Guodong Liu
7 papers · 2020–2025 · 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
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Deep Learning
(2)
Core Methods
(2)
Optimization & Theory · Machine Learning
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(2)
benchmark evaluation
(1)
non-convex optimization
(1)
function approximation
(1)
knowledge distillation
(1)
language model evaluation
(1)
feature importance
(1)
instruction tuning
(1)
nonparametric regression
(1)
algorithmic stability
(1)
generalization error
(1)
high-dimensional regression
(1)
kernel regression
(1)
optimization theory
(1)
feature interaction
(1)
adversarial attack
(1)
black-box attack
(1)
sparse additive model
(1)
data selection
(1)
heavy-tailed gradient
(1)
Papers
DMT-RoleBench: A Dynamic Multi-Turn Dialogue Based Benchmark for Role-Playing Evaluation of Large Language Model and Agent
AAAI 2025
Error Analysis Affected by Heavy-Tailed Gradients for Non-Convex Pairwise Stochastic Gradient Descent
AAAI 2025
SMP-Attack: Boosting the Transferability of Feature Importance-based Adversarial Attack with Semantics-aware Multi-granularity Patchout
ICCV 2025
Interpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation
MICCAI 2024
Self-guided Knowledge-injected Graph Neural Network for Alzheimer’s Diseases
MICCAI 2024
Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection
ACL 2024
Sparse Shrunk Additive Models
ICML 2020