Yitu Wang

According to our database, Yitu Wang authored at least 52 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Privacy-Preserving Resource Management for Distributed Collaborative Edge Caching Systems.

Qi Chen, Yitu Wang, Wei Wang, Takayuki Nakachi, Zhaoyang Zhang

IEEE Internet Things J., November, 2024

NDRec: A Near-Data Processing System for Training Large-Scale Recommendation Models.

Shiyu Li, Yitu Wang, Edward Hanson, Andrew Chang, Yang-Seok Ki, Hai Li, Yiran Chen

IEEE Trans. Computers, May, 2024

Network Traffic Anomaly Detection: A Revisiting to Gaussian Process and Sparse Representation.

Yitu Wang, Takayuki Nakachi

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., January, 2024

A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models.

Cong Guo, Feng Cheng, Zhixu Du, James Kiessling, Jonathan Ku, Shiyu Li, Ziru Li, Mingyuan Ma, Tergel Molom-Ochir, Benjamin Morris, Haoxuan Shan, Jingwei Sun, Yitu Wang, Chiyue Wei, Xueying Wu, Yuhao Wu, Hao Frank Yang, Jingyang Zhang, Junyao Zhang, Qilin Zheng, Guanglei Zhou, Hai Li, Yiran Chen

CoRR, 2024

FedProphet: Memory-Efficient Federated Adversarial Training via Theoretic-Robustness and Low-Inconsistency Cascade Learning.

Minxue Tang, Yitu Wang, Jingyang Zhang, Louis DiValentin, Aolin Ding, Amin Hass, Yiran Chen, Hai (Helen) Li

CoRR, 2024

Adaptive Modulation and Coding for URLLC Retransmission.

Yuze Jin, Wei Wang, Ziwei Zheng, Yitu Wang, Zhaoyang Zhang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Hybrid Digital/Analog Memristor-based Computing Architecture for Sparse Deep Learning Acceleration.

Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai (Helen) Li

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing.

Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai Li, Yiran Chen

Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

Improving the Efficiency of In-Memory-Computing Macro with a Hybrid Analog-Digital Computing Mode for Lossless Neural Network Inference.

Qilin Zheng, Ziru Li, Jonathan Ku, Yitu Wang, Brady Taylor, Deliang Fan, Yiran Chen

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model.

Hanqiu Chen, Yitu Wang, Luis Vitório Cargnini, Mohammadreza Soltaniyeh, Dongyang Li, Gongjin Sun, Pradeep Subedi, Andrew Chang, Yiran Chen, Cong Hao

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

EMS-i: An Efficient Memory System Design with Specialized Caching Mechanism for Recommendation Inference.

Yitu Wang, Shiyu Li, Qilin Zheng, Andrew Chang, Hai Li, Yiran Chen

ACM Trans. Embed. Comput. Syst., October, 2023

Stochastic Resource Allocation and Delay Analysis for Mobile Edge Computing Systems.

Yitu Wang, Wei Wang, Vincent K. N. Lau, Takayuki Nakachi, Zhaoyang Zhang

IEEE Trans. Commun., July, 2023

Pattern Discovery and Multi-Slot-Ahead Forecast of Network Traffic: A Revisiting to Gaussian Process.

Yitu Wang, Takayuki Nakachi, Wei Wang

IEEE Trans. Netw. Serv. Manag., June, 2023

In-Storage Acceleration of Graph-Traversal-Based Approximate Nearest Neighbor Search.

Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai (Helen) Li, Yiran Chen

CoRR, 2023

A Light-weight Online Learning Framework for Network Traffic Abnormality Detection.

Yitu Wang, Runqi Dong, Takayuki Nakachi, Wei Wang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Si-Kintsugi: Towards Recovering Golden-Like Performance of Defective Many-Core Spatial Architectures for AI.

Edward Hanson, Shiyu Li, Guanglei Zhou, Feng Cheng, Yitu Wang, Rohan Bose, Hai Li, Yiran Chen

Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

Privacy-preserving Gaussian Process Latent Variable Model for Dimensional Reduction.

Takayuki Nakachi, Yitu Wang

Proceedings of the 22nd International Symposium on Communications and Information Technologies, 2023

Accelerating Sparse Attention with a Reconfigurable Non-volatile Processing-In-Memory Architecture.

Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai Helen Li

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

QoE-driven Link Quality Prediction for Video Streaming in Mobile Networks.

Yitu Wang, Riichi Kudo, Yuya Aoki, Yoshifumi Morihiro, Kahoko Takahashi, Hisashi Nagata

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Access Control for Privacy-Preserving Gaussian Process Regression.

Takayuki Nakachi, Yitu Wang

Proceedings of the IEEE International Conference on Acoustics, 2022

FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning.

Minxue Tang, Xuefei Ning, Yitu Wang, Jingwei Sun, Yu Wang, Hai Helen Li, Yiran Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

NP-Hardness Boundary of Virtual Network Embedding With Node Location Constraints.

Toru Mano, Takeru Inoue, Yitu Wang

IEEE Netw. Lett., 2021

FedGP: Correlation-Based Active Client Selection for Heterogeneous Federated Learning.

Minxue Tang, Xuefei Ning, Yitu Wang, Yu Wang, Yiran Chen

CoRR, 2021

Rerec: In-ReRAM Acceleration with Access-Aware Mapping for Personalized Recommendation.

Yitu Wang, Zhenhua Zhu, Fan Chen, Mingyuan Ma, Guohao Dai, Yu Wang, Hai Li, Yiran Chen

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Correlation Discovery and Channel Prediction in Mobile Networks: A Revisiting to Gaussian Process.

Yitu Wang, Takayuki Nakachi, Takeru Inoue, Toru Mano, Riichi Kudo

Proceedings of the IEEE Global Communications Conference, 2021

Adaptive Multi-slot-ahead Prediction of Network Traffic with Gaussian Process.

