Yiran Chen

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 380

Top Venues

Publications

Wenyuan Ma, Hui Wu, Yiran Chen, Hongxia Xu, Junjie Jiang, Bang Du, Mingyu Wan, Xiaolu Ma, Xiaoyu Chen, Lili Lin, Xinhui Su, Xuanwen Bao, Yifei Shen, Nong Xu, Jian Ruan, Haiping Jiang, Yongfeng Ding
New techniques to identify the tissue of origin for cancer of unknown primary in the era of precision medicine: progress and challenges. Briefings Bioinform. 25 (2) (2024)
Junyao Zhang, Hanrui Wang, Qi Ding, Jiaqi Gu, Reouven Assouly, William D. Oliver, Song Han, Kenneth R. Brown, Hai Helen Li, Yiran Chen
Qplacer: Frequency-Aware Component Placement for Superconducting Quantum Computers. CoRR (2024)
Randolph Linderman, Jingyang Zhang, Nathan Inkawhich, Hai Helen Li, Yiran Chen
Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification. CoLLAs (2023)
Jingwei Sun, Ziyue Xu, Dong Yang, Vishwesh Nath, Wenqi Li, Can Zhao, Daguang Xu, Yiran Chen, Holger R. Roth
Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples. CoRR (2023)
Jianyang Gu, Saeed Vahidian, Vyacheslav Kungurtsev, Haonan Wang, Wei Jiang, Yang You, Yiran Chen
Efficient Dataset Distillation via Minimax Diffusion. CoRR (2023)
Bogdan Iancu, Andrei-Raoul Morariu, Yiran Chen, Irina Wahlstrom, Anastasia Tsvetkova, Johan Lilius
Data Sharing in RoPax Ports: Challenges and Opportunities. FRUCT (2023)
Jingyang Zhang, Yiran Chen, Hai Helen Li
Privacy Leakage of Adversarial Training Models in Federated Learning Systems. CoRR (2022)
Matthew Inkawhich, Nathan Inkawhich, Eric K. Davis, Hai Li, Yiran Chen
The Untapped Potential of Off-the-Shelf Convolutional Neural Networks. WACV (2022)
Xuezhong Lin, Jingyu Pan, Jinming Xu, Yiran Chen, Cheng Zhuo
Lithography Hotspot Detection via Heterogeneous Federated Learning with Local Adaptation. ASP-DAC (2022)
Youhui Zhang, Yiran Chen, Yuanyuan Mi
Editorial: Machine learning for computational neural modeling and data analyses. Frontiers Comput. Neurosci. 16 (2022)
Shiping Wen, Huaqiang Wei, Yin Yang, Zhenyuan Guo, Zhigang Zeng, Tingwen Huang, Yiran Chen
Memristive LSTM Network for Sentiment Analysis. IEEE Trans. Syst. Man Cybern. Syst. 51 (3) (2021)
Matthew Inkawhich, Nathan Inkawhich, Eric K. Davis, Hai Li, Yiran Chen
The Untapped Potential of Off-the-Shelf Convolutional Neural Networks. CoRR (2021)
Feng Liang, Zhichao Tian, Ming Dong, Shuting Cheng, Li Sun, Hai Li, Yiran Chen, Guohe Zhang
Efficient neural network using pointwise convolution kernels with linear phase constraint. Neurocomputing 423 (2021)
Binghui Wang, Jiayi Guo, Ang Li, Yiran Chen, Hai Li
Privacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective. KDD (2021)
Fan Chen, Linghao Song, Hai Li, Yiran Chen
Marvel: A Vertical Resistive Accelerator for Low-Power Deep Learning Inference in Monolithic 3D. DATE (2021)
Chenxin An, Ming Zhong, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang
Enhancing Scientific Papers Summarization with Citation Graph. AAAI (2021)
Nathan Inkawhich, Eric K. Davis, Matthew Inkawhich, Uttam K. Majumder, Yiran Chen
Training SAR-ATR Models for Reliable Operation in Open-World Environments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Shiyu Li, Edward Hanson, Xuehai Qian, Hai (Helen) Li, Yiran Chen
ESCALATE: Boosting the Efficiency of Sparse CNN Accelerator with Kernel Decomposition. MICRO (2021)
Wei Zhao, Dan Feng, Yu Hua0001, Wei Tong, Jingning Liu, Jie Xu, Chunyan Li, Gaoxiang Xu, Yiran Chen
: Morphable Encryption and Encoding for Secure NVM. ICCAD (2021)
Changming Wu, Xiaoxuan Yang, Heshan Yu, Ruoming Peng, Ichiro Takeuchi, Yiran Chen, Mo Li
