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This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2024
[j6]Naichen Shi, Fan Lai, Raed Al Kontar
, Mosharaf Chowdhury:
Fed-ensemble: Ensemble Models in Federated Learning for Improved Generalization and Uncertainty Quantification. IEEE Trans Autom. Sci. Eng. 21(3): 2792-2803 (2024)- [c20]Yuxuan Zhu, Jiachen Liu, Mosharaf Chowdhury, Fan Lai:
FedTrans: Efficient Federated Learning via Multi-Model Transformation. MLSys 2024 - [i15]Qinyi Luo, Penghan Wang, Wei Zhang, Fan Lai, Jiachen Mao, Xiaohan Wei, Jun Song, Wei-Yu Tsai, Shuai Yang, Yuxi Hu, Xuehai Qian:
Fine-Grained Embedding Dimension Optimization During Training for Recommender Systems. CoRR abs/2401.04408 (2024) - [i14]Haizhong Zheng, Xiaoyan Bai, Beidi Chen, Fan Lai, Atul Prakash:
Learn To be Efficient: Build Structured Sparsity in Large Language Models. CoRR abs/2402.06126 (2024) - [i13]Yuxuan Zhu, Jiachen Liu, Mosharaf Chowdhury, Fan Lai:
FedTrans: Efficient Federated Learning via Multi-Model Transformation. CoRR abs/2404.13515 (2024) - [i12]Jiachen Liu, Zhiyu Wu, Jae-Won Chung, Fan Lai, Myungjin Lee, Mosharaf Chowdhury:
Andes: Defining and Enhancing Quality-of-Experience in LLM-Based Text Streaming Services. CoRR abs/2404.16283 (2024) - 2023
- [j5]Fan Lai, Cheng-Xiang Wang, Jie Huang, Rui Feng, Xiqi Gao, Fu-Chun Zheng:
A Novel 3D Non-Stationary Massive MIMO Channel Model for Shortwave Communication Systems. IEEE Trans. Commun. 71(9): 5473-5486 (2023) - [j4]Yi Zheng, Cheng-Xiang Wang, Runruo Yang, Long Yu, Fan Lai, Jie Huang, Rui Feng, Chao Wang, Chao Li, Zhimeng Zhong:
Ultra-Massive MIMO Channel Measurements at 5.3 GHz and a General 6G Channel Model. IEEE Trans. Veh. Technol. 72(1): 20-34 (2023) - [j3]Fan Lai, Cheng-Xiang Wang, Jie Huang, Xiqi Gao, Fu-Chun Zheng:
A Novel Beam Domain Channel Model for B5G Massive MIMO Wireless Communication Systems. IEEE Trans. Veh. Technol. 72(4): 4143-4156 (2023) - [j2]Ji Bian, Cheng-Xiang Wang, Rui Feng, Yu Liu, Wenqi Zhou, Fan Lai, Xiqi Gao:
A Novel 3D Beam Domain Channel Model for Massive MIMO Communication Systems. IEEE Trans. Wirel. Commun. 22(3): 1618-1632 (2023) - [c19]Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury:
Auxo: Efficient Federated Learning via Scalable Client Clustering. SoCC 2023: 125-141 - [c18]Sanjay Sri Vallabh Singapuram, Chuheng Hu, Fan Lai, Chengsong Zhang, Mosharaf Chowdhury:
Flamingo: A User-Centric System for Fast and Energy-Efficient DNN Training on Smartphones. DistributedML@CoNEXT 2023: 1-10 - [c17]Yiding Wang, Decang Sun, Kai Chen, Fan Lai, Mosharaf Chowdhury:
Egeria: Efficient DNN Training with Knowledge-Guided Layer Freezing. EuroSys 2023: 851-866 - [c16]Rui Chen, Fan Lai, Yanmei Li, Xuan Wang:
Genetic Programming-Enabled Prediction for Students Academic Performance in Blended Learning. ICETC 2023: 297-303 - [c15]Haizhong Zheng, Rui Liu, Fan Lai, Atul Prakash:
Coverage-centric Coreset Selection for High Pruning Rates. ICLR 2023 - [c14]Fan Lai, Yinwei Dai, Harsha V. Madhyastha, Mosharaf Chowdhury:
ModelKeeper: Accelerating DNN Training via Automated Training Warmup. NSDI 2023: 769-785 - [c13]Fan Lai, Wei Zhang, Rui Liu, William Tsai, Xiaohan Wei, Yuxi Hu, Sabin Devkota, Jianyu Huang, Jongsoo Park, Xing Liu, Zeliang Chen, Ellie Wen, Paul Rivera, Jie You, Chun-cheng Jason Chen, Mosharaf Chowdhury:
AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models. OSDI 2023: 817-831 - [i11]Jiachen Liu, Fan Lai, Ding Ding, Yiwen Zhang, Mosharaf Chowdhury:
Venn: Resource Management Across Federated Learning Jobs. CoRR abs/2312.08298 (2023) - 2022
- [c12]Rui Feng, Cheng-Xiang Wang, Jie Huang, Yi Zheng, Fan Lai, Wenqi Zhou:
Mutual Coupling Analysis of 6G Ultra-Massive MIMO Channel Measurements and Models. ICC 2022: 956-961 - [c11]Xuan Wang, Yanmei Li, Fan Lai, Xiangliang Li:
