Fan Lai
9 papers · 2020–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Application Areas
(5)
Optimization & Theory
(5)
Artificial Intelligence
(3)
Computer Science
(3)
Deep Learning
(3)
Learning Paradigms · Machine Learning
(3)
Systems
(3)
Core AI
(2)
Core Methods
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Generation
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Types
(1)
Keywords
large language model
(3)
federated learning
(2)
image classification
(1)
object detection
(1)
coreset selection
(1)
speech recognition
(1)
neural network optimization
(1)
edge computing
(1)
distributed computing
(1)
random sampling
(1)
resource allocation
(1)
distributed training
(1)
structured sparsity
(1)
task assignment
(1)
distributed computation
(1)
distributed optimization
(1)
client selection
(1)
inference efficiency
(1)
activation sparsity
(1)
transfer learning
(1)
Papers
JITServe: SLO-aware LLM Serving with Imprecise Request Information
NSDI 2026
DiSCo: Device-Server Collaborative LLM-based Text Streaming Services
ACL 2025
Learn To be Efficient: Build Structured Sparsity in Large Language Models
NeurIPS 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