Tiansheng Huang
Cited by
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An efficiency-boosting client selection scheme for federated learning with fairness guarantee
T Huang, W Lin, W Wu, L He, K Li, AY Zomaya
IEEE Transactions on Parallel and Distributed Systems 32 (7), 1552-1564, 2020
Stochastic client selection for federated learning with volatile clients
T Huang, W Lin, L Shen, K Li, AY Zomaya
IEEE Internet of Things Journal 9 (20), 20055-20070, 2022
An ant colony optimization-based multiobjective service replicas placement strategy for fog computing
T Huang, W Lin, C Xiong, R Pan, J Huang
IEEE Transactions on Cybernetics 51 (11), 5595-5608, 2020
Fedspeed: Larger local interval, less communication round, and higher generalization accuracy
Y Sun, L Shen, T Huang, L Ding, D Tao
ICLR 2023, 2023
Achieving personalized federated learning with sparse local models
T Huang, S Liu, L Shen, F He, W Lin, D Tao
arXiv preprint arXiv:2201.11380, 2022
Asynchronous online service placement and task offloading for mobile edge computing
X Li, X Zhang, T Huang
2021 18th Annual IEEE International Conference on Sensing, Communication …, 2021
Energy-efficient computation offloading for UAV-assisted MEC: A two-stage optimization scheme
W Lin, T Huang, X Li, F Shi, X Wang, CH Hsu
ACM Transactions on Internet Technology (TOIT) 22 (1), 1-23, 2021
Adaptive processor frequency adjustment for mobile-edge computing with intermittent energy supply
T Huang, W Lin, X Hong, X Wang, Q Wu, R Li, CH Hsu, AY Zomaya
IEEE Internet of Things Journal 9 (10), 7446-7462, 2021
Fusion of global and local knowledge for personalized federated learning
T Huang, L Shen, Y Sun, W Lin, D Tao
Transactions on Machine Learning Research, 2023
Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives
S Hu, T Huang, F İlhan, SF Tekin, L Liu
IEEE Trust, Privacy and Security 2023, 2023
Pok\'eLLMon: A Human-Parity Agent for Pok\'emon Battles with Large Language Models
S Hu, T Huang, L Liu
arXiv preprint arXiv:2402.01118, 2024
Vaccine: Perturbation-aware alignment for large language model
T Huang, S Hu, L Liu
arXiv preprint arXiv:2402.01109, 2024
Joint task offloading and service placement for mobile edge computing: An online two-timescale approach
X Li, X Zhang, T Huang
IEEE Transactions on Cloud Computing, 2023
Hierarchical deep neural network inference for device-edge-cloud systems
F Ilhan, SF Tekin, S Hu, T Huang, KH Chow, L Liu
Companion Proceedings of the ACM Web Conference 2023, 302-305, 2023
Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning
SF Tekin, F Ilhan, T Huang, S Hu, KH Chow, ML Loper, L Liu
arXiv preprint arXiv:2404.04434, 2024
A Survey on Large Language Model-Based Game Agents
S Hu, T Huang, F Ilhan, S Tekin, G Liu, R Kompella, L Liu
arXiv preprint arXiv:2404.02039, 2024
Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning
S Furkan Tekin, F Ilhan, T Huang, S Hu, KH Chow, ML Loper, L Liu
arXiv e-prints, arXiv: 2404.04434, 2024
Adaptive Deep Neural Network Inference Optimization with EENet
F Ilhan, KH Chow, S Hu, T Huang, S Tekin, W Wei, Y Wu, M Lee, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training
T Huang, S Hu, KH Chow, F Ilhan, S Tekin, L Liu
Neural Information Processing Systems 2023, 2023
FusionShot: Boosting Few Shot Learners with Focal-Diversity Optimized Ensemble Method
SF Tekin, F Ilhan, S Hu, T Huang, L Liu
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