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Publication search results
found 73 matches
- 2024
- Hassan A. Shafei, Hongchang Gao, Chiu C. Tan:
Measuring privacy policy compliance in the Alexa ecosystem: In-depth analysis. Comput. Secur. 144: 103963 (2024) - Hongchang Chen, Ruiyang Gao, Lili Fan, Erxuan Liu, Wenbo Li, Ruichen Tan, Ying Li, Lei He, Dongpu Cao:
Scenario-Function System for Automotive Intelligent Cockpits: Framework, Research Progress and Perspectives. IEEE Trans. Intell. Veh. 9(5): 4890-4904 (2024) - Junjie Chen, Jiahao Li, Chen Song, Bin Li, Qingcai Chen, Hongchang Gao, Wendy Hui Wang, Zenglin Xu, Xinghua Shi:
Discriminative Forests Improve Generative Diversity for Generative Adversarial Networks. AAAI 2024: 11338-11345 - Hongchang Gao:
Decentralized Multi-Level Compositional Optimization Algorithms with Level-Independent Convergence Rate. AISTATS 2024: 4402-4410 - Taeuk Jang, Hongchang Gao, Pengyi Shi, Xiaoqian Wang:
Achieving Fairness through Separability: A Unified Framework for Fair Representation Learning. AISTATS 2024: 28-36 - Hongchang Gao:
A Doubly Recursive Stochastic Compositional Gradient Descent Method for Federated Multi-Level Compositional Optimization. ICML 2024 - Xinwen Zhang, Ali Payani, Myungjin Lee, Richard Souvenir, Hongchang Gao:
A Federated Stochastic Multi-level Compositional Minimax Algorithm for Deep AUC Maximization. ICML 2024 - Hongchang Gao, Yubin Duan, Yihan Zhang, Jie Wu:
Decentralized Stochastic Compositional Gradient Descent for AUPRC Maximization. SDM 2024: 226-234 - Peiyu Liang, Hongchang Gao, Xubin He:
AMOSL: Adaptive Modality-wise Structure Learning in Multi-view Graph Neural Networks For Enhanced Unified Representation. CoRR abs/2406.02348 (2024) - 2023
- Yahu Gao, Yu Tang, Hongchang Wang, Zixiang Zhao, Guanghui Wang, Yinghao Song:
Wide zero-voltage switching range full-bridge converter based on adjustable parallel current. Int. J. Circuit Theory Appl. 51(9): 4242-4256 (2023) - Hongchang Gao, My T. Thai, Jie Wu:
When Decentralized Optimization Meets Federated Learning. IEEE Netw. 37(5): 233-239 (2023) - Wenzhao Zhang, Yuxuan Zhang, Hongchang Fan, Yi Gao, Wei Dong:
A Low-code Development Framework for Cloud-native Edge Systems. ACM Trans. Internet Techn. 23(1): 15:1-15:22 (2023) - Hongchang Gao:
Distributed Stochastic Nested Optimization for Emerging Machine Learning Models: Algorithm and Theory. AAAI 2023: 15437 - Hongchang Gao, Bin Gu, My T. Thai:
On the Convergence of Distributed Stochastic Bilevel Optimization Algorithms over a Network. AISTATS 2023: 9238-9281 - Dong Lu, Zhiqiang Wang, Teng Wang, Weili Guan, Hongchang Gao, Feng Zheng:
Set-level Guidance Attack: Boosting Adversarial Transferability of Vision-Language Pre-training Models. ICCV 2023: 102-111 - Jiyao Liu, Xinliang Wei, Xuanzhang Liu, Hongchang Gao, Yu Wang:
Group-based Hierarchical Federated Learning: Convergence, Group Formation, and Sampling. ICPP 2023: 264-273 - Yihan Zhang, Meikang Qiu, Hongchang Gao:
Communication-Efficient Stochastic Gradient Descent Ascent with Momentum Algorithms. IJCAI 2023: 4602-4610 - Hongchang Gao, Xinwen Zhang:
Distributed Optimization for Big Data Analytics: Beyond Minimization. KDD 2023: 5800-5801 - Xinwen Zhang, Yihan Zhang, Tianbao Yang, Richard Souvenir, Hongchang Gao:
Federated Compositional Deep AUC Maximization. NeurIPS 2023 - Xinwen Zhang, Yihan Zhang, Tianbao Yang, Richard Souvenir, Hongchang Gao:
Federated Compositional Deep AUC Maximization. CoRR abs/2304.10101 (2023) - Yihan Zhang, Wenhao Jiang, Feng Zheng, Chiu C. Tan, Xinghua Shi, Hongchang Gao:
Can Decentralized Stochastic Minimax Optimization Algorithms Converge Linearly for Finite-Sum Nonconvex-Nonconcave Problems? CoRR abs/2304.11788 (2023) - Hongchang Gao, My T. Thai, Jie Wu:
When Decentralized Optimization Meets Federated Learning. CoRR abs/2306.02570 (2023) - Hongchang Gao:
Stochastic Multi-Level Compositional Optimization Algorithms over Networks with Level-Independent Convergence Rate. CoRR abs/2306.03322 (2023) - Hongchang Gao:
Achieving Linear Speedup in Decentralized Stochastic Compositional Minimax Optimization. CoRR abs/2307.13430 (2023) - Dong Lu, Zhiqiang Wang, Teng Wang, Weili Guan, Hongchang Gao, Feng Zheng:
Set-level Guidance Attack: Boosting Adversarial Transferability of Vision-Language Pre-training Models. CoRR abs/2307.14061 (2023) - Yihan Zhang, My T. Thai, Jie Wu, Hongchang Gao:
On the Communication Complexity of Decentralized Bilevel Optimization. CoRR abs/2311.11342 (2023) - 2022
- Yuyang Li, Bolin Fu, Xidong Sun, Donglin Fan, Yeqiao Wang, Hongchang He, Ertao Gao, Wen He, Yuefeng Yao:
Comparison of Different Transfer Learning Methods for Classification of Mangrove Communities Using MCCUNet and UAV Multispectral Images. Remote. Sens. 14(21): 5533 (2022) - Chengxuan Wang, Yanfang Fan, Weipeng Gao, Kangping Wang, Hongchang Li:
PDM-Based Feedforward Power Compensation for FMPSK Communication in WPT Systems. IEEE Trans. Circuits Syst. II Express Briefs 69(4): 2241-2245 (2022) - Wenkang Zhan, Gang Wu, Hongchang Gao:
Efficient Decentralized Stochastic Gradient Descent Method for Nonconvex Finite-Sum Optimization Problems. AAAI 2022: 9006-9013 - Hongchang Gao, Junyi Li, Heng Huang:
On the Convergence of Local Stochastic Compositional Gradient Descent with Momentum. ICML 2022: 7017-7035
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