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2020 – today
- 2024
[j19]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): 125-133 (2024)- [j18]Qi Chen
, Yitu Wang, Wei Wang, Takayuki Nakachi, Zhaoyang Zhang:
Privacy-Preserving Resource Management for Distributed Collaborative Edge Caching Systems. IEEE Internet Things J. 11(21): 34296-34311 (2024) - [j17]Yitu Wang, Qi Chen, Wei Wang, Takayuki Nakachi, Guangchen Zhang, Juinjei Liou:
Content-Caching-Oriented Popularity Forecast and User Clustering. IEEE Internet Things J. 11(23): 38425-38440 (2024) - [j16]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): 1248-1261 (2024) - [j15]Yuze Jin, Wei Wang, Yitu Wang, Rui Yin, Ziwei Zheng, Zhaoyang Zhang:
Retransmission Aware Adaptive Modulation and Coding Toward Deterministic Delay Performance. IEEE Trans. Wirel. Commun. 23(11): 17683-17697 (2024) - [c32]Hanqiu Chen, Yitu Wang, Luis Vitório Cargnini, Mohammadreza Soltaniyeh, Dongyang Li, Gongjin Sun, Pradeep Subedi, Andrew Chang, Yiran Chen, Cong Hao:
ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model. DAC 2024: 106:1-106:6 - [c31]Qilin Zheng, Ziru Li, Jonathan Ku, Yitu Wang, Brady Taylor, Deliang Fan, Yiran Chen:
Improving the Efficiency of In-Memory-Computing Macro with a Hybrid Analog-Digital Computing Mode for Lossless Neural Network Inference. DAC 2024: 313:1-313:6 - [c30]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: 368-381 - [c29]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: 1-5 - [c28]Yuze Jin, Wei Wang, Ziwei Zheng, Yitu Wang, Zhaoyang Zhang:
Adaptive Modulation and Coding for URLLC Retransmission. WCNC 2024: 1-6 - [c27]Yankai Zhang, Wei Wang, Xinglin Yang, Yitu Wang, Wenkai Zhang, Zhaoyang Zhang:
Channel-Aware Rotating Priority Queue Scheduling with Delay Deadline over Wireless Links. WCSP 2024: 566-571 - [i7]Hanqiu Chen, Yitu Wang, Luis Vitório Cargnini, Mohammadreza Soltaniyeh, Dongyang Li, Gongjin Sun, Pradeep Subedi, Andrew Chang, Yiran Chen, Cong Hao:
ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model. CoRR abs/2408.05614 (2024) - [i6]Minxue Tang, Yitu Wang, Jingyang Zhang, Louis DiValentin, Aolin Ding, Amin Hass, Yiran Chen, Hai (Helen) Li:
FedProphet: Memory-Efficient Federated Adversarial Training via Theoretic-Robustness and Low-Inconsistency Cascade Learning. CoRR abs/2409.08372 (2024) - [i5]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:
A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models. CoRR abs/2410.07265 (2024) - 2023
- [j14]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): 4018-4033 (2023) - [j13]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): 100:1-100:22 (2023) - [j12]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): 1691-1706 (2023) - [c26]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: 1-6 - [c25]Takayuki Nakachi, Yitu Wang:
Privacy-preserving Gaussian Process Latent Variable Model for Dimensional Reduction. ISCIT 2023: 1-6 - [c24]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: 972-985 - [c23]Yitu Wang, Runqi Dong, Takayuki Nakachi, Wei Wang:
A Light-weight Online Learning Framework for Network Traffic Abnormality Detection. WCNC 2023: 1-6 - [i4]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 abs/2312.03141 (2023) - 2022
- [c22]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: 10092-10101 - [c21]Takayuki Nakachi, Yitu Wang:
Access Control for Privacy-Preserving Gaussian Process Regression. ICASSP 2022: 4158-4162 - [c20]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: 1-5 - 2021
- [j11]Toru Mano, Takeru Inoue, Yitu Wang:
NP-Hardness Boundary of Virtual Network Embedding With Node Location Constraints. IEEE Netw. Lett. 3(4): 186-190 (2021) - [c19]Takayuki Nakachi, Yitu Wang:
Secure Computation of Gaussian Process Regression for Data Analysis. EUSIPCO 2021: 1441-1445 - [c18]Yitu Wang, Takayuki Nakachi, Takeru Inoue, Toru Mano:
Adaptive Multi-slot-ahead Prediction of Network Traffic with Gaussian Process. GLOBECOM 2021: 1-6 - [c17]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: 1-6 - [c16]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: 1-9 - [i3]Minxue Tang, Xuefei Ning, Yitu Wang, Yu Wang, Yiran Chen:
