Kevin Xu
7 papers · 2012–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5)
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Academic Marathon
(13)
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Cross-Pollinator
(10)
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Renaissance Researcher
(5)
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Keyword Champion
(2)
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Trend Setter
Conferences
ICML (2)
NIPS (2)
AISTATS (1)
NAACL (1)
NSDI (1)
Top co-authors
Research topics
Keywords
stochastic block model
(2)
community detection
(2)
dynamic network
(2)
spectral clustering
(2)
network analysis
(1)
maximum likelihood estimation
(1)
distributed training
(1)
multi-criteria anomaly detection
(1)
pareto depth analysis
(1)
pareto optimality
(1)
scalarization
(1)
parameter server
(1)
probabilistic graphical model
(1)
gradient compression
(1)
edge probability
(1)
hawkes process
(1)
web agent
(1)
non-parametric method
(1)
multi-layer network
(1)
multi-modal model
(1)
Papers
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
NIPS 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
NIPS 2012