Yitu Wang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 49

Top Topics

Face Recognition

Network Traffic

Abnormality Detection

Gaussian Process

Top Venues

Publications

Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai Li, Yiran Chen
NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing. ISCA (2024)
Yitu Wang, Takayuki Nakachi
Network Traffic Anomaly Detection: A Revisiting to Gaussian Process and Sparse Representation. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 107 (1) (2024)
Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai (Helen) Li
Hybrid Digital/Analog Memristor-based Computing Architecture for Sparse Deep Learning Acceleration. ISCAS (2024)
Shiyu Li, Yitu Wang, Edward Hanson, Andrew Chang, Yang-Seok Ki, Hai Li, Yiran Chen
NDRec: A Near-Data Processing System for Training Large-Scale Recommendation Models. IEEE Trans. Computers 73 (5) (2024)
Yuze Jin, Wei Wang, Ziwei Zheng, Yitu Wang, Zhaoyang Zhang
Adaptive Modulation and Coding for URLLC Retransmission. WCNC (2024)
Yitu Wang, Shiyu Li, Qilin Zheng, Andrew Chang, Hai Li, Yiran Chen
EMS-i: An Efficient Memory System Design with Specialized Caching Mechanism for Recommendation Inference. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Yitu Wang, Wei Wang, Vincent K. N. Lau, Takayuki Nakachi, Zhaoyang Zhang
Stochastic Resource Allocation and Delay Analysis for Mobile Edge Computing Systems. IEEE Trans. Commun. 71 (7) (2023)
Takayuki Nakachi, Yitu Wang
Privacy-preserving Gaussian Process Latent Variable Model for Dimensional Reduction. ISCIT (2023)
Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai Helen Li
Accelerating Sparse Attention with a Reconfigurable Non-volatile Processing-In-Memory Architecture. DAC (2023)
Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai (Helen) Li, Yiran Chen
In-Storage Acceleration of Graph-Traversal-Based Approximate Nearest Neighbor Search. CoRR (2023)
Yitu Wang, Takayuki Nakachi, Wei Wang
Pattern Discovery and Multi-Slot-Ahead Forecast of Network Traffic: A Revisiting to Gaussian Process. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Edward Hanson, Shiyu Li, Guanglei Zhou, Feng Cheng, Yitu Wang, Rohan Bose, Hai Li, Yiran Chen
Si-Kintsugi: Towards Recovering Golden-Like Performance of Defective Many-Core Spatial Architectures for AI. MICRO (2023)
Yitu Wang, Runqi Dong, Takayuki Nakachi, Wei Wang
A Light-weight Online Learning Framework for Network Traffic Abnormality Detection. WCNC (2023)
Yitu Wang, Riichi Kudo, Yuya Aoki, Yoshifumi Morihiro, Kahoko Takahashi, Hisashi Nagata
QoE-driven Link Quality Prediction for Video Streaming in Mobile Networks. VTC Spring (2022)
Minxue Tang, Xuefei Ning, Yitu Wang, Jingwei Sun, Yu Wang, Hai Helen Li, Yiran Chen
FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning. CVPR (2022)
Takayuki Nakachi, Yitu Wang
Access Control for Privacy-Preserving Gaussian Process Regression. ICASSP (2022)
Toru Mano, Takeru Inoue, Yitu Wang
NP-Hardness Boundary of Virtual Network Embedding With Node Location Constraints. IEEE Netw. Lett. 3 (4) (2021)
Minxue Tang, Xuefei Ning, Yitu Wang, Yu Wang, Yiran Chen
FedGP: Correlation-Based Active Client Selection for Heterogeneous Federated Learning. CoRR (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)
Yitu Wang, Takayuki Nakachi, Takeru Inoue, Toru Mano
Adaptive Multi-slot-ahead Prediction of Network Traffic with Gaussian Process. GLOBECOM (2021)
Yitu Wang, Takayuki Nakachi, Takeru Inoue, Toru Mano, Riichi Kudo
Correlation Discovery and Channel Prediction in Mobile Networks: A Revisiting to Gaussian Process. GLOBECOM (2021)
Takayuki Nakachi, Yitu Wang
Secure Computation of Gaussian Process Regression for Data Analysis. EUSIPCO (2021)
Takayuki Nakachi, Yitu Wang, Hitoshi Kiya
Privacy-Preserving Pattern Recognition Using Encrypted Sparse Representations in L0 Norm Minimization. ICASSP (2020)
Yitu Wang, Takayuki Nakachi
A Privacy-Preserving Learning Framework for Face Recognition in Edge and Cloud Networks. IEEE Access 8 (2020)
