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2020 – today
- 2024
[j56]Yin Kuang, Shuxiao Li
, Xun Han, Wei Wen, Yu Wang, Mingyu Li:
Estimation of Carrier Frequency Offset Plagued by IQ Mismatch Using Least-Squares Interpolation of the DFT Coefficients. IEEE Access 12: 107505-107515 (2024)- [j55]Chang Liu, Jing Jing, Jiyang Jiang, Wei Wen, Wanlin Zhu, Zixiao Li, Yuesong Pan, Xueli Cai, Hao Liu, Yijun Zhou, Xia Meng, Jicong Zhang, Yilong Wang, Hao Li, Yong Jiang, Huaguang Zheng, Suying Wang, Haijun Niu, Nicole A. Kochan, Henry Brodaty, Tiemin Wei, Perminder S. Sachdev, Tao Liu, Yongjun Wang:
Relationships between brain structure-function coupling in normal aging and cognition: A cross-ethnicity population-based study. NeuroImage 299: 120847 (2024) - [j54]Kelly Rootes-Murdy, Sandeep R. Panta, Ross Kelly, Javier Tomas Romero, Yann Quidé, Murray J. Cairns, C. M. Loughland, Vaughan J. Carr, Stanley V. Catts, Assen Jablensky, Melissa J. Green, Frans Henskens, Dylan Kiltschewskij, Patricia T. Michie, Bryan J. Mowry, Christos Pantelis, Paul E. Rasser, William R. Reay, Ulrich Schall, Rodney J. Scott, Oliver J. Watkeys, Gloria M. P. Roberts, Philip B. Mitchell, Janice M. Fullerton, Bronwyn J. Overs, Masataka Kikuchi, Ryota Hashimoto, Junya Matsumoto, Masaki Fukunaga, Perminder S. Sachdev, Henry Brodaty, Wei Wen, Jiyang Jiang, Negar Fani, Timothy D. Ely, Adriana Lorio, Jennifer S. Stevens, Kerry J. Ressler, Tanja Jovanovic, Sanne J. H. van Rooij, Lydia M. Federmann, Christiane Jockwitz, Alexander Teumer, Andreas J. Forstner, Svenja Caspers, Sven Cichon, Sergey M. Plis, Anand D. Sarwate, Vince D. Calhoun:
Cortical similarities in psychiatric and mood disorders identified in federated VBM analysis via COINSTAC. Patterns 5(7): 100987 (2024) - [c68]Hua Zheng, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Wen-Yen Chen, Wei Wen:
SiGeo: Sub-One-Shot NAS via Geometry of Loss Landscape. KDD 2024: 4536-4547 - [c67]Wei Wen, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Hang Yin, Weiwei Chu, Kaveh Hassani, Mengying Sun, Jiang Liu, Xu Wang, Lin Jiang, Yuxin Chen, Buyun Zhang, Xi Liu, Dehua Cheng, Zhengxing Chen, Guang Zhao, Fangqiu Han, Jiyan Yang, Yuchen Hao, Liang Xiong, Wen-Yen Chen:
Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale. WWW (Companion Volume) 2024: 73-82 - [c66]Hang Yin, Kuang-Hung Liu, Mengying Sun, Yuxin Chen, Buyun Zhang, Jiang Liu, Vivek Sehgal, Rudresh Rajnikant Panchal, Eugen Hotaj, Xi Liu, Daifeng Guo, Jamey Zhang, Zhou Wang, Shali Jiang, Huayu Li, Zhengxing Chen, Wen-Yen Chen, Jiyan Yang, Wei Wen:
AutoML for Large Capacity Modeling of Meta's Ranking Systems. WWW (Companion Volume) 2024: 374-382 - [i37]Tao Wang, Wei Wen, Jingzhi Zhai, Kang Xu, Haoming Luo:
Serialized Point Mamba: A Serialized Point Cloud Mamba Segmentation Model. CoRR abs/2407.12319 (2024) - [i36]Wei Wen, Quanyu Zhu, Weiwei Chu, Wen-Yen Chen, Jiyan Yang:
CubicML: Automated ML for Large ML Systems Co-design with ML Prediction of Performance. CoRR abs/2409.04585 (2024) - 2023
- [j53]Jing Jing, Ziyang Liu, Hao Guan, Wanlin Zhu, Zhe Zhang, Xia Meng, Jian Cheng, Yuesong Pan, Yong Jiang, Yilong Wang, Haijun Niu, Xingquan Zhao, Wei Wen, Jinxi Lin, Wei Li, Hao Li, Perminder S. Sachdev, Tao Liu, Zixiao Li, Dacheng Tao, Yongjun Wang:
A Deep Learning System to Predict Recurrence and Disability Outcomes in Patients with Transient Ischemic Attack or Ischemic Stroke. Adv. Intell. Syst. 5(4) (2023) - [j52]Hongxing Wang, Wei Wen:
T-BT Inverse and T-GC Partial Order via the T-Product. Axioms 12(10): 929 (2023) - [j51]Zhi-Xue Yang, Ya-Wen Fu, Juanjuan Zhao, Feng Zhang, Si-Ang Li, Mei Zhao, Wei Wen, Lei Zhang, Tao Cheng, Jian-Ping Zhang, Xiao-Bing Zhang:
Superior Fidelity and Distinct Editing Outcomes of SaCas9 Compared with SpCas9 in Genome Editing. Genom. Proteom. Bioinform. 21(6): 1206-1220 (2023) - [j50]Zi-Jun Quan, Si-Ang Li, Zhi-Xue Yang, Juanjuan Zhao, Guo-Hua Li, Feng Zhang, Wei Wen, Tao Cheng, Xiao-Bing Zhang:
GREPore-Seq: A Robust Workflow to Detect Changes After Gene Editing Through Long-Range PCR and Nanopore Sequencing. Genom. Proteom. Bioinform. 21(6): 1221-1236 (2023) - [c65]Hanjun Li, Xiujun Shu, Sunan He, Ruizhi Qiao, Wei Wen, Taian Guo, Bei Gan, Xing Sun:
D3G: Exploring Gaussian Prior for Temporal Sentence Grounding with Glance Annotation. ICCV 2023: 13688-13700 - [c64]Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen:
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems. WWW 2023: 1199-1207 - [i35]Hanjun Li, Xiujun Shu, Sunan He, Ruizhi Qiao, Wei Wen, Taian Guo, Bei Gan, Xing Sun:
D3G: Exploring Gaussian Prior for Temporal Sentence Grounding with Glance Annotation. CoRR abs/2308.04197 (2023) - [i34]Xiujun Shu, Wei Wen, Liangsheng Xu, Mingbao Lin, Ruizhi Qiao, Taian Guo, Hanjun Li, Bei Gan, Xiao Wang, Xing Sun:
Unified and Dynamic Graph for Temporal Character Grouping in Long Videos. CoRR abs/2308.14105 (2023) - [i33]Yufan Cao, Tunhou Zhang, Wei Wen, Feng Yan, Hai Li, Yiran Chen:
Farthest Greedy Path Sampling for Two-shot Recommender Search. CoRR abs/2310.20705 (2023) - [i32]Tunhou Zhang, Wei Wen, Igor Fedorov, Xi Liu, Buyun Zhang, Fangqiu Han, Wen-Yen Chen, Yiping Han, Feng Yan, Hai Li, Yiran Chen:
DistDNAS: Search Efficient Feature Interactions within 2 Hours. CoRR abs/2311.00231 (2023) - [i31]Hang Yin, Kuang-Hung Liu, Mengying Sun, Yuxin Chen, Buyun Zhang, Jiang Liu, Vivek Sehgal, Rudresh Rajnikant Panchal, Eugen Hotaj, Xi Liu, Daifeng Guo, Jamey Zhang, Zhou Wang, Shali Jiang, Huayu Li, Zhengxing Chen, Wen-Yen Chen, Jiyan Yang, Wei Wen:
AutoML for Large Capacity Modeling of Meta's Ranking Systems. CoRR abs/2311.07870 (2023) - [i30]Wei Wen, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Hang Yin, Weiwei Chu, Kaveh Hassani, Mengying Sun, Jiang Liu, Xu Wang, Lin Jiang, Yuxin Chen, Buyun Zhang, Xi Liu, Dehua Cheng, Zhengxing Chen, Guang Zhao, Fangqiu Han, Jiyan Yang, Yuchen Hao, Liang Xiong, Wen-Yen Chen:
Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale. CoRR abs/2311.08430 (2023) - [i29]Hua Zheng, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Wen-Yen Chen, Wei Wen:
SiGeo: Sub-One-Shot NAS via Information Theory and Geometry of Loss Landscape. CoRR abs/2311.13169 (2023) - 2022
- [j49]Hao Wu, Linkai Luo, Hong Peng, Wei Wen:
A method of multi-models fusion for speaker recognition. Int. J. Speech Technol. 25(2): 493-498 (2022) - [j48]Jiyang Jiang, Dadong Wang, Yang Song, Perminder S. Sachdev, Wei Wen:
Computer-aided extraction of select MRI markers of cerebral small vessel disease: A systematic review. NeuroImage 261: 119528 (2022) - [j47]Wei Wen, Bo Chen, Xuefei Cao, Xuefeng Zhang, Zhengjue Wang, Hongwei Liu:
Infinite Bayesian Max-Margin Discriminant Projection. IEEE Trans. Cybern. 52(5): 3936-3946 (2022) - [c63]Chunxiao Wang, Rui Jiang, Tuiliang Feng, Shihao Sun, Wei Wen:
Application of Cellular Signaling Data in Monitoring Human Activities in Nature Reserves. BIC 2022: 518-521 - [c62]Xiujun Shu, Wei Wen, Haoqian Wu, Keyu Chen, Yiran Song, Ruizhi Qiao, Bo Ren, Xiao Wang:
See Finer, See More: Implicit Modality Alignment for Text-Based Person Retrieval. ECCV Workshops (5) 2022: 624-641 - [c61]Wei Wen, Minglu Xing, Zheng Wang, Yanping Wen, Xuhao Fan:
Comprehensive Evaluation of New Type Substation Equipment under the Target of "Double Carbon" Empowered by Digital Technology. ICCSIE 2022: 890-894 - [i28]Jiyang Jiang, Dadong Wang, Yang Song, Perminder S. Sachdev, Wei Wen:
Computer-Aided Extraction of Select MRI Markers of Cerebral Small Vessel Disease: A Systematic Review. CoRR abs/2204.01411 (2022) - [i27]Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen:
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems. CoRR abs/2207.07187 (2022) - [i26]Xiujun Shu, Wei Wen, Taian Guo, Sunan He, Chen Wu, Ruizhi Qiao:
Exploiting Feature Diversity for Make-up Temporal Video Grounding. CoRR abs/2208.06179 (2022) - [i25]Xiujun Shu, Wei Wen, Haoqian Wu, Keyu Chen, Yiran Song, Ruizhi Qiao, Bo Ren, Xiao Wang:
See Finer, See More: Implicit Modality Alignment for Text-based Person Retrieval. CoRR abs/2208.08608 (2022) - 2021
- [j46]Hui Tang, Tao Liu, Hao Liu, Jiyang Jiang, Jian Cheng, Haijun Niu, Shuyu Li, Henry Brodaty, Perminder S. Sachdev, Wei Wen:
