Run He
8 papers · 2023–2025 · 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
🗺️
Taxonomy Completionist
(19)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Learning Types · Machine Learning
(6)
Deep Learning
(5)
Learning Types · Deep Learning
(5)
Optimization & Theory · Machine Learning
(5)
Artificial Intelligence
(4)
Core Methods
(4)
Learning Paradigms · Artificial Intelligence
(3)
Optimization & Theory · Deep Learning
(2)
Architectures
(1)
Core AI
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
analytic learning
(5)
class-incremental learning
(5)
continual learning
(4)
catastrophic forgetting
(4)
closed-form solution
(3)
exemplar-free learning
(2)
recursive least squares
(2)
class imbalance
(1)
gradient descent
(1)
gaussian kernel
(1)
pre-trained model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
semantic shift
(1)
non-iid data
(1)
generalized class incremental learning
(1)
label augmentation
(1)
large language model
(1)
dual-stream architecture
(1)
analytic federated learning
(1)
Papers
AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models
CVPR 2025
Any-SSR: How Recursive Least Squares Works in Continual Learning of Large Language Model
ICCV 2025
L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning
ICML 2025
Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning
ICML 2025
DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning
AAAI 2024
F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning
NeurIPS 2024
GACL: Exemplar-Free Generalized Analytic Continual Learning
NeurIPS 2024
GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task
CVPR 2023