Predicting Students Performance in SPOC-Based Blended Learning. ICCSE (2) 2022: 565-574 - [c10]Fan Lai, Yinwei Dai, Sanjay Sri Vallabh Singapuram, Jiachen Liu, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury:
FedScale: Benchmarking Model and System Performance of Federated Learning at Scale. ICML 2022: 11814-11827 - [i10]Yiding Wang, Decang Sun, Kai Chen, Fan Lai, Mosharaf Chowdhury:
Efficient DNN Training with Knowledge-Guided Layer Freezing. CoRR abs/2201.06227 (2022) - [i9]Sanjay Sri Vallabh Singapuram, Fan Lai, Chuheng Hu, Mosharaf Chowdhury:
Swan: A Neural Engine for Efficient DNN Training on Smartphone SoCs. CoRR abs/2206.04687 (2022) - [i8]Haizhong Zheng, Rui Liu, Fan Lai, Atul Prakash:
Coverage-centric Coreset Selection for High Pruning Rates. CoRR abs/2210.15809 (2022) - [i7]Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury:
Auxo: Heterogeneity-Mitigating Federated Learning via Scalable Client Clustering. CoRR abs/2210.16656 (2022) - 2021
- [c9]Fan Lai, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury:
Oort: Efficient Federated Learning via Guided Participant Selection. OSDI 2021: 19-35 - [c8]Fan Lai, Yinwei Dai, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury:
FedScale: Benchmarking Model and System Performance of Federated Learning. ResilientFL 2021: 1-3 - [i6]Fan Lai, Yinwei Dai, Xiangfeng Zhu, Mosharaf Chowdhury:
FedScale: Benchmarking Model and System Performance of Federated Learning. CoRR abs/2105.11367 (2021) - [i5]Naichen Shi, Fan Lai, Raed Al Kontar, Mosharaf Chowdhury:
Fed-ensemble: Improving Generalization through Model Ensembling in Federated Learning. CoRR abs/2107.10663 (2021) - 2020
- [c7]Fan Lai, Jie You, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury:
Sol: Fast Distributed Computation Over Slow Networks. NSDI 2020: 273-288 - [c6]Fan Lai, Cheng-Xiang Wang, Jie Huang, Xiqi Gao, Fu-Chun Zheng:
A Novel Massive MIMO Beam Domain Channel Model. WCNC 2020: 1-6 - [i4]Fan Lai, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury:
Oort: Informed Participant Selection for Scalable Federated Learning. CoRR abs/2010.06081 (2020)
2010 – 2019
- 2018
- [c5]Fan Lai, Mosharaf Chowdhury, Harsha V. Madhyastha:
To Relay or Not to Relay for Inter-Cloud Transfers? HotCloud 2018 - [c4]Fan Lai, Carlos F. López, Xiqi Gao, Cheng-Xiang Wang, Fuchun Zheng:
Analysis of Performances for Three Massive MIMO Channel Models. WCSP 2018: 1-6 - 2017
- [j1]Ying Cui, Muriel Médard, Edmund M. Yeh, Douglas J. Leith, Fan Lai, Ken R. Duffy:
A Linear Network Code Construction for General Integer Connections Based on the Constraint Satisfaction Problem. IEEE/ACM Trans. Netw. 25(6): 3441-3454 (2017) - 2016
- [c3]Fan Lai, Feng Qiu, Wenjie Bian, Ying Cui, Edmund M. Yeh:
Scaled VIP Algorithms for Joint Dynamic Forwarding and Caching in Named Data Networks. ICN 2016: 160-165 - [c2]Ying Cui, Fan Lai, Stephen V. Hanly, Philip Whiting:
Optimal Caching and User Association in Cache-Enabled Heterogeneous Wireless Networks. GLOBECOM 2016: 1-6 - [c1]Ying Cui, Fan Lai, Edmund M. Yeh, Ran Liu:
Enhanced VIP Algorithms for Forwarding, Caching, and Congestion Control in Named Data Networks. GLOBECOM 2016: 1-7 - [i3]Ying Cui, Fan Lai, Stephen V. Hanly, Philip A. Whiting:
Optimal Caching and User Association in Cache-enabled Heterogeneous Wireless Networks. CoRR abs/1604.05828 (2016) - [i2]Ying Cui, Fan Lai, Edmund M. Yeh, Ran Liu:
Enhanced VIP Algorithms for Forwarding, Caching, and Congestion Control in Named Data Networks. CoRR abs/1607.03270 (2016) - [i1]Fan Lai, Feng Qiu, Wenjie Bian, Ying Cui, Edmund M. Yeh:
Scaled VIP Algorithms for Joint Dynamic Forwarding and Caching in Named Data Networks. CoRR abs/1608.04198 (2016)
Coauthor Index
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