A slower rate of sulcal widening in the brains of the nondemented oldest old. NeuroImage 229: 117740 (2021) - [j45]Jing Du, Forrest C. Koch, Aihua Xia, Jiyang Jiang, John Crawford, Ben C. P. Lam, Anbupalam Thalamuthu, Teresa Lee, Nicole A. Kochan, Chloe Fawns-Ritchie, Henry Brodaty, Qun Xu, Perminder S. Sachdev, Wei Wen:
Difference in distribution functions: A new diffusion weighted imaging metric for estimating white matter integrity. NeuroImage 240: 118381 (2021) - [j44]Maryam Gholami Doborjeh, Zohreh Gholami Doborjeh, Alexander Merkin, Helena Bahrami, Alexander Sumich, Rita Krishnamurthi, Oleg N. Medvedev, Mark Crook-Rumsey, Catherine Morgan, Ian J. Kirk, Perminder S. Sachdev, Henry Brodaty, Kristan Kang, Wei Wen, Valery Feigin, Nikola K. Kasabov:
Personalised predictive modelling with brain-inspired spiking neural networks of longitudinal MRI neuroimaging data and the case study of dementia. Neural Networks 144: 522-539 (2021) - [j43]Wei Wen, Song Shen, Lei Liu, Xin Ma, Ying Wei, Jikang Wang, Yi Xing, Wei Su:
Comparative Analysis of PM2.5 and O3 Source in Beijing Using a Chemical Transport Model. Remote. Sens. 13(17): 3457 (2021) - [j42]Jian Cheng, Ziyang Liu, Hao Guan, Zhenzhou Wu, Haogang Zhu, Jiyang Jiang, Wei Wen, Dacheng Tao, Tao Liu:
Brain Age Estimation From MRI Using Cascade Networks With Ranking Loss. IEEE Trans. Medical Imaging 40(12): 3400-3412 (2021) - [c60]Su Jun Wang, Yifan Ping, Gang Chen, Li Yang, Wei Wen, Changzhi Xu, Ying Zhao Shao:
Target detection of remote sensing images based on deep learning method and system. AISS 2021: 64:1-64:7 - [c59]Wei Wen, Zheng Wang, Zhihong Gu, Xiaoxia Xing:
Research on a new dynamic model of power system investment decision based on differential evolution algorithm. ICISCAE (IEEE) 2021: 410-414 - [c58]Wei Wen, Fei Xia, Lin Xia:
Real-time personnel counting of indoor area division based on improved YOLOV4-Tiny. IECON 2021: 1-6 - [c57]Qian Zhang, Bo Wang, Wei Wen, Hai Li, Junhui Liu:
Line Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization. WACV 2021: 3871-3880 - [i24]Jian Cheng, Ziyang Liu, Hao Guan, Zhenzhou Wu, Haogang Zhu, Jiyang Jiang, Wei Wen, Dacheng Tao, Tao Liu:
Brain Age Estimation From MRI Using Cascade Networks with Ranking Loss. CoRR abs/2106.03052 (2021) - [i23]Xiujun Shu, Yusheng Tao, Ruizhi Qiao, Bo Ke, Wei Wen, Bo Ren:
Head and Body: Unified Detector and Graph Network for Person Search in Media. CoRR abs/2111.13888 (2021) - 2020
- [j41]Weiqiang Liu, Linkai Luo, Hong Peng, Longmin Zhang, Wei Wen, Hao Wu, Wei Shao:
A three-stage method for batch-based incremental nonnegative matrix factorization. Neurocomputing 400: 150-160 (2020) - [j40]Jiyang Jiang, Tao Liu, John Crawford, Nicole A. Kochan, Henry Brodaty, Perminder S. Sachdev, Wei Wen:
Stronger bilateral functional connectivity of the frontoparietal control network in near-centenarians and centenarians without dementia. NeuroImage 215: 116855 (2020) - [j39]Xiang-Ping Liao, Wei Wen, Man-Sheng Rong, MaoFa Fang:
Effect of partial-collapse measurement on quantum entanglement in noninertial frames. Quantum Inf. Process. 19(3): 106 (2020) - [j38]Meng Yang, Wei Wen, Xing Wang, Linlin Shen, Guangwei Gao:
Adaptive Convolution Local and Global Learning for Class-Level Joint Representation of Facial Recognition With a Single Sample Per Data Subject. IEEE Trans. Inf. Forensics Secur. 15: 2469-2484 (2020) - [c56]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: 2899-2908 - [c55]Wei Wen, Hanxiao Liu, Yiran Chen, Hai Helen Li, Gabriel Bender, Pieter-Jan Kindermans:
Neural Predictor for Neural Architecture Search. ECCV (29) 2020: 660-676 - [c54]Huanrui Yang, Wei Wen, Hai Li:
DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures. ICLR 2020 - [c53]Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong:
TRP: Trained Rank Pruning for Efficient Deep Neural Networks. IJCAI 2020: 977-983 - [c52]Wei Wen, Feng Yan, Yiran Chen, Hai Li:
AutoGrow: Automatic Layer Growing in Deep Convolutional Networks. KDD 2020: 833-841 - [i22]Qian Zhang, Bo Wang, Wei Wen, Hai Li, Junhui Liu:
Line Art Correlation Matching Network for Automatic Animation Colorization. CoRR abs/2004.06718 (2020) - [i21]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. CoRR abs/2004.09031 (2020) - [i20]Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong:
