Weifu Li
7 papers · 2020–2025 · 2 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 · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
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Research topics
Keywords
stochastic gradient descent
(3)
generalization bound
(3)
pairwise learning
(3)
false discovery rate
(2)
algorithmic stability
(2)
feature selection
(2)
metric learning
(2)
regularized risk minimization
(2)
rademacher complexity
(1)
high-dimensional regression
(1)
regularization parameter
(1)
optimization theory
(1)
fractal dimension
(1)
heavy-tailed gradient
(1)
heavy-tailed noise
(1)
siamese network
(1)
behavioral analysis
(1)
sub-weibull distribution
(1)
animal tracking
(1)
triplet learning
(1)
Papers
Error Analysis Affected by Heavy-Tailed Gradients for Non-Convex Pairwise Stochastic Gradient Descent
AAAI 2025
Trajectory-Dependent Generalization Bounds for Pairwise Learning with φ-mixing Samples
IJCAI 2025
On the Stability and Generalization of Triplet Learning
AAAI 2023
Stability-Based Generalization Analysis for Mixtures of Pointwise and Pairwise Learning
AAAI 2023
Stepdown SLOPE for Controlled Feature Selection
AAAI 2023
Error-Based Knockoffs Inference for Controlled Feature Selection
AAAI 2022
SiamBOMB: A Real-time AI-based System for Home-cage Animal Tracking, Segmentation and Behavioral Analysis
IJCAI 2020