FedGP: Correlation-Based Active Client Selection for Heterogeneous Federated Learning. CoRR abs/2103.13822 (2021) - 2020
- [j10]Yitu Wang, Takayuki Nakachi:
A Privacy-Preserving Learning Framework for Face Recognition in Edge and Cloud Networks. IEEE Access 8: 136056-136070 (2020) - [j9]Yitu Wang, Takayuki Nakachi:
Prediction of Network Traffic Through Light-Weight Machine Learning. IEEE Open J. Commun. Soc. 1: 1919-1933 (2020) - [c15]Yitu Wang, Fan Chen, Linghao Song, Chuanjin Richard Shi, Hai Helen Li, Yiran Chen:
ReBoc: Accelerating Block-Circulant Neural Networks in ReRAM. DATE 2020: 1472-1477 - [c14]Yitu Wang, Takayuki Nakachi:
Secure Face Recognition in Edge and Cloud Networks: From the Ensemble Learning Perspective. ICASSP 2020: 2393-2397 - [c13]Takayuki Nakachi, Yitu Wang, Hitoshi Kiya:
Privacy-Preserving Pattern Recognition Using Encrypted Sparse Representations in L0 Norm Minimization. ICASSP 2020: 2697-2701 - [c12]Yitu Wang, Takayuki Nakachi:
The Learning and Prediction of Network Traffic: A Revisiting to Sparse Representation. ICC 2020: 1-6 - [c11]Yitu Wang, Takayuki Nakachi:
Light-weight Machine Learning for mmWave Vehicular Communications. VTC Fall 2020: 1-5
2010 – 2019
- 2019
- [j8]Chao Han, Panyouwen Zhang, Wei Wang, Yitu Wang, Zhaoyang Zhang:
Delay-Optimal Joint Processing in Computation-Constrained Fog Radio Access Networks. IEEE Access 7: 58857-58865 (2019) - [j7]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): 1418-1432 (2019) - [j6]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): 4653-4667 (2019) - [c10]Yitu Wang, Takayuki Nakachi, Hiroyuki Ishihara:
Edge and Cloud-aided Secure Sparse Representation for Face Recognition. EUSIPCO 2019: 1-5 - [c9]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: 1-5 - [i2]Xianling Meng, Wei Wang, Yitu Wang, Vincent K. N. Lau, Zhaoyang Zhang:
Closed-Form Delay-Optimal Computation Offloading in Mobile Edge Computing Systems. CoRR abs/1906.09762 (2019) - [i1]Jingyang Zhang, Huanrui Yang, Fan Chen, Yitu Wang, Hai Li:
Exploring Bit-Slice Sparsity in Deep Neural Networks for Efficient ReRAM-Based Deployment. CoRR abs/1909.08496 (2019) - 2018
- [j5]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): 959-971 (2018) - [j4]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): 1264-1277 (2018) - [j3]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): 2471-2485 (2018) - [c8]Xianling Meng, Wei Wang, Yitu Wang, Vincent K. N. Lau, Zhaoyang Zhang:
Delay-Optimal Computation Offloading for Computation-Constrained Mobile Edge Networks. GLOBECOM 2018: 1-7 - [c7]Xuying Zhou, Wei Wang, Yitu Wang, Zhaoyang Zhang:
On the Cooperation for Content Caching from a Coalitional Game Perspective. GLOBECOM 2018: 1-6 - [c6]Chao Han, Wei Wang, Panyouwen Zhang, Yitu Wang, Zhaoyang Zhang:
Computational Resource Constrained Multi-Cell Joint Processing in Fog Radio Access Networks. WCSP 2018: 1-6 - [c5]Minghui Zhao, Wei Wang, Yitu Wang, Zhaoyang Zhang:
Communication-Efficient Computation Load Scheduling for Edge Computing Systems. WCSP 2018: 1-6 - 2017
- [j2]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): 577-588 (2017) - [j1]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): 395-408 (2017) - [c4]Qi Chen, Wei Wang, Yitu Wang, Pan Zhou, Zhaoyang Zhang:
Content Caching Clustering Based on Piecewise Interest Similarity. GLOBECOM 2017: 1-6 - [c3]Chao Han, Wei Wang, Yitu Wang, Zhaoyang Zhang:
Computational resource constrained multi-cell joint processing in cloud radio access networks. ICC 2017: 1-6 - [c2]Yitu Wang, Wei Wang, Lin Chen, Zhaoyang Zhang:
Lexicographic Relay Selection and Channel Allocation for Multichannel Cooperative Multicast. WCNC 2017: 1-6 - 2016
- [c1]Yitu Wang, Wei Wang, Lin Chen, Zhaoyang Zhang:
Energy Efficient Scheduling for Delay-Constrained Spectrum Aggregation. GLOBECOM 2016: 1-6
Coauthor Index
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