Liang Hou
12 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (29)
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Century Club · Bronze
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Prolific Year · Productive
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Keyword Collector
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Venues
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Research topics
Deep Learning
(12)
Models
(9)
Machine Learning
(6)
Learning Types · Machine Learning
(4)
Computer Vision
(3)
Generation
(3)
Learning Types · Deep Learning
(3)
Techniques
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Keywords
generative adversarial network
(4)
diffusion model
(3)
video generation
(3)
self-supervised learning
(2)
representation learning
(2)
image generation
(2)
model calibration
(1)
domain adaptation
(1)
reinforcement learning
(1)
knowledge distillation
(1)
data augmentation
(1)
test-time adaptation
(1)
image synthesis
(1)
conditional generation
(1)
partial differential equation
(1)
attention mechanism
(1)
generative model
(1)
covariate shift
(1)
social network analysis
(1)
domain generalization
(1)
Papers
Boosting Resolution Generalization of Diffusion Transformers with Randomized Positional Encodings
AAAI 2026
Less is More: Improving LLM Reasoning with Minimal Test-Time Intervention
ACL 2026
SURF: Signature-Retained Fast Video Generation
CVPR 2026
Video-as-Answer: Predict and Generate Next Video Event with Joint-GRPO
CVPR 2026
VMonarch: Efficient Video Diffusion Transformers with Structured Attention
CVPR 2026
PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion
AAAI 2024
TEA: Test-time Energy Adaptation
CVPR 2024
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training
NeurIPS 2023
Conditional GANs with Auxiliary Discriminative Classifier
ICML 2022
SDGNN: Learning Node Representation for Signed Directed Networks
AAAI 2021
Self-Supervised GANs with Label Augmentation
NeurIPS 2021
Slimmable Generative Adversarial Networks
AAAI 2021