TRP: Trained Rank Pruning for Efficient Deep Neural Networks. CoRR abs/2004.14566 (2020)
2010 – 2019
- 2019
- [b1]Wei Wen:
Efficient and Scalable Deep Learning. Duke University, Durham, NC, USA, 2019 - [j37]Chunxiao Wang, Min Ji, Jian Wang, Wei Wen, Ting Li, Yong Sun:
An Improved DBSCAN Method for LiDAR Data Segmentation with Automatic Eps Estimation. Sensors 19(1): 172 (2019) - [j36]Wei Wen, Ondrej Kajínek, Siamak Khatibi, Goce Chadzitaskos:
A Common Assessment Space for Different Sensor Structures. Sensors 19(3): 568 (2019) - [j35]Tingting Yu, Wei Wen, Xue Han, Jane Huffman Hayes:
ConPredictor: Concurrency Defect Prediction in Real-World Applications. IEEE Trans. Software Eng. 45(6): 558-575 (2019) - [c51]Xuyang Guo, Yuanjun Huang, Hsin-Pai Cheng, Bing Li, Wei Wen, Siyuan Ma, Hai Helen Li, Yiran Chen:
Exploration of Automatic Mixed-Precision Search for Deep Neural Networks. AICAS 2019: 276-278 - [c50]Nathan Inkawhich, Wei Wen, Hai (Helen) Li, Yiran Chen:
Feature Space Perturbations Yield More Transferable Adversarial Examples. CVPR 2019: 7066-7074 - [c49]Jingchi Zhang, Wei Wen, Michael Deisher, Hsin-Pai Cheng, Hai Helen Li, Yiran Chen:
Learning Efficient Sparse Structures in Speech Recognition. ICASSP 2019: 2717-2721 - [c48]Fan Chen, Wei Wen, Linghao Song, Jingchi Zhang, Hai Helen Li, Yiran Chen:
How to Obtain and Run Light and Efficient Deep Learning Networks. ICCAD 2019: 1-5 - [c47]Zhonghua Luo, Jiahui Yuan, Jie Yang, Wei Wen:
Spatial Constraint Multiple Granularity Attention Network For Clothesretrieval. ICIP 2019: 859-863 - [c46]Qing Yang, Wei Wen, Zuoguan Wang, Hai Li:
Joint Regularization on Activations and Weights for Efficient Neural Network Pruning. ICMLA 2019: 790-797 - [c45]Sangkug Lym, Armand Behroozi, Wei Wen, Ge Li, Yongkee Kwon, Mattan Erez:
Mini-batch Serialization: CNN Training with Inter-layer Data Reuse. SysML 2019 - [c44]Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Wenrui Dai, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong:
Trained Rank Pruning for Efficient Deep Neural Networks. EMC2@NeurIPS 2019: 14-17 - [c43]Sangkug Lym, Esha Choukse, Siavash Zangeneh, Wei Wen, Sujay Sanghavi, Mattan Erez:
PruneTrain: fast neural network training by dynamic sparse model reconfiguration. SC 2019: 36:1-36:13 - [i19]Sangkug Lym, Esha Choukse, Siavash Zangeneh, Wei Wen, Mattan Erez, Sujay Shanghavi:
PruneTrain: Gradual Structured Pruning from Scratch for Faster Neural Network Training. CoRR abs/1901.09290 (2019) - [i18]Wei Wen, Feng Yan, Hai Helen Li:
AutoGrow: Automatic Layer Growing in Deep Convolutional Networks. CoRR abs/1906.02909 (2019) - [i17]Qing Yang, Wei Wen, Zuoguan Wang, Hai Li:
Joint Pruning on Activations and Weights for Efficient Neural Networks. CoRR abs/1906.07875 (2019) - [i16]Huanrui Yang, Wei Wen, Hai Li:
DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures. CoRR abs/1908.09979 (2019) - [i15]Chunpeng Wu, Wei Wen, Yiran Chen, Hai Li:
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-quality Data for Training. CoRR abs/1909.11308 (2019) - [i14]Wei Wen, Hanxiao Liu, Hai Li, Yiran Chen, Gabriel Bender, Pieter-Jan Kindermans:
Neural Predictor for Neural Architecture Search. CoRR abs/1912.00848 (2019) - 2018
- [j34]Petar Jercic, Wei Wen, Johan Hagelbäck, Veronica Sundstedt:
The Effect of Emotions and Social Behavior on Performance in a Collaborative Serious Game Between Humans and Autonomous Robots. Int. J. Soc. Robotics 10(1): 115-129 (2018) - [j33]Yiran Chen, Hai (Helen) Li, Chunpeng Wu, Chang Song, Sicheng Li, Chuhan Min, Hsin-Pai Cheng, Wei Wen, Xiaoxiao Liu:
Neuromorphic computing's yesterday, today, and tomorrow - an evolutional view. Integr. 61: 49-61 (2018) - [j32]Xinke Shen, Tao Liu, Dacheng Tao, Yubo Fan, Jicong Zhang, Shuyu Li, Jiyang Jiang, Wanlin Zhu, Yilong Wang, Yongjun Wang, Henry Brodaty, Perminder S. Sachdev, Wei Wen:
Variation in longitudinal trajectories of cortical sulci in normal elderly. NeuroImage 166: 1-9 (2018) - [j31]Jiyang Jiang, Tao Liu, Wanlin Zhu, Rebecca Koncz, Hao Liu, Teresa Lee, Perminder S. Sachdev, Wei Wen:
UBO Detector - A cluster-based, fully automated pipeline for extracting white matter hyperintensities. NeuroImage 174: 539-549 (2018) - [j30]Wei Wen, Siamak Khatibi:
