Jiahao Fan
8 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(24)
🐣
Hot Topic Early Bird
⚡
Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(6)
Artificial Intelligence
(4)
Optimization & Theory
(4)
Application Areas
(3)
Architectures
(3)
Core AI · Artificial Intelligence
(3)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Core AI · Computer Vision
(1)
Learning Types · Deep Learning
(1)
Keywords
neural architecture search
(3)
representation learning
(2)
image generation
(1)
adversarial robustness
(1)
model evaluation
(1)
variational inference
(1)
object detection
(1)
information bottleneck
(1)
direct preference optimization
(1)
self-supervised learning
(1)
neural tangent kernel
(1)
causal inference
(1)
mutual information
(1)
distribution shift
(1)
image processing
(1)
generative model
(1)
loss function
(1)
multimodal large language model
(1)
ranking loss
(1)
model compression
(1)
Papers
AutoPP: Towards Automated Product Poster Generation and Optimization
AAAI 2026
Efficient Multimodal Large Language Model via Dynamic KV Cache Quantization
AAAI 2026
CARL: Causality-guided Architecture Representation Learning for an Interpretable Performance Predictor
ICCV 2025
Loss Functions for Predictor-based Neural Architecture Search
ICCV 2025
Multi-aspect Self-guided Deep Information Bottleneck for Multi-modal Clustering
AAAI 2025
Runtime Analysis of Evolutionary NAS for Multiclass Classification
ICML 2025
Zero-cost Proxy for Adversarial Robustness Evaluation
ICLR 2025
Speed Up Object Detection on Gigapixel-Level Images With Patch Arrangement
CVPR 2022