Weihong Xu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 55

Top Topics

Belief Propagation

Top Venues

Wirel. Pers. Commun.

Publications

Lingxi Wu, Minxuan Zhou, Weihong Xu, Ashish Venkat, Tajana Rosing, Kevin Skadron
-mer Counting with Storage Technology. ACM Trans. Archit. Code Optim. 21 (1) (2024)
Weihong Xu, Jaeyoung Kang, Tajana Rosing
AttBind: Memory-Efficient Acceleration for Long-Range Attention Using Vector-Derived Symbolic Binding. DATE (2024)
Jaeyoung Kang, You Hak Lee, Minxuan Zhou, Weihong Xu, Tajana Rosing
HygHD: Hyperdimensional Hypergraph Learning. DATE (2024)
Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing
SpecHD: Hyperdimensional Computing Framework for FPGA-Based Mass Spectrometry Clustering. DATE (2024)
Derek Jones, Jonathan E. Allen, Xiaohua Zhang, Behnam Khaleghi, Jaeyoung Kang, Weihong Xu, Niema Moshiri, Tajana Simunic Rosing
HD-Bind: Encoding of Molecular Structure with Low Precision, Hyperdimensional Binary Representations. CoRR (2023)
Po-Kai Hsu, Weihong Xu, Tajana Rosing, Shimeng Yu
An In-Storage Processing Architecture with 3D NAND Heterogeneous Integration for Spectra Open Modification Search. MEMSYS (2023)
Weihong Xu, Jaeyoung Kang, Tajana Rosing
FSL-HD: Accelerating Few-Shot Learning on ReRAM using Hyperdimensional Computing. DATE (2023)
Weihong Xu, Junwei Chen, Po-Kai Hsu, Jaeyoung Kang, Minxuan Zhou, Sumukh Pinge, Shimeng Yu, Tajana Rosing
Proxima: Near-storage Acceleration for Graph-based Approximate Nearest Neighbor Search in 3D NAND. CoRR (2023)
Minxuan Zhou, Yujin Nam, Pranav Gangwar, Weihong Xu, Arpan Dutta, Kartikeyan Subramanyam, Chris Wilkerson, Rosario Cammarota, Saransh Gupta, Tajana Rosing
FHEmem: A Processing In-Memory Accelerator for Fully Homomorphic Encryption. CoRR (2023)
Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing
SpecHD: Hyperdimensional Computing Framework for FPGA-based Mass Spectrometry Clustering. CoRR (2023)
Weihong Xu, Viji Swaminathan, Sumukh Pinge, Sean Fuhrman, Tajana Rosing
HyperMetric: Robust Hyperdimensional Computing on Error-prone Memories using Metric Learning. ICCD (2023)
Weihong Xu, Saransh Gupta, Niema Moshiri, Tajana Simunic Rosing
RAPIDx: High-Performance ReRAM Processing In-Memory Accelerator for Sequence Alignment. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (10) (2023)
Zhenchun Duan, Weihong Xu, Yuantao Chen, Lin Ding
ETBRec: a novel recommendation algorithm combining the double influence of trust relationship and expert users. Appl. Intell. 52 (1) (2022)
Weihong Xu, Saransh Gupta, Niema Moshiri, Tajana Rosing
RAPIDx: High-performance ReRAM Processing in-Memory Accelerator for Sequence Alignment. CoRR (2022)
Minxuan Zhou, Weihong Xu, Jaeyoung Kang, Tajana Rosing
TransPIM: A Memory-based Acceleration via Software-Hardware Co-Design for Transformer. HPCA (2022)
Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Tajana Rosing
Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing. PACT (2022)
Arpan Dutta, Saransh Gupta, Behnam Khaleghi, Rishikanth Chandrasekaran, Weihong Xu, Tajana Rosing
HDnn-PIM: Efficient in Memory Design of Hyperdimensional Computing with Feature Extraction. ACM Great Lakes Symposium on VLSI (2022)
Jaeyoung Kang, Minxuan Zhou, Abhinav Bhansali, Weihong Xu, Anthony Thomas, Tajana Rosing
RelHD: A Graph-based Learning on FeFET with Hyperdimensional Computing. ICCD (2022)
Huizheng Wang, Weihong Xu, Zaichen Zhang, Xiaohu You, Chuan Zhang
An Efficient Stochastic Convolution Architecture Based on Fast FIR Algorithm. IEEE Trans. Circuits Syst. II Express Briefs 69 (3) (2022)
Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Tajana Rosing
Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing. CoRR (2022)
Xiaoting Hu, Yanhua Li, Weihong Xu, Yourong Chai
Effect of Nano Potassium Fertilizer on Cucumber Amino Acid Component, Volatile Metabolite Components and GLN Family Genes Expression. Wirel. Pers. Commun. 124 (1) (2022)
Weihong Xu, Jaeyoung Kang, Tajana Rosing
A near-storage framework for boosted data preprocessing of mass spectrum clustering. DAC (2022)
Xiaofan Yu, Weihong Xu, Ludmila Cherkasova, Tajana Simunic Rosing
Automating Reliable and Fault-Tolerant Design of LoRa-based IoT Networks. CNSM (2021)
Weihong Xu, Xiaohua Xie, Jianhuang Lai
RelightGAN: Instance-level Generative Adversarial Network for Face Illumination Transfer. IEEE Trans. Image Process. 30 (2021)
Minxuan Zhou, Yunhui Guo, Weihong Xu, Bin Li, Kevin W. Eliceiri, Tajana Rosing
MAT: Processing In-Memory Acceleration for Long-Sequence Attention. DAC (2021)
Qiu Peng, Weihong Xu
Crop Nutrition and Computer Vision Technology. Wirel. Pers. Commun. 117 (2) (2021)
Wenjia Wu, Weihong Xu, Zhouguo Chen, Ming Yang
Energy-efficient Link Scheduling in Time-variant Dual-Hop 60GHz Wireless Networks. Concurr. Comput. Pract. Exp. 32 (23) (2020)
Xiaosi Tan, Weihong Xu, Kai Sun, Yunhao Xu, Yair Be'ery, Xiaohu You, Chuan Zhang
Improving Massive MIMO Message Passing Detectors With Deep Neural Network. IEEE Trans. Veh. Technol. 69 (2) (2020)
Xiaosi Tan, Weihong Xu, Yaping Zhang, Zaichen Zhang, Xiaohu You, Chuan Zhang
Efficient Expectation Propagation Massive MIMO Detector With Neumann-Series Approximation. IEEE Trans. Circuits Syst. II Express Briefs (10) (2020)
Lin Ding, Weihong Xu, Yuantao Chen
Density Peaks Clustering by Zero-Pointed Samples of Regional Group Borders. Comput. Intell. Neurosci. 2020 (2020)
Deyu Feng, Chaoran Huang, Weihong Xu, Yuli Qin, Yanhua Li, Tao Li, Mei Yang, Zhangmi He
Difference of Cadmium Bioaccumulation and Transportation in Two Ryegrass Varieties and the Correlation between Plant Cadmium Concentration and Soil Cadmium Chemical Forms. Wirel. Pers. Commun. 110 (1) (2020)
Weihong Xu, Xiaosi Tan, Yair Be'ery, Yeong-Luh Ueng, Yongming Huang, Xiaohu You, Chuan Zhang
Deep Learning-Aided Belief Propagation Decoder for Polar Codes. IEEE J. Emerg. Sel. Topics Circuits Syst. 10 (2) (2020)
Weihong Xu, Zaichen Zhang, Xiaohu You, Chuan Zhang
Reconfigurable and Low-Complexity Accelerator for Convolutional and Generative Networks Over Finite Fields. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (12) (2020)
Deyu Feng, Weihong Xu, Zhangmi He, Wanyi Zhao, Mei Yang
Advances in plant nutrition diagnosis based on remote sensing and computer application. Neural Comput. Appl. 32 (22) (2020)
Lin Ding, Weihong Xu, Yuantao Chen
Improved Density Peaks Clustering Based on Natural Neighbor Expanded Group. Complex. 2020 (2020)
Yuantao Chen, Jie Xiong, Weihong Xu, Jingwen Zuo
A novel online incremental and decremental learning algorithm based on variable support vector machine. Clust. Comput. 22 (Supplement) (2019)
Weihong Xu, Wenjia Wu, Yingnan Yang, Ming Yang
Energy-Efficient Link Scheduling with Load Constraints in Dual-Hop 60GHz Wireless Networks. CBD (2019)
Yuqing Ren, Weihong Xu, Zaichen Zhang, Xiaohu You, Chuan Zhang
Efficient Belief Propagation List Decoding of Polar Codes. ASICON (2019)
Yuantao Chen, Weihong Xu, Jingwen Zuo, Kai Yang
The fire recognition algorithm using dynamic feature fusion and IV-SVM classifier. Clust. Comput. 22 (Supplement) (2019)
Weihong Xu, Xiaosi Tan, Yuxin Lin, Xiaohu You, Chuan Zhang, Yair Be'ery
On the Efficient Design of Neural Networks in Communication Systems. ACSSC (2019)
Wenyong Gong, Weihong Xu, Leqin Wu, Xiaohua Xie, Zhanglin Cheng