Yitu Wang, Takayuki Nakachi, Takeru Inoue, Toru Mano

Proceedings of the IEEE Global Communications Conference, 2021

Secure Computation of Gaussian Process Regression for Data Analysis.

Takayuki Nakachi, Yitu Wang

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Prediction of Network Traffic Through Light-Weight Machine Learning.

Yitu Wang, Takayuki Nakachi

IEEE Open J. Commun. Soc., 2020

A Privacy-Preserving Learning Framework for Face Recognition in Edge and Cloud Networks.

Yitu Wang, Takayuki Nakachi

IEEE Access, 2020

Light-weight Machine Learning for mmWave Vehicular Communications.

Yitu Wang, Takayuki Nakachi

Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

The Learning and Prediction of Network Traffic: A Revisiting to Sparse Representation.

Yitu Wang, Takayuki Nakachi

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Secure Face Recognition in Edge and Cloud Networks: From the Ensemble Learning Perspective.

Yitu Wang, Takayuki Nakachi

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Privacy-Preserving Pattern Recognition Using Encrypted Sparse Representations in L0 Norm Minimization.

Takayuki Nakachi, Yitu Wang, Hitoshi Kiya

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

ReBoc: Accelerating Block-Circulant Neural Networks in ReRAM.

Yitu Wang, Fan Chen, Linghao Song, Chuanjin Richard Shi, Hai Helen Li, Yiran Chen

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019

Closed-Form Delay-Optimal Computation Offloading in Mobile Edge Computing Systems.

Xianling Meng, Wei Wang, Yitu Wang, Vincent K. N. Lau, Zhaoyang Zhang

IEEE Trans. Wirel. Commun., 2019

Load scheduling for distributed edge computing: A communication-computation tradeoff.

Minghui Zhao, Wei Wang, Yitu Wang, Zhaoyang Zhang

Peer-to-Peer Netw. Appl., 2019

Delay-Optimal Joint Processing in Computation-Constrained Fog Radio Access Networks.

Chao Han, Panyouwen Zhang, Wei Wang, Yitu Wang, Zhaoyang Zhang

IEEE Access, 2019

Exploring Bit-Slice Sparsity in Deep Neural Networks for Efficient ReRAM-Based Deployment.

Jingyang Zhang, Huanrui Yang, Fan Chen, Yitu Wang, Hai Li

Proceedings of the Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing, 2019

Edge and Cloud-aided Secure Sparse Representation for Face Recognition.

Yitu Wang, Takayuki Nakachi, Hiroyuki Ishihara

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Heterogeneous Spectrum Aggregation: Coexistence From a Queue Stability Perspective.

Yitu Wang, Wei Wang, Vincent K. N. Lau, Lin Chen, Zhaoyang Zhang

IEEE Trans. Wirel. Commun., 2018

Distributed Packet Forwarding and Caching Based on Stochastic Network Utility Maximization.

Yitu Wang, Wei Wang, Ying Cui, Kang G. Shin, Zhaoyang Zhang

IEEE/ACM Trans. Netw., 2018

Relay Selection for Multi-Channel Cooperative Multicast: Lexicographic Max-Min Optimization.

Yitu Wang, Wei Wang, Lin Chen, Pan Zhou, Zhaoyang Zhang

IEEE Trans. Commun., 2018

Communication-Efficient Computation Load Scheduling for Edge Computing Systems.

Minghui Zhao, Wei Wang, Yitu Wang, Zhaoyang Zhang

Proceedings of the 10th International Conference on Wireless Communications and Signal Processing, 2018

Computational Resource Constrained Multi-Cell Joint Processing in Fog Radio Access Networks.

Chao Han, Wei Wang, Panyouwen Zhang, Yitu Wang, Zhaoyang Zhang

Proceedings of the 10th International Conference on Wireless Communications and Signal Processing, 2018

On the Cooperation for Content Caching from a Coalitional Game Perspective.

Xuying Zhou, Wei Wang, Yitu Wang, Zhaoyang Zhang

Proceedings of the IEEE Global Communications Conference, 2018

Delay-Optimal Computation Offloading for Computation-Constrained Mobile Edge Networks.

Xianling Meng, Wei Wang, Yitu Wang, Vincent K. N. Lau, Zhaoyang Zhang

Proceedings of the IEEE Global Communications Conference, 2018

2017

Energy Efficient Scheduling for Delay-Constrained Spectrum Aggregation: A Differentiated Water-Filling Approach.

Yitu Wang, Wei Wang, Lin Chen, Pan Zhou, Zhaoyang Zhang

IEEE Trans. Green Commun. Netw., 2017

Moderate Incentive Design for Delay-Constrained Device-to-Device Relaying.

Xuying Zhou, Wei Wang, Yitu Wang, Lin Chen, Zhaoyang Zhang

Mob. Networks Appl., 2017

Lexicographic Relay Selection and Channel Allocation for Multichannel Cooperative Multicast.

Yitu Wang, Wei Wang, Lin Chen, Zhaoyang Zhang

Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Computational resource constrained multi-cell joint processing in cloud radio access networks.

Chao Han, Wei Wang, Yitu Wang, Zhaoyang Zhang

Proceedings of the IEEE International Conference on Communications, 2017

Content Caching Clustering Based on Piecewise Interest Similarity.

Qi Chen, Wei Wang, Yitu Wang, Pan Zhou, Zhaoyang Zhang

Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016

Energy Efficient Scheduling for Delay-Constrained Spectrum Aggregation.

Yitu Wang, Wei Wang, Lin Chen, Zhaoyang Zhang

Proceedings of the 2016 IEEE Global Communications Conference, 2016