Harnessing Optoelectronic Noises in a Photonic Generative Adversarial Network (GAN). CoRR (2021)
Xiaoxiao Liu, Mengjie Mao, Xiuyuan Bi, Hai Helen Li, Yiran Chen
Exploring Applications of STT-RAM in GPU Architectures. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (1) (2021)
Huanrui Yang, Lin Duan, Yiran Chen, Hai Li
BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization. ICLR (2021)
Ximing Qiao, Yuhua Bai, Siping Hu, Ang Li, Yiran Chen, Hai Li
On Provable Backdoor Defense in Collaborative Learning. CoRR (2021)
Nathan Inkawhich, Kevin J. Liang, Jingyang Zhang, Huanrui Yang, Hai Li, Yiran Chen
Can Targeted Adversarial Examples Transfer When the Source and Target Models Have No Label Space Overlap? ICCVW (2021)
Qiming Shao, Zhongrui Wang, Yan Zhou, Shunsuke Fukami, Damien Querlioz, J. Joshua Yang, Yiran Chen, Leon O. Chua
Spintronic memristors for computing. CoRR (2021)
Ang Li, Jiayi Guo, Huanrui Yang, Flora D. Salim, Yiran Chen
DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones. IoTDI (2021)
Chengning Wang, Dan Feng, Wei Tong, Jingning Liu, Bing Wu, Wei Zhao, Yang Zhang, Yiran Chen
Improving Write Performance on Cross-Point RRAM Arrays by Leveraging Multidimensional Non-Uniformity of Cell Effective Voltage. IEEE Trans. Computers 70 (4) (2021)
Jingyang Zhang, Nathan Inkawhich, Yiran Chen, Hai Li
Fine-grained Out-of-Distribution Detection with Mixup Outlier Exposure. CoRR (2021)
Yiran Chen, Qinru Qiu, Yingyan Lin
Introduction to the Special Issue on Hardware and Algorithms for Efficient Machine Learning - Part 2. ACM J. Emerg. Technol. Comput. Syst. 17 (4) (2021)
Ang Li, Jingwei Sun, Binghui Wang, Lin Duan, Sicheng Li, Yiran Chen, Hai Li
LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning. SEC (2021)
Eric C. Yeats, Yiran Chen, Hai Li
Improving Gradient Regularization using Complex-Valued Neural Networks. ICML (2021)
Fan Chen, Linghao Song, Hai Helen Li, Yiran Chen
RAISE: A Resistive Accelerator for Subject-Independent EEG Signal Classification. DATE (2021)
Shiping Wen, Weiwei Liu, Yin Yang, Pan Zhou, Zhenyuan Guo, Zheng Yan, Yiran Chen, Tingwen Huang
Multilabel Image Classification via Feature/Label Co-Projection. IEEE Trans. Syst. Man Cybern. Syst. 51 (11) (2021)
Zhihui Gao, Ang Li, Yunfan Gao, Bing Li, Yu Wang, Yiran Chen
FedSwap: A Federated Learning based 5G Decentralized Dynamic Spectrum Access System. ICCAD (2021)
Minxue Tang, Xuefei Ning, Yitu Wang, Yu Wang, Yiran Chen
FedGP: Correlation-Based Active Client Selection for Heterogeneous Federated Learning. CoRR (2021)
Nathan Inkawhich, Matthew Inkawhich, Eric K. Davis, Uttam K. Majumder, Erin Tripp, Chris Capraro, Yiran Chen
Bridging a Gap in SAR-ATR: Training on Fully Synthetic and Testing on Measured Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Zhihui Gao, Ang Li, Yunfan Gao, Yu Wang, Yiran Chen
Hermes: Decentralized Dynamic Spectrum Access System for Massive Devices Deployment in 5G. EWSN (2021)
Yitu Wang, Zhenhua Zhu, Fan Chen, Mingyuan Ma, Guohao Dai, Yu Wang, Hai Li, Yiran Chen
Rerec: In-ReRAM Acceleration with Access-Aware Mapping for Personalized Recommendation. ICCAD (2021)
Shiyang Wen, Yiran Chen, Zhi Yang, Yan Zhang, Di Zhang, Liang Wang, Bo Zheng
SMAD: Scalable Multi-view Ad Retrieval System for E-Commerce Sponsored Search. CIKM (2021)
Jian Zhang, Jian Tang, Yiran Chen, Jie Liu, Jieping Ye, Marilyn Wolf, Vijaykrishnan Narayanan, Mani Srivastava, Michael I. Jordan, Victor Bahl
The 4th Artificial Intelligence of Things (AIoT) Workshop. KDD (2021)
Bo Sun, Yuting Cao, Zhenyuan Guo, Zheng Yan, Shiping Wen, Tingwen Huang, Yiran Chen
