Guodong Liu
7 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π Cross-Pollinator (15) π Conference Polyglot (5) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(22)
π§
Keyword Pioneer
π
Conference Pioneer
Conferences
AAAI (2)
MICCAI (2)
ACL (1)
ICCV (1)
ICML (1)
Top co-authors
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
SMP-Attack: Boosting the Transferability of Feature Importance-based Adversarial Attack with Semantics-aware Multi-granularity Patchout
ICCV 2025
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
Self-guided Knowledge-injected Graph Neural Network for Alzheimerβs Diseases
MICCAI 2024
Interpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation
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