The Impact of Curviness on Four Different Image Sensor Forms and Structures. Sensors 18(2): 429 (2018) - [j29]Wei Wen, Siamak Khatibi:
Virtual Deformable Image Sensors: Towards to a General Framework for Image Sensors with Flexible Grids and Forms. Sensors 18(6): 1856 (2018) - [c42]Xiaoxiao Liu, Wei Wen, Xuehai Qian, Hai Li, Yiran Chen:
Neu-NoC: A high-efficient interconnection network for accelerated neuromorphic systems. ASP-DAC 2018: 141-146 - [c41]Bing Li, Wei Wen, Jiachen Mao, Sicheng Li, Yiran Chen, Hai Helen Li:
Running sparse and low-precision neural network: When algorithm meets hardware. ASP-DAC 2018: 534-539 - [c40]Wei Wen, Yuxiong He, Samyam Rajbhandari, Minjia Zhang, Wenhan Wang, Fang Liu, Bin Hu, Yiran Chen, Hai Li:
Learning Intrinsic Sparse Structures within Long Short-Term Memory. ICLR (Poster) 2018 - [c39]Wei Wen, Xing Wang, Linlin Shen, Meng Yang:
Adaptive convolution local and global learning for class-level joint representation of face recognition with single sample per person. ICPR 2018: 3537-3542 - [c38]Jiahui Yuan, Jie Yang, Zhonghua Luo, Wei Wen:
Attribute-and-Identity Correspondence Network for Clothes Search. VCIP 2018: 1-4 - [i13]Tingting Yu, Wei Wen, Xue Han, Jane Huffman Hayes:
ConPredictor: Concurrency Defect Prediction in Real-World Applications. CoRR abs/1804.03589 (2018) - [i12]Wei Wen, Yandan Wang, Feng Yan, Cong Xu, Yiran Chen, Hai Li:
SmoothOut: Smoothing Out Sharp Minima for Generalization in Large-Batch Deep Learning. CoRR abs/1805.07898 (2018) - [i11]Sangkug Lym, Armand Behroozi, Wei Wen, Ge Li, Yongkee Kwon, Mattan Erez:
Mini-batch Serialization: CNN Training with Inter-layer Data Reuse. CoRR abs/1810.00307 (2018) - [i10]Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong:
Trained Rank Pruning for Efficient Deep Neural Networks. CoRR abs/1812.02402 (2018) - 2017
- [j28]Alessio Alexiadis, Konstantinos Stamatopoulos, Wei Wen, Hannah K. Batchelor, Serafim Bakalis, Mostafa Barigou, M. J. H. Simmons:
Using discrete multi-physics for detailed exploration of hydrodynamics in an in vitro colon system. Comput. Biol. Medicine 81: 188-198 (2017) - [j27]Mostapha Ariane, Wei Wen, Daniele Vigolo, Alexander Brill, F. G. B. Nash, Mostafa Barigou, Alessio Alexiadis:
Modelling and simulation of flow and agglomeration in deep veins valves using discrete multi physics. Comput. Biol. Medicine 89: 96-103 (2017) - [j26]Wei Wen, Siamak Khatibi:
Estimation of Image Sensor Fill Factor Using a Single Arbitrary Image. Sensors 17(3): 620 (2017) - [c37]Meng Yang, Qiangchang Wang, Wei Wen, Zhihui Lai:
Multi-feature Joint Dictionary Learning for Face Recognition. ACPR 2017: 629-633 - [c36]Yandan Wang, Wei Wen, Linghao Song, Hai Helen Li:
Classification accuracy improvement for neuromorphic computing systems with one-level precision synapses. ASP-DAC 2017: 776-781 - [c35]Wei Wen, Tong Chen, Meng Yang:
The Android-Based Acquisition and CNN-Based Analysis for Gaze Estimation in Eye Tracking. CCBR 2017: 562-571 - [c34]Chunpeng Wu, Wei Wen, Tariq Afzal, Yongmei Zhang, Yiran Chen, Hai Li:
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation. CVPR 2017: 761-770 - [c33]Yandan Wang, Wei Wen, Beiye Liu, Donald M. Chiarulli, Hai (Helen) Li:
Group Scissor: Scaling Neuromorphic Computing Design to Large Neural Networks. DAC 2017: 85:1-85:6 - [c32]Hsin-Pai Cheng, Wei Wen, Chunpeng Wu, Sicheng Li, Hai Helen Li, Yiran Chen:
Understanding the design of IBM neurosynaptic system and its tradeoffs: A user perspective. DATE 2017: 139-144 - [c31]Sicheng Li, Wei Wen, Yu Wang, Song Han, Yiran Chen, Hai Li:
An FPGA Design Framework for CNN Sparsification and Acceleration. FCCM 2017: 28 - [c30]Jiachen Mao, Zhongda Yang, Wei Wen, Chunpeng Wu, Linghao Song, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen:
MeDNN: A distributed mobile system with enhanced partition and deployment for large-scale DNNs. ICCAD 2017: 751-756 - [c29]Wei Wen, Cong Xu, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li:
Coordinating Filters for Faster Deep Neural Networks. ICCV 2017: 658-666 - [c28]Jie Zhao, Wei Wen, Siamak Khatibi:
