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Publication search results
found 186 matches
- 2024
- Xiaoxi Zhang, Jinhang Zuo, Zhe Huang, Zhi Zhou, Xu Chen, Carlee Joe-Wong:
Learning With Side Information: Elastic Multi-Resource Control for the Open RAN. IEEE J. Sel. Areas Commun. 42(2): 295-309 (2024) - Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen:
DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning With Static and Streaming Datasets. IEEE Trans. Mob. Comput. 23(7): 7664-7679 (2024) - Marie Siew, Shikhar Sharma, Kun Guo, Desmond W. H. Cai, Wanli Wen, Carlee Joe-Wong, Tony Q. S. Quek:
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework. IEEE Trans. Serv. Comput. 17(1): 82-97 (2024) - Jingdi Chen, Tian Lan, Carlee Joe-Wong:
RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning. AAAI 2024: 17327-17336 - Haoran Zhang, Zekai Li, Zejun Gong, Marie Siew, Carlee Joe-Wong, Rachid El Azouzi:
Poster: Optimal Variance-Reduced Client Sampling for Multiple Models Federated Learning. ICDCS 2024: 1446-1447 - Taejin Kim, Jinhang Zuo, Xiaoxi Zhang, Carlee Joe-Wong:
Edge-MSL: Split Learning on the Mobile Edge via Multi-Armed Bandits. INFOCOM 2024: 391-400 - Yuanyuan Li, Lili Su, Carlee Joe-Wong, Edmund Yeh, Stratis Ioannidis:
Distributed Experimental Design Networks. INFOCOM 2024: 2368-2377 - Yen-Cheng Chang, Jesse R. Codling, Yiwen Dong, Jiale Zhang, Jeffrey D. Shulkin, Hugo Latapie, Carlee Joe-Wong, Hae Young Noh, Pei Zhang:
Poster Abstract: Listen and Then Sense: Vibration-based Sports Crowd Monitoring by Pre-training with Public Audio Datasets. IPSN 2024: 285-286 - Shanshan Han, Baturalp Buyukates, Zijian Hu, Han Jin, Weizhao Jin, Lichao Sun, Xiaoyang Wang, Wenxuan Wu, Chulin Xie, Yuhang Yao, Kai Zhang, Qifan Zhang, Yuhui Zhang, Carlee Joe-Wong, Salman Avestimehr, Chaoyang He:
FedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs. KDD 2024: 5070-5081 - Tomas Fernandez, Yen-Cheng Chang, Jesse R. Codling, Yiwen Dong, Jiale Zhang, Carlee Joe-Wong, Hae Young Noh, Pei Zhang:
Poster: Drive-by City Wide Trash Sensing for Neighborhood Sanitation Need. MobiSys 2024: 704-705 - Jong-Ik Park, Carlee Joe-Wong:
Federated Learning with Flexible Architectures. ECML/PKDD (2) 2024: 143-161 - Yuanyuan Li, Lili Su, Carlee Joe-Wong, Edmund Yeh, Stratis Ioannidis:
Distributed Experimental Design Networks. CoRR abs/2401.04996 (2024) - Hanqing Yang, Marie Siew, Carlee Joe-Wong:
An LLM-Based Digital Twin for Optimizing Human-in-the Loop Systems. CoRR abs/2403.16809 (2024) - Yi Hu, Jinhang Zuo, Alanis Zhao, Bob Iannucci, Carlee Joe-Wong:
CoRAST: Towards Foundation Model-Powered Correlated Data Analysis in Resource-Constrained CPS and IoT. CoRR abs/2403.18451 (2024) - Ming Xiang, Stratis Ioannidis, Edmund Yeh, Carlee Joe-Wong, Lili Su:
Empowering Federated Learning with Implicit Gossiping: Mitigating Connection Unreliability Amidst Unknown and Arbitrary Dynamics. CoRR abs/2404.10091 (2024) - Xuechen Zhang, Zijian Huang, Ege Onur Taga, Carlee Joe-Wong, Samet Oymak, Jiasi Chen:
