Junren Chen

63 papers A* 6A 1B 1C 1Journal 46Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Robust Mean Estimation under Quantization.
CoRR
Pedro Abdalla, Junren Chen
2025 J jnl
A Unified Approach to Statistical Estimation Under Nonlinear Observations: Tensor Estimation and Matrix Factorization.
CoRR
Junren Chen, Lijun Ding, Dong Xia, Ming Yuan
2025 J jnl
Distributed representations enable robust multi-timescale symbolic computation in neuromorphic hardware.
Neuromorph. Comput. Eng.
Madison Cotteret, Hugh Greatorex, Alpha Renner, Junren Chen, Emre Neftci, Huaqiang Wu, Giacomo Indiveri, Martin Ziegler, Elisabetta Chicca
2025 A* conf
Exact Thresholds for Noisy Non-Adaptive Group Testing.
SODA
Junren Chen, Jonathan Scarlett
2025 A* conf
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline.
CVPR
Junlong Cheng, Bin Fu, Jin Ye, Guoan Wang, Tianbin Li, Haoyu Wang, Ruoyu Li, He Yao, Junren Chen, Jingwen Li, Yanzhou Su, Min Zhu, Junjun He
2025 J jnl
On Subsample Size of Quantile-Based Randomized Kaczmarz.
CoRR
Jian-Feng Cai, Junren Chen, Anna Ma, Tong Wu
2025 B conf
Phase Transitions in Phase-Only Compressed Sensing.
ISIT
Junren Chen, Lexiao Lai, Arian Maleki
2025 J jnl
Phase Transitions in Phase-Only Compressed Sensing.
CoRR
Junren Chen, Lexiao Lai, Arian Maleki
2025 J jnl
Research on Integrated Modularization of Supercritical Carbon Dioxide System for Aircraft Carrier Nuclear Power.
Entropy
Shengya Hou, Junren Chen, Fengyuan Zhang, Qiguo Yang
2025 J jnl
Robust Tensor Completion from Uniformly Dithered One-Bit Observations.
SIAM J. Imaging Sci.
Jingyao Hou, Junren Chen, Michael K. Ng
2025 C conf
Scaling Effects of Transistor Leakage Current and IR Drop on 1T1R Memory Arrays.
ISCAS
Junren Chen, Giacomo Indiveri
2025 J jnl
Solving Quadratic Systems With Full-Rank Matrices Using Sparse or Generative Priors.
IEEE Trans. Signal Process.
Junren Chen, Michael Kwok-Po Ng, Zhaoqiang Liu
2024 — conf
A 5T-SRAM Based Computing-in-Memory Macro Featuring Partial Sum Boosting and Analog Non-Uniform Quantization.
MWSCAS
Guoqiang Xin, Fei Tan, Junde Li, Junren Chen, Wei-Han Yu, Ka-Fai Un, Rui Paulo Martins, Pui-In Mak
2024 J jnl
Automated discovery and mapping ATT&CK tactics and techniques for unstructured cyber threat intelligence.
Comput. Secur.
Lingzi Li, Cheng Huang, Junren Chen
2024 — conf
BAformer: Boundary Adaptive Transformer for Medical Image Segmentation.
BIBM
Junlong Cheng, Jilong Chen, Lei Jiang, Chenrui Gao, Junren Chen, Ruoyu Li, Min Zhu
2024 J jnl
CMRight: Chinese Morph Resolution based on end-to-end model combined with enhancement algorithms.
Expert Syst. Appl.
Nannan Wang, Cheng Huang, Junren Chen, Lingzi Li
2024 A* conf
DONAPI: Malicious NPM Packages Detector using Behavior Sequence Knowledge Mapping.
USENIX Security Symposium
Cheng Huang, Nannan Wang, Ziyan Wang, Siqi Sun, Lingzi Li, Junren Chen, Qianchong Zhao, Jiaxuan Han, Zhen Yang, Lei Shi
2024 J jnl
DONAPI: Malicious NPM Packages Detector using Behavior Sequence Knowledge Mapping.
CoRR
Cheng Huang, Nannan Wang, Ziyan Wang, Siqi Sun, Lingzi Li, Junren Chen, Qianchong Zhao, Jiaxuan Han, Zhen Yang, Lei Shi
2024 J jnl
DS-Former: A dual-stream encoding-based transformer for 3D medical image segmentation.
Biomed. Signal Process. Control.
Lei Zhang, Yi Zuo, Yu Jia, Dongze Li, Rui Zeng, Dong Li, Junren Chen, Wei Wang
2024 J jnl
Distributed Representations Enable Robust Multi-Timescale Computation in Neuromorphic Hardware.