Image Quality Assessment of Enriched Tonal Levels Images. ICIG (3) 2017: 134-146 - [c27]Jongsoo Park, Sheng R. Li, Wei Wen, Ping Tak Peter Tang, Hai Li, Yiran Chen, Pradeep Dubey:
Faster CNNs with Direct Sparse Convolutions and Guided Pruning. ICLR (Poster) 2017 - [c26]Upul Senanayake, Arcot Sowmya, Laughlin Dawes, Nicole A. Kochan, Wei Wen, Perminder S. Sachdev:
Deep Learning Approach for Classification of Mild Cognitive Impairment Subtypes. ICPRAM 2017: 655-662 - [c25]Longteng Guo, Jing Liu, Yuhang Wang, Zhonghua Luo, Wei Wen, Hanqing Lu:
Sketch-based Image Retrieval using Generative Adversarial Networks. ACM Multimedia 2017: 1267-1268 - [c24]Wei Wen, Cong Xu, Feng Yan, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li:
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning. NIPS 2017: 1509-1519 - [c23]Chang Song, Beiye Liu, Wei Wen, Hai Li, Yiran Chen:
A quantization-aware regularized learning method in multilevel memristor-based neuromorphic computing system. NVMSA 2017: 1-6 - [i9]Yandan Wang, Wei Wen, Linghao Song, Hai (Helen) Li:
Classification Accuracy Improvement for Neuromorphic Computing Systems with One-level Precision Synapses. CoRR abs/1701.01791 (2017) - [i8]Yandan Wang, Wei Wen, Beiye Liu, Donald M. Chiarulli, Hai Helen Li:
Group Scissor: Scaling Neuromorphic Computing Design to Big Neural Networks. CoRR abs/1702.03443 (2017) - [i7]Chunpeng Wu, Wei Wen, Tariq Afzal, Yongmei Zhang, Yiran Chen, Hai Li:
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation. CoRR abs/1703.04071 (2017) - [i6]Wei Wen, Cong Xu, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li:
Coordinating Filters for Faster Deep Neural Networks. CoRR abs/1703.09746 (2017) - [i5]Wei Wen, Cong Xu, Feng Yan, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li:
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning. CoRR abs/1705.07878 (2017) - [i4]Wei Wen, Yuxiong He, Samyam Rajbhandari, Wenhan Wang, Fang Liu, Bin Hu, Yiran Chen, Hai Li:
Learning Intrinsic Sparse Structures within Long Short-term Memory. CoRR abs/1709.05027 (2017) - 2016
- [j25]Miao Hu, Yandan Wang, Wei Wen, Yu Wang, Hai Li:
Leveraging Stochastic Memristor Devices in Neuromorphic Hardware Systems. IEEE J. Emerg. Sel. Topics Circuits Syst. 6(2): 235-246 (2016) - [j24]Wei Wen, Siamak Khatibi:
Towards Measuring of Depth Perception from Monocular Shadow Technique with Application in a Classical Painting. J. Comput. 11(4): 310-319 (2016) - [c22]Chi-Ruo Wu, Wei Wen, Tsung-Yi Ho, Yiran Chen:
Thermal optimization for memristor-based hybrid neuromorphic computing systems. ASP-DAC 2016: 274-279 - [c21]Wei Wen, Chunpeng Wu, Yandan Wang, Kent W. Nixon, Qing Wu, Mark Barnell, Hai Li, Yiran Chen:
A new learning method for inference accuracy, core occupation, and performance co-optimization on TrueNorth chip. DAC 2016: 18:1-18:6 - [c20]Upul Senanayake, Arcot Sowmya, Laughlin Dawes, Nicole A. Kochan, Wei Wen, Perminder S. Sachdev:
Classification of Mild Cognitive Impairment Subtypes using Neuropsychological Data. ICPRAM 2016: 620-629 - [c19]Tingting Yu, Wei Wen, Xue Han, Jane Huffman Hayes:
Predicting Testability of Concurrent Programs. ICST 2016: 168-179 - [c18]Wei Wen, Tingting Yu, Jane Huffman Hayes:
CoLUA: Automatically Predicting Configuration Bug Reports and Extracting Configuration Options. ISSRE 2016: 150-161 - [c17]Hsin-Pai Cheng, Wei Wen, Chang Song, Beiye Liu, Hai Li, Yiran Chen:
Exploring the optimal learning technique for IBM TrueNorth platform to overcome quantization loss. NANOARCH 2016: 185-190 - [c16]Wei Wen, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li:
Learning Structured Sparsity in Deep Neural Networks. NIPS 2016: 2074-2082 - [i3]Wei Wen, Chunpeng Wu, Yandan Wang, Kent W. Nixon, Qing Wu, Mark Barnell, Hai Li, Yiran Chen:
A New Learning Method for Inference Accuracy, Core Occupation, and Performance Co-optimization on TrueNorth Chip. CoRR abs/1604.00697 (2016) - [i2]Jongsoo Park, Sheng R. Li, Wei Wen, Hai Li, Yiran Chen, Pradeep Dubey:
Holistic SparseCNN: Forging the Trident of Accuracy, Speed, and Size. CoRR abs/1608.01409 (2016) - [i1]Wei Wen, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li:
Learning Structured Sparsity in Deep Neural Networks. CoRR abs/1608.03665 (2016) - 2015
- [j23]Alistair Perry, Wei Wen, Anton R. Lord, Anbupalam Thalamuthu, Gloria M. P. Roberts, Philip B. Mitchell, Perminder S. Sachdev, Michael Breakspear:
The organisation of the elderly connectome. NeuroImage 114: 414-426 (2015) - [j22]Bo Chen, Hao Zhang, Xuefeng Zhang, Wei Wen, Hongwei Liu, Jun Liu:
Max-Margin Discriminant Projection via Data Augmentation. IEEE Trans. Knowl. Data Eng. 27(7): 1964-1976 (2015) - [c15]Wei Wen, Chi-Ruo Wu, Xiaofang Hu, Beiye Liu, Tsung-Yi Ho, Xin Li, Yiran Chen:
An EDA framework for large scale hybrid neuromorphic computing systems. DAC 2015: 12:1-12:6 - [c14]Beiye Liu, Wei Wen, Yiran Chen, Xin Li, Chi-Ruo Wu, Tsung-Yi Ho:
EDA Challenges for Memristor-Crossbar based Neuromorphic Computing. ACM Great Lakes Symposium on VLSI 2015: 185-188 - [c13]Yandan Wang, Wei Wen, Hai Li, Miao Hu:
A Novel True Random Number Generator Design Leveraging Emerging Memristor Technology. ACM Great Lakes Symposium on VLSI 2015: 271-276 - [c12]Wei Wen, Siamak Khatibi:
Novel Software-Based Method to Widen Dynamic Range of CCD Sensor Images. ICIG (2) 2015: 572-583 - [c11]Wei Wen, Siamak Khatibi:
A software method to extend tonal levels and widen tonal range of CCD sensor images. ICSPCS 2015: 1-6 - [c10]Beiye Liu, Xiaoxiao Liu, Chenchen Liu, Wei Wen, M. Meng, Hai Li, Yiran Chen:
Hardware acceleration for neuromorphic computing: An evolving view. NVMTS 2015: 1-4 - 2014
- [j21]Jiyang Jiang, Perminder S. Sachdev, Darren M. Lipnicki, Haobo Zhang, Tao Liu, Wanlin Zhu, Chao Suo, Lin Zhuang, John Crawford, Simone Reppermund, Julian N. Trollor, Henry Brodaty, Wei Wen:
A longitudinal study of brain atrophy over two years in community-dwelling older individuals. NeuroImage 86: 203-211 (2014) - [c9]Wei Liu, Yuxi Wang, Zhansen Yang, Hao Ma, Wei Wen:
A novel two stage LED driver compatible with electronic transformers for MR16 lamp. ISIE 2014: 380-385 - [p1]Johan Hagelbäck, Olle Hilborn, Petar Jercic, Stefan J. Johansson, Craig A. Lindley, Johan Svensson, Wei Wen:
Psychophysiological Interaction and Empathic Cognition for Human-Robot Cooperative Work (PsyIntEC). Technology Transfer Experiments from the ECHORD Project 2014: 283-299 - 2013
- [j20]Tao Liu, Perminder S. Sachdev, Darren M. Lipnicki, Jiyang Jiang, Yue Cui, Nicole A. Kochan, Simone Reppermund, Julian N. Trollor, Henry Brodaty, Wei Wen:
Longitudinal changes in sulcal morphology associated with late-life aging and MCI. NeuroImage 74: 337-342 (2013) - [j19]Tao Liu, Perminder S. Sachdev, Darren M. Lipnicki, Jiyang Jiang, Guangqiang Geng, Wanlin Zhu, Simone Reppermund, Dacheng Tao, Julian N. Trollor, Henry Brodaty, Wei Wen:
Limited relationships between two-year changes in sulcal morphology and other common neuroimaging indices in the elderly. NeuroImage 83: 12-17 (2013) - 2012
- [j18]Yue Cui, Wei Wen, Darren M. Lipnicki, Mirza Faisal Beg, Jesse S. Jin, Suhuai Luo, Wanlin Zhu, Nicole A. Kochan, Simone Reppermund, Lin Zhuang, Pradeep Reddy Raamana, Tao Liu, Julian N. Trollor, Lei Wang, Henry Brodaty, Perminder S. Sachdev:
Automated detection of amnestic mild cognitive impairment in community-dwelling elderly adults: A combined spatial atrophy and white matter alteration approach. NeuroImage 59(2): 1209-1217 (2012) - [j17]Yue Cui, Perminder S. Sachdev, Darren M. Lipnicki, Jesse S. Jin, Suhuai Luo, Wanlin Zhu, Nicole A. Kochan, Simone Reppermund, Tao Liu, Julian N. Trollor, Henry Brodaty, Wei Wen:
Predicting the development of mild cognitive impairment: A new use of pattern recognition. NeuroImage 60(2): 894-901 (2012) - [j16]Seyed Amir Hossein Batouli, Perminder S. Sachdev, Wei Wen, Margaret J. Wright, Chao Suo, David Ames, Julian N. Trollor:
The heritability of brain metabolites on proton magnetic resonance spectroscopy in older individuals. NeuroImage 62(1): 281-289 (2012) - [j15]Chao Suo, Irene León, Henry Brodaty, Julian N. Trollor, Wei Wen, Perminder S. Sachdev, Michael J. Valenzuela:
Supervisory experience at work is linked to low rate of hippocampal atrophy in late life. NeuroImage 63(3): 1542-1551 (2012) - 2011
- [j14]Prapti Gautam, Nicolas Cherbuin, Perminder S. Sachdev, Wei Wen, Kaarin Anstey:
