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DeepTM: Efficient Tensor Management in Heterogeneous Memory for DNN Training
Journal article
Zhou, Haoran, Rang, Wei, Chen, Hongyang, Zhou, Xiaobo, Cheng, Dazhao. DeepTM: Efficient Tensor Management in Heterogeneous Memory for DNN Training[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(11), 1920-1935.
Authors:
Zhou, Haoran
;
Rang, Wei
;
Chen, Hongyang
;
Zhou, Xiaobo
;
Cheng, Dazhao
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
IF:
5.6
/
4.5
|
Submit date:2024/08/05
Deep Neural Network Training
Heterogeneous Memory
Memory Management
Performance Optimization
Multi-Access Edge Computing Empowered Integrated Hybrid Sensing and Communication: A Computation-Efficient Design
Conference paper
Dou Chenglong, Huang Xumin, Wu Yuan, Qian Liping, Quek Tony Q.S.. Multi-Access Edge Computing Empowered Integrated Hybrid Sensing and Communication: A Computation-Efficient Design[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 471-476.
Authors:
Dou Chenglong
;
Huang Xumin
;
Wu Yuan
;
Qian Liping
;
Quek Tony Q.S.
Favorite
|
TC[Scopus]:
0
|
Submit date:2024/07/20
Performance Evaluation
Wireless Communication
Wireless Sensor Networks
Multi-access Edge Computing
Array Signal Processing
Simulation
Large Language Models
Signal Processing Algorithms
Integrated Sensing And Communication
Optimization
Multi-access Edge Computing
Hybrid Active And Passive Sensing
Filling the Missing: Exploring Generative AI for Enhanced Federated Learning over Heterogeneous Mobile Edge Devices
Journal article
Li Peichun, Zhang Hanwen, Wu Yuan, Qian Liping, Yu Rong, Niyato Dusit, Shen Xuemin. Filling the Missing: Exploring Generative AI for Enhanced Federated Learning over Heterogeneous Mobile Edge Devices[J]. IEEE Transactions on Mobile Computing, 2024, 23(10), 10001 - 10015.
Authors:
Li Peichun
;
Zhang Hanwen
;
Wu Yuan
;
Qian Liping
;
Yu Rong
; et al.
Favorite
|
TC[WOS]:
3
TC[Scopus]:
9
IF:
7.7
/
6.5
|
Submit date:2024/05/16
Convergence
Data Compensation
Data Models
Energy Consumption
Federated Learning
Generative Ai
Generative Ai
Optimization
Performance Evaluation
Resource Management
Training
Robust Max-Min Fairness Transmission Design for IRS-Aided Wireless Network Considering User Location Uncertainty
Journal article
Ji,Taotao, Hua,Meng, Li,Chunguo, Huang,Yongming, Yang,Luxi. Robust Max-Min Fairness Transmission Design for IRS-Aided Wireless Network Considering User Location Uncertainty[J]. IEEE Transactions on Communications, 2023, 71(8), 4678 - 4693.
Authors:
Ji,Taotao
;
Hua,Meng
;
Li,Chunguo
;
Huang,Yongming
;
Yang,Luxi
Favorite
|
TC[WOS]:
4
TC[Scopus]:
7
IF:
7.2
/
6.3
|
Submit date:2023/08/03
Deployment Orientation Design
Intelligent Reflecting Surface (Irs)
Interference
Location Uncertainty
Max-min Fairness
Minimax Techniques
Optimization
Robust Design
Signal To Noise Ratio
System Performance
Uncertainty
Wireless Networks
On the Mathematical Modeling and Optimization for the Energy Efficiency Performance of CSMA-NOMA Random Access Networks with Channel Inversion
Journal article
Cao, Shengbin, Hou, Fen. On the Mathematical Modeling and Optimization for the Energy Efficiency Performance of CSMA-NOMA Random Access Networks with Channel Inversion[J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 22(4), 2867-2884.
