Kevin Xu
8 papers · 2012–2026 · 5 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
Jump to papers ↓+4 more ↓ Show less ↑
π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Silver
π₯
Mega-Team Β· Squad
π
Keyword Champion
π
Trend Setter
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(5)
Core Methods
(4)
Application Areas
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Mathematics & Optimization
(2)
Applications Β· Data Science & Analytics
(2)
Core AI
(2)
Computer Science
(1)
Computer Vision
(1)
Deep Learning
(1)
Analysis
(1)
Applications Β· Computer Science
(1)
Architectures
(1)
Keywords
community detection
(2)
dynamic network
(2)
stochastic block model
(2)
spectral clustering
(2)
network analysis
(1)
maximum likelihood estimation
(1)
anomaly detection
(1)
pareto depth analysis
(1)
multi-criteria anomaly detection
(1)
pareto optimality
(1)
scalarization
(1)
multimodal model
(1)
parameter server
(1)
probabilistic graphical model
(1)
gradient compression
(1)
distributed training
(1)
approximation rate
(1)
multilayer network
(1)
maximum likelihood
(1)
variational inference
(1)
Papers
Uber's Failover Architecture: Reconciling Reliability and Efficiency in Hyperscale Microservice Infrastructure
NSDI 2026
On Expressive Power of Looped Transformers: Theoretical Analysis and Enhancement via Timestep Encoding
ICML 2025
TurkingBench: A Challenge Benchmark for Web Agents
NAACL 2025
THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression
NSDI 2024
CHIP: A Hawkes Process Model for Continuous-time Networks with Scalable and Consistent Estimation
NeurIPS 2020
Consistent estimation of dynamic and multi-layer block models
ICML 2015
Stochastic Block Transition Models for Dynamic Networks
AISTATS 2015
Multi-criteria Anomaly Detection using Pareto Depth Analysis
NeurIPS 2012