Intrinsic Image Sequence Decomposition Using Low-Rank Sparse Model. IEEE Access 7 (2019)
Weihong Xu, Zaichen Zhang, Xiaohu You, Chuan Zhang
Efficient Deep Convolutional Neural Networks Accelerator without Multiplication and Retraining. ICASSP (2018)
Weihong Xu, Zhiwei Zhong, Yair Be'ery, Xiaohu You, Chuan Zhang
Joint Neural Network Equalizer and Decoder. ISWCS (2018)
Weihong Xu, Xiaohu You, Chuan Zhang, Yair Be'ery
Polar Decoding on Sparse Graphs with Deep Learning. CoRR (2018)
Chao Yang, Weihong Xu, Zaichen Zhang, Xiaohu You, Chuan Zhang
A Channel-Blind Detection for SCMA Based on Image Processing Techniques. ISCAS (2018)
Tao Wu, Yonghao Zhao, Lifeng Liu, Huaxiong Li, Weihong Xu, Chunlin Chen
A novel hierarchical regression approach for human facial age estimation based on deep forest. ICNSC (2018)
Zhiping Lin, Wenting Zeng, Weihong Xu, Yuliang Tang
GLCV: A Routing Scheme Based on Geographic Link Connectivity Management for Urban Vehicular Environments. WICON (2018)
Weihong Xu, Xiaohu You, Chuan Zhang, Yair Be'ery
Polar Decoding on Sparse Graphs with Deep Learning. ACSSC (2018)
Xiaosi Tan, Weihong Xu, Yair Be'ery, Zaichen Zhang, Xiaohu You, Chuan Zhang
Improving Massive MIMO Belief Propagation Detector with Deep Neural Network. CoRR (2018)
Weihong Xu, Zhiwei Zhong, Yair Be'ery, Xiaohu You, Chuan Zhang
Joint Neural Network Equalizer and Decoder. CoRR (2018)
Chuan Zhang, Weihong Xu
Neural networks: Efficient implementations and applications. ASICON (2017)
Weihong Xu, Zhizhen Wu, Yeong-Luh Ueng, Xiaohu You, Chuan Zhang
Improved polar decoder based on deep learning. SiPS (2017)
Weihong Xu, Xiaohu You, Chuan Zhang
Using Fermat number transform to accelerate convolutional neural network. ASICON (2017)
Weihong Xu, Zhongfeng Wang, Xiaohu You, Chuan Zhang
Efficient fast convolution architectures for convolutional neural network. ASICON (2017)
Fang Chen, Weihong Xu, Chuanzhi Bai, Xiumei Gao
A novel approach to guarantee good robustness of fuzzy reasoning. Appl. Soft Comput. 41 (2016)
Fangjun Kuang, Siyang Zhang, Zhong Jin, Weihong Xu
A novel SVM by combining kernel principal component analysis and improved chaotic particle swarm optimization for intrusion detection. Soft Comput. 19 (5) (2015)
Fangjun Kuang, Weihong Xu, Siyang Zhang
A novel hybrid KPCA and SVM with GA model for intrusion detection. Appl. Soft Comput. 18 (2014)
Fangjun Kuang, Zhong Jin, Weihong Xu, Siyang Zhang
A novel chaotic artificial bee colony algorithm based on Tent map. IEEE Congress on Evolutionary Computation (2014)
Jing Wang, Xiaoman Zhang, Weihong Xu, Liang Chen, Xingjiu Huang, Jinhuai Liu
Effect of Facets of a- Fe2O3 Nanostructures on Gas-Sensing Performance. GreenCom/iThings/CPScom (2013)
Weihong Xu, Li-Feng Ge
Fabrication of Prototypal Nanomechanical Resonator Based on a Single Copper Nanowire. GreenCom/iThings/CPScom (2013)
Yuantao Chen, Weihong Xu, Fangjun Kuang, Shangbing Gao
The Study of Randomized Visual Saliency Detection Algorithm. Comput. Math. Methods Medicine 2013 (2013)
Yuantao Chen, Weihong Xu, Fangjun Kuang, Shangbing Gao
The Research and Application of Visual Saliency and Adaptive Support Vector Machine in Target Tracking Field. Comput. Math. Methods Medicine 2013 (2013)
Junhee Seok, Weihong Xu, Hong Gao, Ronald W. Davis, Wenzhong Xiao
JETTA: junction and exon toolkits for transcriptome analysis. Bioinform. 28 (9) (2012)
David Hiller, Hui Jiang, Weihong Xu, Wing Hung Wong
Identifiability of isoform deconvolution from junction arrays and RNA-Seq. Bioinform. 25 (23) (2009)
Shuiling Zeng, Weihong Xu, Jingyu Yang
Research on Properties of Max-Product Fuzzy Associative Memory Networks. ISDA (2) (2008)