Sliding Mode Stabilization of Memristive Neural Networks With Leakage Delays and Control Disturbance. IEEE Trans. Neural Networks Learn. Syst. 32 (3) (2021)
Jingwei Sun, Ang Li, Louis DiValentin, Amin Hassanzadeh, Yiran Chen, Hai Li
FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective. CoRR (2021)
Oliver Zhang, Cheng Ding, Tânia Pereira, Ran Xiao, Kais Gadhoumi, Karl Meisel, Randall J. Lee, Yiran Chen, Xiao Hu
Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment. IEEE Access 9 (2021)
Tingwen Huang, Yiran Chen, Zhigang Zeng, Leon O. Chua
Editorial Special Issue for 50th Birthday of Memristor Theory and Application of Neuromorphic Computing Based on Memristor - Part I. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (11) (2021)
Zhihui Gao, Ang Li, Yunfan Gao, Yu Wang, Yiran Chen
Hermes: Decentralized Dynamic Spectrum Access System for Massive Devices Deployment in 5G. CoRR (2021)
Jiachen Mao, Huanrui Yang, Ang Li, Hai Li, Yiran Chen
TPrune: Efficient Transformer Pruning for Mobile Devices. ACM Trans. Cyber Phys. Syst. 5 (3) (2021)
Huanrui Yang, Lin Duan, Yiran Chen, Hai Li
BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization. CoRR (2021)
Chengning Wang, Dan Feng, Wei Tong, Yu Hua, Jingning Liu, Bing Wu, Wei Zhao, Linghao Song, Yang Zhang, Jie Xu, Xueliang Wei, Yiran Chen
Improving Multilevel Writes on Vertical 3-D Cross-Point Resistive Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (4) (2021)
Chaofei Yang, Leah Ding, Yiran Chen, Hai Li
Defending against GAN-based DeepFake Attacks via Transformation-aware Adversarial Faces. IJCNN (2021)
Hsin-Pai Cheng, Tunhou Zhang, Yixing Zhang, Shiyu Li, Feng Liang, Feng Yan, Meng Li, Vikas Chandra, Hai Li, Yiran Chen
NASGEM: Neural Architecture Search via Graph Embedding Method. AAAI (2021)
Yiran Chen, Qinru Qiu, Yingyan Lin
Introduction of Special Issue on Hardware and Algorithms for Efficient Machine Learning-Part 1. ACM J. Emerg. Technol. Comput. Syst. 17 (2) (2021)
Ang Li, Jingwei Sun, Xiao Zeng, Mi Zhang, Hai Li, Yiran Chen
FedMask: Joint Computation and Communication-Efficient Personalized Federated Learning via Heterogeneous Masking. SenSys (2021)
Nathan Inkawhich, Kevin J. Liang, Jingyang Zhang, Huanrui Yang, Hai Li, Yiran Chen
Can Targeted Adversarial Examples Transfer When the Source and Target Models Have No Label Space Overlap? CoRR (2021)
Yiran Chen, Pengfei Liu, Xipeng Qiu
Are Factuality Checkers Reliable? Adversarial Meta-evaluation of Factuality in Summarization. EMNLP (Findings) (2021)
Jingwei Sun, Ang Li, Binghui Wang, Huanrui Yang, Hai Li, Yiran Chen
Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective. CVPR (2021)
Xiuli Chai, Xiangcheng Zhi, Zhihua Gan, Yushu Zhang, Yiran Chen, Jiangyu Fu
Combining improved genetic algorithm and matrix semi-tensor product (STP) in color image encryption. Signal Process. 183 (2021)
Zhiyao Xie, Rongjian Liang, Xiaoqing Xu, Jiang Hu, Yixiao Duan, Yiran Chen
Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length Estimation. ASP-DAC (2021)
Huanrui Yang, Xiaoxuan Yang, Neil Zhenqiang Gong, Yiran Chen
HERO: Hessian-Enhanced Robust Optimization for Unifying and Improving Generalization and Quantization Performance. CoRR (2021)
Xiuli Chai, Haiyang Wu, Zhihua Gan, Daojun Han, Yushu Zhang, Yiran Chen
An efficient approach for encrypting double color images into a visually meaningful cipher image using 2D compressive sensing. Inf. Sci. 556 (2021)
Zhiyao Xie, Xiaoqing Xu, Matt Walker, Joshua Knebel, Kumaraguru Palaniswamy, Nicolas Hebert, Jiang Hu, Huanrui Yang, Yiran Chen, Shidhartha Das
