Liang Wu
8 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(22)
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Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Optimization & Theory
(4)
Artificial Intelligence
(2)
Core Methods
(2)
Learning Types
(2)
Models
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Robotics
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Keywords
generalization bound
(3)
early stopping
(2)
warm starting
(1)
convex optimization
(1)
named entity recognition
(1)
document understanding
(1)
document parsing
(1)
quadratic programming
(1)
stability analysis
(1)
synthetic data generation
(1)
algorithmic stability
(1)
multi-class classification
(1)
context modeling
(1)
rademacher complexity
(1)
coordinate descent
(1)
causal effect estimation
(1)
domain generalization
(1)
monte carlo tree search
(1)
knowledge graph
(1)
stochastic gradient descent
(1)
Papers
Koopman-BoxQP: Solving Large-Scale NMPC at kHz Rates
L4DC 2026
Towards Real-World Document Parsing via Realistic Scene Synthesis and Document-Aware Training
CVPR 2026
Causal Effect Estimation with Mixed Latent Confounders and Post-treatment Variables
ICLR 2025
KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics
ICLR 2025
Stability-based Generalization Analysis of Randomized Coordinate Descent for Pairwise Learning
AAAI 2025
Fine-grained Generalization Analysis of Vector-Valued Learning
AAAI 2021
Stability and Generalization for Randomized Coordinate Descent
IJCAI 2021
Knowledge-Graph Augmented Word Representations for Named Entity Recognition
AAAI 2020