Fan Lai
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
17
Venues
12
Active years
2016–2026
Best venue rank
A*
Where they publish
Papers
17 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | NSDI | JITServe: SLO-aware LLM Serving with Imprecise Request Information. | Wei Zhang, Zhiyu Wu, Yi Mu, Rui Ning, Banruo Liu, Nikhil Sarda, Myungjin Lee, Fan Lai |
| 2026 | SIGCOMM | EMA: Efficient Model Adaptation for Learning-based Systems. | Daiyang Yu, Xinyu Chen, Yihan Zhang, Yan Liang, Yaqi Qiao, Fan Lai |
| 2025 | ACL | DiSCo: Device-Server Collaborative LLM-based Text Streaming Services. | Ting Sun, Penghan Wang, Fan Lai |
| 2025 | MICRO | NetZIP: Algorithm/Hardware Co-design of In-network Lossless Compression for Distributed Large Model Training. | Jinghan Huang, Hyungyo Kim, Nachuan Wang, Jaeyoung Kang, Hrishi Shah, Eun Kyung Lee, Minjia Zhang, Fan Lai, Nam Sung Kim |
| 2025 | SOSP | IC-Cache: Efficient Large Language Model Serving via In-context Caching. | Yifan Yu, Yu Gan, Nikhil Sarda, Lillian Tsai, Jiaming Shen, Yanqi Zhou, Arvind Krishnamurthy, Fan Lai, Hank Levy, David E. Culler |
| 2023 | CLOUD | Auxo: Efficient Federated Learning via Scalable Client Clustering. | Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury |
| 2023 | EuroSys | Egeria: Efficient DNN Training with Knowledge-Guided Layer Freezing. | Yiding Wang, Decang Sun, Kai Chen, Fan Lai, Mosharaf Chowdhury |
| 2023 | ICLR | Coverage-centric Coreset Selection for High Pruning Rates. | Haizhong Zheng, Rui Liu, Fan Lai, Atul Prakash |
| 2023 | NSDI | ModelKeeper: Accelerating DNN Training via Automated Training Warmup. | Fan Lai, Yinwei Dai, Harsha V. Madhyastha, Mosharaf Chowdhury |
| 2023 | OSDI | AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models. | 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 |
| 2022 | ICML | FedScale: Benchmarking Model and System Performance of Federated Learning at Scale. | Fan Lai, Yinwei Dai, Sanjay Sri Vallabh Singapuram, Jiachen Liu, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury |
| 2021 | OSDI | Oort: Efficient Federated Learning via Guided Participant Selection. | Fan Lai, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury |
| 2021 | SOSP | FedScale: Benchmarking Model and System Performance of Federated Learning. | Fan Lai, Yinwei Dai, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury |
| 2020 | NSDI | Sol: Fast Distributed Computation Over Slow Networks. | Fan Lai, Jie You, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury |
| 2020 | WCNC | A Novel Massive MIMO Beam Domain Channel Model. | Fan Lai, Cheng-Xiang Wang, Jie Huang, Xiqi Gao, Fu-Chun Zheng |
| 2016 | GLOBECOM | Optimal Caching and User Association in Cache-Enabled Heterogeneous Wireless Networks. | Ying Cui, Fan Lai, Stephen V. Hanly, Philip Whiting |
| 2016 | GLOBECOM | Enhanced VIP Algorithms for Forwarding, Caching, and Congestion Control in Named Data Networks. | Ying Cui, Fan Lai, Edmund M. Yeh, Ran Liu |