APOLLO: An Automated Power Modeling Framework for Runtime Power Introspection in High-Volume Commercial Microprocessors. MICRO (2021)
Chenxin An, Ming Zhong, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang
Enhancing Scientific Papers Summarization with Citation Graph. CoRR (2021)
Meng Pang, Binghui Wang, Mang Ye, Yiran Chen, Bihan Wen
Disentangling Prototype and Variation for Single Sample Face Recognition. ICME (2021)
Binghui Wang, Jiayi Guo, Ang Li, Yiran Chen, Hai Li
Privacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective. CoRR (2021)
Meng Pang, Binghui Wang, Yiu-ming Cheung, Yiran Chen, Bihan Wen
VD-GAN: A Unified Framework for Joint Prototype and Representation Learning From Contaminated Single Sample per Person. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Shiping Wen, Minghui Dong, Yin Yang, Pan Zhou, Tingwen Huang, Yiran Chen
End-to-End Detection-Segmentation System for Face Labeling. IEEE Trans. Emerg. Top. Comput. Intell. 5 (3) (2021)
Tingwen Huang, Yiran Chen, Zhigang Zeng, Leon O. Chua
Editorial Special Issue for 50th Birthday of Memristor Theory and Application of Neuromorphic Computing Based on Memristor - Part II. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (12) (2021)
Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li
MTG: A Benchmarking Suite for Multilingual Text Generation. CoRR (2021)
Xuezhong Lin, Jingyu Pan, Jinming Xu, Yiran Chen, Cheng Zhuo
Lithography Hotspot Detection via Heterogeneous Federated Learning with Local Adaptation. CoRR (2021)
Chen-Chia Chang, Jingyu Pan, Tunhou Zhang, Zhiyao Xie, Jiang Hu, Weiyi Qi, Chung-Wei Lin, Rongjian Liang, Joydeep Mitra, Elias Fallon, Yiran Chen
Automatic Routability Predictor Development Using Neural Architecture Search. ICCAD (2021)
Linghao Song, Fan Chen, Yiran Chen, Hai Helen Li
Parallelism in Deep Learning Accelerators. ASP-DAC (2020)
Dan Feng, Jie Xu, Yu Hua, Wei Tong, Jingning Liu, Chunyan Li, Yiran Chen
A Low-Overhead Encoding Scheme to Extend the Lifetime of Nonvolatile Memories. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (10) (2020)
Zhiyao Xie, Guan-Qi Fang, Yu-Hung Huang, Haoxing Ren, Yanqing Zhang, Brucek Khailany, Shao-Yun Fang, Jiang Hu, Yiran Chen, Erick Carvajal Barboza
FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning. CoRR (2020)
Ling Chen, Zhilong He, Chuandong Li, Shiping Wen, Yiran Chen
Revisiting Memristor Properties. Int. J. Bifurc. Chaos 30 (12) (2020)
Chaofei Yang, Hai Li, Yiran Chen, Jiang Hu
Enhancing Generalization of Wafer Defect Detection by Data Discrepancy-aware Preprocessing and Contrast-varied Augmentation. ASP-DAC (2020)
Yiran Chen, Pengfei Liu, Ming Zhong, Zi-Yi Dou, Danqing Wang, Xipeng Qiu, Xuanjing Huang
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems. CoRR (2020)
Jingchi Zhang, Jonathan Huang, Michael Deisher, Hai Helen Li, Yiran Chen
Structural Sparsification for Far-Field Speaker Recognition with Intel® Gna. ICASSP (2020)
Ang Li, Yixiao Duan, Huanrui Yang, Yiran Chen, Jianlei Yang
TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework with Anonymized Intermediate Representations. CoRR (2020)
Xudong Xie, Shiping Wen, Zheng Yan, Tingwen Huang, Yiran Chen
Designing pulse-coupled neural networks with spike-synchronization-dependent plasticity rule: image segmentation and memristor circuit application. Neural Comput. Appl. 32 (17) (2020)
Huanrui Yang, Minxue Tang, Wei Wen, Feng Yan, Daniel Hu, Ang Li, Hai Li, Yiran Chen
Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification. CVPR Workshops (2020)