Authors:
Cao, Shengbin
;
Hou, Fen
Favorite
|
TC[WOS]:
1
TC[Scopus]:
4
|
Submit date:2022/12/31
Non-orthogonal Multiple Access (Noma)
Decoding
Mathematical Models
Wireless Communication
Optimization
Power Control
Multiaccess Communication
Energy Efficiency
Csma
Ca
Difference Of Convex Programming (Dcp)
Random Access
Performance Analysis
Complementary Geometric Programming (Cgp)
Ubiquitous Control Over Heterogeneous Vehicles: A Digital Twin Empowered Edge AI Approach
Journal article
Fan Bo, Su Zixun, Chen Yanyan, Wu Yuan, Xu Chengzhong, Quek Tony Q.S.. Ubiquitous Control Over Heterogeneous Vehicles: A Digital Twin Empowered Edge AI Approach[J]. IEEE Wireless Communications Magazine, 2022, 30(1), 166 - 173.
Authors:
Fan Bo
;
Su Zixun
;
Chen Yanyan
;
Wu Yuan
;
Xu Chengzhong
; et al.
Favorite
|
TC[WOS]:
20
TC[Scopus]:
25
IF:
10.9
/
11.1
|
Submit date:2022/08/19
Artificial Intelligence
Vehicle-to-everything
Road Traffic
Automation
Traffic Control
Sensors
Safety
Risk Management
Reinforcement Learning
Performance Analysis
Optimization
Autonomous Driving
Joint Transceiver Optimization for IRS-Aided MIMO Communications
Journal article
Zhao, Xin, Xu, Kaizhe, Ma, Shaodan, Gong, Shiqi, Yang, Guanghua, Xing, Chengwen. Joint Transceiver Optimization for IRS-Aided MIMO Communications[J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 70(5), 3467 - 3482.
Authors:
Zhao, Xin
;
Xu, Kaizhe
;
Ma, Shaodan
;
Gong, Shiqi
;
Yang, Guanghua
; et al.
Favorite
|
TC[WOS]:
21
TC[Scopus]:
24
IF:
7.2
/
6.3
|
Submit date:2022/05/17
Intelligent Reflecting Surface
General Performance Metrics
Eigenvalue Decomposition
Matrix-monotonic Optimization
Mse Matrix
Multi-user Mimo System
Performance optimization of autonomous driving control under end‑to‑end deadlines
Journal article
Yunhao Bai, Li Li, Zejiang Wang, Xiaorui Wang, Junmin Wang. Performance optimization of autonomous driving control under end‑to‑end deadlines[J]. REAL-TIME SYSTEMS, 2022, 58(4), 509 - 547.
Authors:
Yunhao Bai
;
Li Li
;
Zejiang Wang
;
Xiaorui Wang
;
Junmin Wang
Favorite
|
TC[WOS]:
1
TC[Scopus]:
2
IF:
1.4
/
1.5
|
Submit date:2022/08/30
Autonomous Driving
Feedback Scheduling
End-to-end Tasks
Performance Optimization
On the Maximum Energy Efficiency of Random Access-based OMA and NOMA in Multi-rate Environment
Journal article
Cao, Shengbin, Hou, Fen. On the Maximum Energy Efficiency of Random Access-based OMA and NOMA in Multi-rate Environment[J]. IEEE Transactions on Wireless Communications, 2022, 21(12), 10438-10454.
Authors:
Cao, Shengbin
;
Hou, Fen
Favorite
|
TC[WOS]:
5
TC[Scopus]:
5
IF:
8.9
/
8.6
|
Submit date:2022/08/05
Random Access
Non-orthogonal Multiple Access (Noma)
Energy Efficiency
Performance Analysis
Performance Optimization
Complementary Geometric Programming (Cgp)
Recent design and development of piezoelectric-actuated compliant microgrippers: A review
Journal article
Lyu, Zekui, Xu, Qingsong. Recent design and development of piezoelectric-actuated compliant microgrippers: A review[J]. Sensors and Actuators A: Physical, 2021, 331, 113002.
Authors:
Lyu, Zekui
;
Xu, Qingsong
Favorite
|
TC[WOS]:
50
TC[Scopus]:
60
IF:
4.1
/
4.0
|
Submit date:2021/12/08
Compliant Mechanism
Gripper Classification
Gripper Performance
Micro Robotics
Microgripper
Optimization And Modeling