Fan Lai
8 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6) π Academic Marathon (5)
π
Interdisciplinary Bridge
π
Cross-Pollinator
(10)
π
Renaissance Researcher
(6)
π₯
Unstoppable
(6)
Conferences
NSDI (2)
OSDI (2)
ACL (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
large language model
(2)
federated learning
(2)
transfer learning
(1)
object detection
(1)
speech recognition
(1)
distributed optimization
(1)
neural network optimization
(1)
distributed computing
(1)
distributed training
(1)
structured sparsity
(1)
task assignment
(1)
distributed computation
(1)
edge computing
(1)
client selection
(1)
inference efficiency
(1)
activation sparsity
(1)
quality of experience
(1)
task scheduling
(1)
network latency
(1)
distributed system
(1)
Papers
DiSCo: Device-Server Collaborative LLM-based Text Streaming Services
ACL 2025
Learn To be Efficient: Build Structured Sparsity in Large Language Models
NIPS 2024
AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models
OSDI 2023
Coverage-centric Coreset Selection for High Pruning Rates
ICLR 2023
ModelKeeper: Accelerating DNN Training via Automated Training Warmup
NSDI 2023
FedScale: Benchmarking Model and System Performance of Federated Learning at Scale
ICML 2022
Oort: Efficient Federated Learning via Guided Participant Selection
OSDI 2021
Sol: Fast Distributed Computation Over Slow Networks
NSDI 2020