Hongbo Liu
7 papers · 2024–2026 · 4 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 · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
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Prolific Year · Productive
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Research topics
Deep Learning
(5)
Machine Learning
(4)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Architectures
(2)
Core AI
(2)
Analysis
(1)
Application Areas
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
self-supervised learning
(2)
transformer architecture
(1)
representation learning
(1)
contrastive learning
(1)
transfer learning
(1)
domain adaptation
(1)
feature extraction
(1)
text-to-image synthesis
(1)
data augmentation
(1)
monocular depth estimation
(1)
sequence classification
(1)
reservoir computing
(1)
pre-trained model
(1)
out-of-distribution detection
(1)
prompt optimization
(1)
progressive training
(1)
layout-to-image generation
(1)
visual understanding
(1)
long-context modeling
(1)
image grounding
(1)
Papers
EchoGen: Cycle-Consistent Learning for Unified Layout-Image Generation and Understanding
AAAI 2026
From Subtle to Significant: Prompt-Driven Self-Improving Optimization in Test-Time Graph OOD Detection
AAAI 2026
Seeing Depth Through Frequency and Motion: A Progressive Training Paradigm for Monocular Depth Estimation
CVPR 2026
Towards Distance-Invariant Radio Frequency Fingerprinting via Augmented Unsupervised Learning
AAAI 2026
Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark
ACL 2026
ResFormer: All-Time Reservoir Memory for Long Sequence Classification
EMNLP 2025
PTM-VQA: Efficient Video Quality Assessment Leveraging Diverse PreTrained Models from the Wild
CVPR 2024