TREACLE: Thrifty Reasoning via Context-Aware LLM and Prompt Selection. CoRR abs/2404.13082 (2024) - Marie Siew, Haoran Zhang, Jong-Ik Park, Yuezhou Liu, Yichen Ruan, Lili Su, Stratis Ioannidis, Edmund Yeh, Carlee Joe-Wong:
Fair Concurrent Training of Multiple Models in Federated Learning. CoRR abs/2404.13841 (2024) - Baris Askin, Pranay Sharma, Carlee Joe-Wong, Gauri Joshi:
FedAST: Federated Asynchronous Simultaneous Training. CoRR abs/2406.00302 (2024) - Jong-Ik Park, Carlee Joe-Wong:
Federated Learning with Flexible Architectures. CoRR abs/2406.09877 (2024) - Blessed Guda, Gabrial Zencha A., Lawrence Francis, Carlee Joe-Wong:
QMOS: Enhancing LLMs for Telecommunication with Question Masked loss and Option Shuffling. CoRR abs/2409.14175 (2024) - Yuhang Yao, Jianyi Zhang, Junda Wu, Chengkai Huang, Yu Xia, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan Rossi, Ang Li, Lina Yao, Julian J. McAuley, Yiran Chen, Carlee Joe-Wong:
Federated Large Language Models: Current Progress and Future Directions. CoRR abs/2409.15723 (2024) - Ming Xiang, Stratis Ioannidis, Edmund Yeh, Carlee Joe-Wong, Lili Su:
Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability. CoRR abs/2409.17446 (2024) - 2023
- Taejin Kim, Sandesh Dhawaskar Sathyanarayana, Siqi Chen, Youngbin Im, Xiaoxi Zhang, Sangtae Ha, Carlee Joe-Wong:
MoDEMS: Optimizing Edge Computing Migrations for User Mobility. IEEE J. Sel. Areas Commun. 41(3): 675-689 (2023) - Samarth Gupta, Jinhang Zuo, Carlee Joe-Wong, Gauri Joshi, Osman Yagan:
Correlated Combinatorial Bandits for Online Resource Allocation. SIGMETRICS Perform. Evaluation Rev. 50(4): 20-22 (2023) - Taejin Kim, Shubhranshu Singh, Nikhil Madaan, Carlee Joe-Wong:
pFedDef: Characterizing evasion attack transferability in federated learning. Softw. Impacts 15: 100469 (2023) - Xiaoxi Zhang, Siqi Chen, Yunfan Zhang, Youngbin Im, Maria Gorlatova, Sangtae Ha, Carlee Joe-Wong:
Optimal Network Protocol Selection for Competing Flows via Online Learning. IEEE Trans. Mob. Comput. 22(8): 4822-4836 (2023) - I-Cheng Lin, Osman Yagan, Carlee Joe-Wong:
Dynamic Coupling Strategy for Interdependent Network Systems Against Cascading Failures. IEEE Trans. Netw. Sci. Eng. 10(4): 2265-2282 (2023) - Rajeev Sahay, Serena Nicoll, Minjun Zhang, Tsung-Yen Yang, Carlee Joe-Wong, Kerrie A. Douglas, Christopher G. Brinton:
Predicting Learning Interactions in Social Learning Networks: A Deep Learning Enabled Approach. IEEE/ACM Trans. Netw. 31(5): 2086-2100 (2023) - Taejin Kim, Shubhranshu Singh, Nikhil Madaan, Carlee Joe-Wong:
Characterizing Internal Evasion Attacks in Federated Learning. AISTATS 2023: 907-921 - Shaohui Lin, Xiaoxi Zhang, Yupeng Li, Carlee Joe-Wong, Jingpu Duan, Xu Chen:
An Online Control Approach of Collaborative Federated Learning with Constrained Resources. APNet 2023: 211-212
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