uniform Exact Reconstruction of Sparse Signals and Low-Rank Matrices From Phase-Only Measurements.

Junren Chen, Michael K. Ng

IEEE Trans. Inf. Theory, October, 2023

High Dimensional Statistical Estimation Under Uniformly Dithered One-Bit Quantization.

Junren Chen, Cheng-Long Wang, Michael K. P. Ng, Di Wang

IEEE Trans. Inf. Theory, August, 2023

A 1-Mb Programming Configurable ReRAM Fully Integrating Into a 32-Bit Microcontroller Unit.

Hanwen Gong, Hu He, Bin Gao, Jianshi Tang, Jian Yu, Dabin Wu, Junren Chen, Qingtian Zhang, Xing Mou, He Qian, Huaqiang Wu

IEEE Trans. Circuits Syst. II Express Briefs, August, 2023

Signal Reconstruction from Phase-Only Measurements: Uniqueness Condition, Minimal Measurement Number and Beyond.

Junren Chen, Michael Ng

SIAM J. Appl. Math., August, 2023

Quantized Low-Rank Multivariate Regression With Random Dithering.

Junren Chen, Yueqi Wang, Michael K. Ng

IEEE Trans. Signal Process., 2023

Phase Retrieval of Quaternion Signal via Wirtinger Flow.

Junren Chen, Michael K. P. Ng

IEEE Trans. Signal Process., 2023

Solving Quadratic Systems with Full-Rank Matrices Using Sparse or Generative Priors.

Junren Chen, Shuai Huang, Michael K. Ng, Zhaoqiang Liu

CoRR, 2023

A Parameter-Free Two-Bit Covariance Estimator with Improved Operator Norm Error Rate.

Junren Chen, Michael K. Ng

CoRR, 2023

A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing.

Junren Chen, Jonathan Scarlett, Michael Ng, Zhaoqiang Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss.

Junren Chen, Michael K. Ng

SIAM J. Imaging Sci., September, 2022

Author Correction: Dynamic forecasting of severe acute graft-versus- host disease after transplantation.

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

Nat. Comput. Sci., 2022

Dynamic forecasting of severe acute graft-versus-host disease after transplantation.

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

Nat. Comput. Sci., 2022

Error Bound of Empirical 𝓁₂ Risk Minimization for Noisy Standard and Generalized Phase Retrieval Problems.

Junren Chen, Michael K. Ng

CoRR, 2022

High Dimensional Statistical Estimation under One-bit Quantization.

Junren Chen, Cheng-Long Wang, Michael K. Ng, Di Wang

CoRR, 2022

Reliability Analysis of Memristor Crossbar Routers: Collisions and On/off Ratio Requirement.

Junren Chen, Chenxi Wu, Giacomo Indiveri, Melika Payvand

Proceedings of the 29th IEEE International Conference on Electronics, Circuits and Systems, 2022

2021

Gobang Game Algorithm Based on Reinforcement Learning.

Xiali Li, Wei Zhang, Junren Chen, Licheng Wu, Cairangdanghzhou

Proceedings of the Cognitive Systems and Information Processing, 2021

An On-chip Layer-wise Training Method for RRAM based Computing-in-memory Chips.

Yiwen Geng, Bin Gao, Qingtian Zhang, Wenqiang Zhang, Peng Yao, Yue Xi, Yudeng Lin, Junren Chen, Jianshi Tang, Huaqiang Wu, He Qian

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020

A Pornographic Images Recognition Model based on Deep One-Class Classification With Visual Attention Mechanism.

Junren Chen, Gang Liang, Wenbo He, Chun Xu, Jin Yang, Ruihang Liu

IEEE Access, 2020

33.2 A Fully Integrated Analog ReRAM Based 78.4TOPS/W Compute-In-Memory Chip with Fully Parallel MAC Computing.

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

Proceedings of the 2020 IEEE International Solid- State Circuits Conference, 2020

2012

A New Object-Oriented Approach towards GIS Seamless Spatio-Temporal Data Model Construction.

Jingwen Li, JiZheng Wan, Yanling Lu, Junren Chen, Yu Fu

Proceedings of the Pervasive Computing and the Networked World, 2012