Jun Huan
12 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (31) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
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Renaissance Researcher
(5)
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Conference Pioneer
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Century Club Β· Bronze
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Keyword Collector
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Top co-authors
Research topics
Machine Learning
(10)
Deep Learning
(5)
Artificial Intelligence
(4)
Application Areas
(3)
Optimization & Theory
(3)
Techniques
(3)
Computer Vision
(2)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Core AI
(2)
Core Methods
(2)
Generation
(2)
Learning Paradigms
(2)
Learning Types
(2)
Optimization
(2)
Keywords
convolutional neural network
(2)
neural network compression
(1)
self-supervised learning
(1)
stochastic gradient
(1)
representation learning
(1)
compressed sensing
(1)
stochastic gradient descent
(1)
semi-supervised learning
(1)
image generation
(1)
transfer learning
(1)
bayesian inference
(1)
sparse representation
(1)
style transfer
(1)
metropolis-hastings sampling
(1)
model quantization
(1)
attention mechanism
(1)
knowledge editing
(1)
question answering
(1)
prompt engineering
(1)
active learning
(1)
Papers
One-Shot Federated Learning based on Random Feature Extractor
UAI 2026
Enhancing Language Model Agents using Diversity of Thoughts
ICLR 2025
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning
ICLR 2025
Fast Federated Machine Unlearning with Nonlinear Functional Theory
ICML 2023
Semi-Supervised Active Learning With Temporal Output Discrepancy
ICCV 2021
FSNet: Compression of Deep Convolutional Neural Networks by Filter Summary
ICLR 2020
Generating Person Images with Appearance-aware Pose Stylizer
IJCAI 2020
On the Noisy Gradient Descent that Generalizes as SGD
ICML 2020
Ultrafast Photorealistic Style Transfer via Neural Architecture Search
AAAI 2020
DELTA: DEEP LEARNING TRANSFER USING FEATURE MAP WITH ATTENTION FOR CONVOLUTIONAL NETWORKS
ICLR 2019
SpHMC: Spectral Hamiltonian Monte Carlo
AAAI 2019
Understanding Actors and Evaluating Personae with Gaussian Embeddings
AAAI 2019