Yitu Wang, Takayuki Nakachi
Secure Face Recognition in Edge and Cloud Networks: From the Ensemble Learning Perspective. ICASSP (2020)
Yitu Wang, Takayuki Nakachi
Light-weight Machine Learning for mmWave Vehicular Communications. VTC Fall (2020)
Yitu Wang, Takayuki Nakachi
Prediction of Network Traffic Through Light-Weight Machine Learning. IEEE Open J. Commun. Soc. 1 (2020)
Yitu Wang, Fan Chen, Linghao Song, C.-J. Richard Shi, Hai Helen Li, Yiran Chen
ReBoc: Accelerating Block-Circulant Neural Networks in ReRAM. DATE (2020)
Yitu Wang, Takayuki Nakachi
The Learning and Prediction of Network Traffic: A Revisiting to Sparse Representation. ICC (2020)
Jingyang Zhang, Huanrui Yang, Fan Chen, Yitu Wang, Hai Li
Exploring Bit-Slice Sparsity in Deep Neural Networks for Efficient ReRAM-Based Deployment. EMC2@NeurIPS (2019)
Chao Han, Panyouwen Zhang, Wei Wang, Yitu Wang, Zhaoyang Zhang
Delay-Optimal Joint Processing in Computation-Constrained Fog Radio Access Networks. IEEE Access 7 (2019)
Xianling Meng, Wei Wang, Yitu Wang, Vincent K. N. Lau, Zhaoyang Zhang
Closed-Form Delay-Optimal Computation Offloading in Mobile Edge Computing Systems. CoRR (2019)
Jingyang Zhang, Huanrui Yang, Fan Chen, Yitu Wang, Hai Li
Exploring Bit-Slice Sparsity in Deep Neural Networks for Efficient ReRAM-Based Deployment. CoRR (2019)
Xianling Meng, Wei Wang, Yitu Wang, Vincent K. N. Lau, Zhaoyang Zhang
Closed-Form Delay-Optimal Computation Offloading in Mobile Edge Computing Systems. IEEE Trans. Wirel. Commun. 18 (10) (2019)
Minghui Zhao, Wei Wang, Yitu Wang, Zhaoyang Zhang
Load scheduling for distributed edge computing: A communication-computation tradeoff. Peer-to-Peer Netw. Appl. 12 (5) (2019)
Yitu Wang, Takayuki Nakachi, Hiroyuki Ishihara
Edge and Cloud-aided Secure Sparse Representation for Face Recognition. EUSIPCO (2019)
Chao Han, Wei Wang, Panyouwen Zhang, Yitu Wang, Zhaoyang Zhang
Computational Resource Constrained Multi-Cell Joint Processing in Fog Radio Access Networks. WCSP (2018)
Minghui Zhao, Wei Wang, Yitu Wang, Zhaoyang Zhang
Communication-Efficient Computation Load Scheduling for Edge Computing Systems. WCSP (2018)
Yitu Wang, Wei Wang, Lin Chen, Pan Zhou, Zhaoyang Zhang
Relay Selection for Multi-Channel Cooperative Multicast: Lexicographic Max-Min Optimization. IEEE Trans. Commun. 66 (3) (2018)
Xuying Zhou, Wei Wang, Yitu Wang, Zhaoyang Zhang
On the Cooperation for Content Caching from a Coalitional Game Perspective. GLOBECOM (2018)
Yitu Wang, Wei Wang, Ying Cui, Kang G. Shin, Zhaoyang Zhang
Distributed Packet Forwarding and Caching Based on Stochastic Network Utility Maximization. IEEE/ACM Trans. Netw. 26 (3) (2018)
Xianling Meng, Wei Wang, Yitu Wang, Vincent K. N. Lau, Zhaoyang Zhang
Delay-Optimal Computation Offloading for Computation-Constrained Mobile Edge Networks. GLOBECOM (2018)
Yitu Wang, Wei Wang, Vincent K. N. Lau, Lin Chen, Zhaoyang Zhang
Heterogeneous Spectrum Aggregation: Coexistence From a Queue Stability Perspective. IEEE Trans. Wirel. Commun. 17 (4) (2018)
Xuying Zhou, Wei Wang, Yitu Wang, Lin Chen, Zhaoyang Zhang
Moderate Incentive Design for Delay-Constrained Device-to-Device Relaying. Mob. Networks Appl. 22 (3) (2017)
Qi Chen, Wei Wang, Yitu Wang, Pan Zhou, Zhaoyang Zhang
Content Caching Clustering Based on Piecewise Interest Similarity. GLOBECOM (2017)
Yitu Wang, Wei Wang, Lin Chen, Pan Zhou, Zhaoyang Zhang
Energy Efficient Scheduling for Delay-Constrained Spectrum Aggregation: A Differentiated Water-Filling Approach. IEEE Trans. Green Commun. Netw. 1 (4) (2017)
Chao Han, Wei Wang, Yitu Wang, Zhaoyang Zhang
Computational resource constrained multi-cell joint processing in cloud radio access networks. ICC (2017)
Yitu Wang, Wei Wang, Lin Chen, Zhaoyang Zhang
Lexicographic Relay Selection and Channel Allocation for Multichannel Cooperative Multicast. WCNC (2017)
Yitu Wang, Wei Wang, Lin Chen, Zhaoyang Zhang
Energy Efficient Scheduling for Delay-Constrained Spectrum Aggregation. GLOBECOM (2016)