CoRR
Madison Cotteret, Hugh Greatorex, Alpha Renner, Junren Chen, Emre Neftci, Huaqiang Wu, Giacomo Indiveri, Martin Ziegler, Elisabetta Chicca
2024 A* conf
Efficient Algorithms for Non-gaussian Single Index Models with Generative Priors.
AAAI
Junren Chen, Zhaoqiang Liu
2024 J jnl
Exact Thresholds for Noisy Non-Adaptive Group Testing.
CoRR
Junren Chen, Jonathan Scarlett
2024 A* conf
Generalized Eigenvalue Problems with Generative Priors.
NeurIPS
Zhaoqiang Liu, Wen Li, Junren Chen
2024 J jnl
Generalized Eigenvalue Problems with Generative Priors.
CoRR
Zhaoqiang Liu, Wen Li, Junren Chen
2024 J jnl
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline.
CoRR
Junlong Cheng, Bin Fu, Jin Ye, Guoan Wang, Tianbin Li, Haoyu Wang, Ruoyu Li, He Yao, Junren Chen, Jingwen Li, Yanzhou Su, Min Zhu, Junjun He
2024 J jnl
One-Bit Phase Retrieval: Optimal Rates and Efficient Algorithms.
CoRR
Junren Chen, Ming Yuan
2024 J jnl
Optimal Quantized Compressed Sensing via Projected Gradient Descent.
CoRR
Junren Chen, Ming Yuan
2024 J jnl
Quantizing Heavy-Tailed Data in Statistical Estimation: (Near) Minimax Rates, Covariate Quantization, and Uniform Recovery.
IEEE Trans. Inf. Theory
Junren Chen, Michael K. Ng, Di Wang
2024 J jnl
Robust Instance Optimal Phase-Only Compressed Sensing.
CoRR
Junren Chen, Zhaoqiang Liu, Michael Kwok-Po Ng, Jonathan Scarlett
2024 J jnl
Scaling Effects of Transistor Leakage Current and IR Drop on 1T1R Memory Arrays.
CoRR
Junren Chen, Giacomo Indiveri
2024 J jnl
Scaling Limits of Memristor-Based Routers for Asynchronous Neuromorphic Systems.
IEEE Trans. Circuits Syst. II Express Briefs
Junren Chen, Siyao Yang, Huaqiang Wu, Giacomo Indiveri, Melika Payvand
2024 — conf
Scaling NVMs in Event-Driven Architectures for Edge Inference.
APCCAS
Junren Chen, Kanishkan Vadivel, Dawit Burusie Abdi, Priya Venugopal, Refik Bilgic, Giacomo Indiveri, Fernando García-Redondo, Dwaipayan Biswas
2024 J jnl
TEXEL: A neuromorphic processor with on-chip learning for beyond-CMOS device integration.
CoRR
Hugh Greatorex, Ole Richter, Michele Mastella, Madison Cotteret, Philipp Klein, Maxime Fabre, Arianna Rubino, Willian Soares Girão, Junren Chen, Martin Ziegler, Laura Bégon-Lours, Giacomo Indiveri, Elisabetta Chicca
2024 — conf
TinyU-Net: Lighter Yet Better U-Net with Cascaded Multi-receptive Fields.
MICCAI (9)
Junren Chen, Rui Chen, Wei Wang, Junlong Cheng, Lei Zhang, Liangyin Chen
2024 J jnl
Uniform Recovery Guarantees for Quantized Corrupted Sensing Using Structured or Generative Priors.
CoRR
Junren Chen, Zhaoqiang Liu, Meng Ding, Michael K. Ng
2024 J jnl
Uniform Recovery Guarantees for Quantized Corrupted Sensing Using Structured or Generative Priors.
SIAM J. Imaging Sci.
Junren Chen, Zhaoqiang Liu, Meng Ding, Michael K. Ng
2024 J jnl
VioDroid-Finder: automated evaluation of compliance and consistency for Android apps.
Empir. Softw. Eng.
Junren Chen, Cheng Huang, Jiaxuan Han
2023 J jnl
A 1-Mb Programming Configurable ReRAM Fully Integrating Into a 32-Bit Microcontroller Unit.
IEEE Trans. Circuits Syst. II Express Briefs
Hanwen Gong, Hu He, Bin Gao, Jianshi Tang, Jian Yu, Dabin Wu, Junren Chen, Qingtian Zhang, Xing Mou, He Qian, Huaqiang Wu
2023 J jnl
A Parameter-Free Two-Bit Covariance Estimator with Improved Operator Norm Error Rate.
CoRR
Junren Chen, Michael K. Ng
2023 A* conf
A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing.