Relationships between cognitive function and frontal grey matter volumes and thickness in middle aged and early old-aged adults: The PATH Through Life Study. NeuroImage 55(3): 845-855 (2011) - [j13]Ali R. Khan, Nicolas Cherbuin, Wei Wen, Kaarin Anstey, Perminder S. Sachdev, Mirza Faisal Beg:
Optimal weights for local multi-atlas fusion using supervised learning and dynamic information (SuperDyn): Validation on hippocampus segmentation. NeuroImage 56(1): 126-139 (2011) - [j12]Tao Liu, Wei Wen, Wanlin Zhu, Nicole A. Kochan, Julian N. Trollor, Simone Reppermund, Jesse S. Jin, Suhuai Luo, Henry Brodaty, Perminder S. Sachdev:
The relationship between cortical sulcal variability and cognitive performance in the elderly. NeuroImage 56(3): 865-873 (2011) - [c8]Wei Wen, Yequn Wang, Henyang Zhang:
Queuing System M/M/1/T with Priority Dropping Packets Mechanism Based on Living Time. WISM (1) 2011: 441-446 - 2010
- [j11]Yunyan Du, Wei Wen, Feng Cao, Min Ji:
A case-based reasoning approach for land use change prediction. Expert Syst. Appl. 37(8): 5745-5750 (2010) - [j10]Tao Liu, Wei Wen, Wanlin Zhu, Julian N. Trollor, Simone Reppermund, John Crawford, Jesse S. Jin, Suhuai Luo, Henry Brodaty, Perminder S. Sachdev:
The effects of age and sex on cortical sulci in the elderly. NeuroImage 51(1): 19-27 (2010) - [j9]Lin Zhuang, Wei Wen, Wanlin Zhu, Julian N. Trollor, Nicole A. Kochan, John Crawford, Simone Reppermund, Henry Brodaty, Perminder S. Sachdev:
White matter integrity in mild cognitive impairment: A tract-based spatial statistics study. NeuroImage 53(1): 16-25 (2010) - [c7]Jin Liu, Tuan D. Pham, Wei Wen, Perminder S. Sachdev:
Spatially constrained fuzzy hyper-prototype clustering with application to brain tissue segmentation. BIBM 2010: 397-400
2000 – 2009
- 2009
- [c6]Yunyan Du, Ce Li, Fenzhen Su, Wei Wen, Feng Cao:
Case-based Reasoning Approach in Geographical Data Mining: Experiement and Application. IGARSS (5) 2009: 244-247 - 2007
- [j8]Xiaohua Chen, Perminder S. Sachdev, Wei Wen, Kaarin J. Anstey:
Sex differences in regional gray matter in healthy individuals aged 44-48 years: A voxel-based morphometric study. NeuroImage 36(3): 691-699 (2007) - [c5]Wei Wen, Yun Liu, Hongtao Hu:
A fast arbitrary-ratio downscaling algorithm for video transcoding. SIP 2007: 247-251 - 2006
- [j7]Wei Wen, Perminder S. Sachdev, Xiaohua Chen, Kaarin Anstey:
Gray matter reduction is correlated with white matter hyperintensity volume: A voxel-based morphometric study in a large epidemiological sample. NeuroImage 29(4): 1031-1039 (2006) - 2004
- [j6]Wei Wen, Perminder S. Sachdev, Ron Shnier, Henry Brodaty:
Effect of white matter hyperintensities on cortical cerebral blood volume using perfusion MRI. NeuroImage 21(4): 1350-1356 (2004) - [j5]Wei Wen, Perminder S. Sachdev:
The topography of white matter hyperintensities on brain MRI in healthy 60- to 64-year-old individuals. NeuroImage 22(1): 144-154 (2004) - [j4]Wei Wen, Kam-Wah Siu, Yim-Shu Lee:
Design of a single-switch high-power-factor regulator with near-zero output current ripple. IEEE Trans. Ind. Electron. 51(3): 675-685 (2004) - [c4]Wei Wen, Zhiyun Xiao, Hua Han, Silong Peng:
An Edge-Based Adaptive Post-Processing Technique For Cosine Transform Coded Images. CCCT (2) 2004: 153-158 - [c3]Wei Wen, Zhiyun Xiao, Silong Peng:
Bayesian postprocessing algorithm for dwt-based compressed image. ICIP 2004: 1811-1814
1990 – 1999
- 1999
- [j3]Wei Wen, Aihua Xia:
Verifying edges for visual inspection purposes. Pattern Recognit. Lett. 20(3): 315-328 (1999) - 1994
- [c2]Wei Wen, Baozong Yuan:
Detection of Partial Ellipses Using Seperate Parameters Estimation Techniques. BMVC 1994: 1-10 - 1993
- [j2]Wei Wen, Andrei Lozzi:
Recognition and inspection of manufactured parts using line moments of their boundaries. Pattern Recognit. 26(10): 1461-1471 (1993) - 1992
- [j1]Wei Wen, Andrei Lozzi:
Recognition and inspection of two-dimensional industrial parts using subpolygons. Pattern Recognit. 25(12): 1427-1434 (1992) - [c1]Wei Wen, Andrei Lozzi:
Transformation independent recognition of 2-D industrial parts. ICPR (1) 1992: 680-683
Coauthor Index
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