Qilin Zheng, Xingchen Li, Zongwei Wang, Guangyu Sun, Yimao Cai, Ru Huang, Yiran Chen, Hai Li
MobiLattice: A Depth-wise DCNN Accelerator with Hybrid Digital/Analog Nonvolatile Processing-In-Memory Block. ICCAD (2020)
Yazhu Lan, Kent W. Nixon, Qingli Guo, Guohe Zhang, Yuanchao Xu, Hai Li, Yiran Chen
FCDM: A Methodology Based on Sensor Pattern Noise Fingerprinting for Fast Confidence Detection to Adversarial Attacks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (12) (2020)
Neetesh Saxena, Alvaro A. Cárdenas, Raheem Beyah, Rongxing Lu, Kim-Kwang Raymond Choo, Yiran Chen
Introduction to the Special Issue on User-Centric Security and Safety for CPS. ACM Trans. Cyber Phys. Syst. 4 (3) (2020)
Yiran Chen, Deliang Fan, Yanzhi Wang, Shigeru Yamashita
Editorial for the special issue on disruptive computing technologies. CCF Trans. High Perform. Comput. 2 (3) (2020)
Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang
Extractive Summarization as Text Matching. ACL (2020)
Xiuli Chai, Haiyang Wu, Zhihua Gan, Yushu Zhang, Yiran Chen
Hiding cipher-images generated by 2-D compressive sensing with a multi-embedding strategy. Signal Process. 171 (2020)
Bing Li, Ying Wang, Yiran Chen
HitM: High-Throughput ReRAM-based PIM for Multi-Modal Neural Networks. ICCAD (2020)
Ang Li, Chunpeng Wu, Yiran Chen, Bin Ni
MVStylizer: An Efficient Edge-Assisted Video Photorealistic Style Transfer System for Mobile Phones. CoRR (2020)
Binghui Wang, Ang Li, Hai Li, Yiran Chen
GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs. CoRR (2020)
Tunhou Zhang, Hsin-Pai Cheng, Zhenwen Li, Feng Yan, Chengyu Huang, Hai Helen Li, Yiran Chen
AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture. AAAI (2020)
Yiran Chen, Pengfei Liu, Ming Zhong, Zi-Yi Dou, Danqing Wang, Xipeng Qiu, Xuanjing Huang
An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems. EMNLP (Findings) (2020)
Zhiyao Xie, Haoxing Ren, Brucek Khailany, Ye Sheng, Santosh Santosh, Jiang Hu, Yiran Chen
PowerNet: Transferable Dynamic IR Drop Estimation via Maximum Convolutional Neural Network. CoRR (2020)
Shiqin Wang, Yuting Cao, Tingwen Huang, Yiran Chen, Peng Li, Shiping Wen
Sliding mode control of neural networks via continuous or periodic sampling event-triggering algorithm. Neural Networks 121 (2020)
Linghao Song, Fan Chen, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen
AccPar: Tensor Partitioning for Heterogeneous Deep Learning Accelerators. HPCA (2020)
Ang Li, Chunpeng Wu, Yiran Chen, Bin Ni
MVStylizer: an efficient edge-assisted video photorealistic style transfer system for mobile phones. MobiHoc (2020)
Wei Wen, Feng Yan, Yiran Chen, Hai Li
AutoGrow: Automatic Layer Growing in Deep Convolutional Networks. KDD (2020)
Linghao Song, Fan Chen, Xuehai Qian, Hai Li, Yiran Chen
Low-Cost Floating-Point Processing in ReRAM for Scientific Computing. CoRR (2020)
Xucheng Ye, Pengcheng Dai, Junyu Luo, Xin Guo, Yingjie Qi, Jianlei Yang, Yiran Chen
Accelerating CNN Training by Pruning Activation Gradients. ECCV (25) (2020)
Matthew Inkawhich, Yiran Chen, Hai Helen Li
Snooping Attacks on Deep Reinforcement Learning. AAMAS (2020)
Shiqin Wang, Yuting Cao, Shiping Wen, Zhenyuan Guo, Tingwen Huang, Yiran Chen
Projective Synchroniztion of Neural Networks via Continuous/Periodic Event-Based Sampling Algorithms. IEEE Trans. Netw. Sci. Eng. 7 (4) (2020)
Hsin-Pai Cheng, Feng Liang, Meng Li, Bowen Cheng, Feng Yan, Hai Li, Vikas Chandra, Yiran Chen
ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition. CoRR (2020)

Yiran Chen.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Yiran Chen