NeurIPS
Junren Chen, Jonathan Scarlett, Michael Ng, Zhaoqiang Liu
2023 J jnl
A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing.
CoRR
Junren Chen, Jonathan Scarlett, Michael Kwok-Po Ng, Zhaoqiang Liu
2023 J jnl
High Dimensional Statistical Estimation Under Uniformly Dithered One-Bit Quantization.
IEEE Trans. Inf. Theory
Junren Chen, Cheng-Long Wang, Michael K. P. Ng, Di Wang
2023 J jnl
Phase Retrieval of Quaternion Signal via Wirtinger Flow.
IEEE Trans. Signal Process.
Junren Chen, Michael K. P. Ng
2023 J jnl
Quantized Low-Rank Multivariate Regression With Random Dithering.
IEEE Trans. Signal Process.
Junren Chen, Yueqi Wang, Michael K. Ng
2023 J jnl
Quantized Low-Rank Multivariate Regression with Random Dithering.
CoRR
Junren Chen, Yueqi Wang, Michael Kwok-Po Ng
2023 J jnl
Scaling Limits of Memristor-Based Routers for Asynchronous Neuromorphic Systems.
CoRR
Junren Chen, Siyao Yang, Huaqiang Wu, Giacomo Indiveri, Melika Payvand
2023 J jnl
Signal Reconstruction from Phase-Only Measurements: Uniqueness Condition, Minimal Measurement Number and Beyond.
SIAM J. Appl. Math.
Junren Chen, Michael Ng
2023 J jnl
Solving Quadratic Systems with Full-Rank Matrices Using Sparse or Generative Priors.
CoRR
Junren Chen, Shuai Huang, Michael K. Ng, Zhaoqiang Liu
2023 J jnl
Uniform Exact Reconstruction of Sparse Signals and Low-Rank Matrices From Phase-Only Measurements.
IEEE Trans. Inf. Theory
Junren Chen, Michael K. Ng
2022 J jnl
Author Correction: Dynamic forecasting of severe acute graft-versus- host disease after transplantation.
Nat. Comput. Sci.
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
2022 J jnl
Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss.
CoRR
Junren Chen, Michael K. Ng
2022 J jnl
Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss.
SIAM J. Imaging Sci.
Junren Chen, Michael K. Ng
2022 J jnl
Dynamic forecasting of severe acute graft-versus-host disease after transplantation.
Nat. Comput. Sci.
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
2022 J jnl
Error Bound of Empirical 𝓁
CoRR
Junren Chen, Michael K. Ng
2022 J jnl
High Dimensional Statistical Estimation under One-bit Quantization.
CoRR
Junren Chen, Cheng-Long Wang, Michael K. Ng, Di Wang
2022 J jnl
Quantizing Heavy-tailed Data in Statistical Estimation: (Near) Minimax Rates, Covariate Quantization, and Uniform Recovery.
CoRR
Junren Chen, Michael Kwok-Po Ng, Di Wang
2022 — conf
Reliability Analysis of Memristor Crossbar Routers: Collisions and On/off Ratio Requirement.
ICECS 2022
Junren Chen, Chenxi Wu, Giacomo Indiveri, Melika Payvand
2022 J jnl
Uniform Exact Reconstruction of Sparse Signals and Low-rank Matrices from Phase-Only Measurements.
CoRR
Junren Chen, Michael Kwok-Po Ng
2021 A conf
An On-chip Layer-wise Training Method for RRAM based Computing-in-memory Chips.
DATE
Yiwen Geng, Bin Gao, Qingtian Zhang, Wenqiang Zhang, Peng Yao, Yue Xi, Yudeng Lin, Junren Chen, Jianshi Tang, Huaqiang Wu, He Qian
2021 — conf
Gobang Game Algorithm Based on Reinforcement Learning.
ICCSIP
Xiali Li, Wei Zhang, Junren Chen, Licheng Wu, Cairangdanghzhou
2020 — conf
33.2 A Fully Integrated Analog ReRAM Based 78.4TOPS/W Compute-In-Memory Chip with Fully Parallel MAC Computing.
ISSCC
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
2020 J jnl
A Pornographic Images Recognition Model based on Deep One-Class Classification With Visual Attention Mechanism.
IEEE Access
Junren Chen, Gang Liang, Wenbo He, Chun Xu, Jin Yang, Ruihang Liu
2012 — conf
A New Object-Oriented Approach towards GIS Seamless Spatio-Temporal Data Model Construction.
ICPCA/SWS
Jingwen Li, Jizheng Wan, Yanling Lu, Junren Chen, Yu Fu