Fan Lai

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 41

Top Topics

Communication Systems

Tractable Classes

Blended Learning

Constraint Satisfaction

Top Venues

IEEE Trans. Veh. Technol.

Publications

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 (2024)
Yuxuan Zhu, Jiachen Liu, Mosharaf Chowdhury, Fan Lai
FedTrans: Efficient Federated Learning via Multi-Model Transformation. CoRR (2024)
Haizhong Zheng, Xiaoyan Bai, Beidi Chen, Fan Lai, Atul Prakash
Learn To be Efficient: Build Structured Sparsity in Large Language Models. CoRR (2024)
Yuxuan Zhu, Jiachen Liu, Mosharaf Chowdhury, Fan Lai
FedTrans: Efficient Federated Learning via Multi-Model Transformation. MLSys (2024)
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) (2024)
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 (2024)
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) (2023)
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) (2023)
Rui Chen, Fan Lai, Yanmei Li, Xuan Wang
Genetic Programming-Enabled Prediction for Students Academic Performance in Blended Learning. ICETC (2023)
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)
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) (2023)
Yiding Wang, Decang Sun, Kai Chen, Fan Lai, Mosharaf Chowdhury
Egeria: Efficient DNN Training with Knowledge-Guided Layer Freezing. EuroSys (2023)
Fan Lai, Yinwei Dai, Harsha V. Madhyastha, Mosharaf Chowdhury
ModelKeeper: Accelerating DNN Training via Automated Training Warmup. NSDI (2023)
Haizhong Zheng, Rui Liu, Fan Lai, Atul Prakash
Coverage-centric Coreset Selection for High Pruning Rates. ICLR (2023)
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) (2023)
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)
Jiachen Liu, Fan Lai, Ding Ding, Yiwen Zhang, Mosharaf Chowdhury
Venn: Resource Management Across Federated Learning Jobs. CoRR (2023)
Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury
Auxo: Efficient Federated Learning via Scalable Client Clustering. SoCC (2023)
Xuan Wang, Yanmei Li, Fan Lai, Xiangliang Li
Predicting Students Performance in SPOC-Based Blended Learning. ICCSE (2) (2022)
Sanjay Sri Vallabh Singapuram, Fan Lai, Chuheng Hu, Mosharaf Chowdhury
Swan: A Neural Engine for Efficient DNN Training on Smartphone SoCs. CoRR (2022)
Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury
Auxo: Heterogeneity-Mitigating Federated Learning via Scalable Client Clustering. CoRR (2022)
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)
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)
Yiding Wang, Decang Sun, Kai Chen, Fan Lai, Mosharaf Chowdhury
Efficient DNN Training with Knowledge-Guided Layer Freezing. CoRR (2022)
Haizhong Zheng, Rui Liu, Fan Lai, Atul Prakash
Coverage-centric Coreset Selection for High Pruning Rates. CoRR (2022)
Fan Lai, Yinwei Dai, Xiangfeng Zhu, Mosharaf Chowdhury
FedScale: Benchmarking Model and System Performance of Federated Learning. CoRR (2021)
Fan Lai, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury
Oort: Efficient Federated Learning via Guided Participant Selection. OSDI (2021)
Naichen Shi, Fan Lai, Raed Al Kontar, Mosharaf Chowdhury
Fed-ensemble: Improving Generalization through Model Ensembling in Federated Learning. CoRR (2021)
Fan Lai, Yinwei Dai, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury
FedScale: Benchmarking Model and System Performance of Federated Learning. ResilientFL (2021)
Fan Lai, Cheng-Xiang Wang, Jie Huang, Xiqi Gao, Fu-Chun Zheng
A Novel Massive MIMO Beam Domain Channel Model. WCNC (2020)
Fan Lai, Jie You, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury
Sol: Fast Distributed Computation Over Slow Networks. NSDI (2020)
Fan Lai, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury
Oort: Informed Participant Selection for Scalable Federated Learning. CoRR (2020)
Fan Lai, Mosharaf Chowdhury, Harsha V. Madhyastha
To Relay or Not to Relay for Inter-Cloud Transfers? HotCloud (2018)
Fan Lai, Carlos F. López, Xiqi Gao, Cheng-Xiang Wang, Fuchun Zheng
Analysis of Performances for Three Massive MIMO Channel Models. WCSP (2018)
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) (2017)
Ying Cui, Fan Lai, Stephen V. Hanly, Philip Whiting
Optimal Caching and User Association in Cache-Enabled Heterogeneous Wireless Networks. GLOBECOM (2016)
Ying Cui, Fan Lai, Edmund M. Yeh, Ran Liu
Enhanced VIP Algorithms for Forwarding, Caching, and Congestion Control in Named Data Networks. CoRR (2016)
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 (2016)
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)
Ying Cui, Fan Lai, Edmund M. Yeh, Ran Liu
Enhanced VIP Algorithms for Forwarding, Caching, and Congestion Control in Named Data Networks. GLOBECOM (2016)
Ying Cui, Fan Lai, Stephen V. Hanly, Philip A. Whiting
Optimal Caching and User Association in Cache-enabled Heterogeneous Wireless Networks. CoRR (2016)