Pan Liu
7 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
🌈
Renaissance Researcher
(6)
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Natural Language Processing
(2)
Clinical
(2)
Models
(2)
Computer Science
(1)
Computer Vision
(1)
Robotics
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Keywords
medical imaging
(2)
world model
(2)
semi-supervised learning
(1)
performance optimization
(1)
transfer learning
(1)
convex optimization
(1)
self-supervised learning
(1)
knowledge transfer
(1)
machine translation
(1)
multilingual translation
(1)
text generation
(1)
flow matching
(1)
multilingual machine translation
(1)
ultrasound imaging
(1)
low-resource language
(1)
diffusion model
(1)
sequence-to-sequence learning
(1)
model fine-tuning
(1)
remote direct memory access
(1)
lossless ethernet
(1)
Papers
CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning
CVPR 2025
EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance
CVPR 2025
When Confidence Fails: Revisiting Pseudo-Label Selection in Semi-supervised Semantic Segmentation
ICCV 2025
Enable Fast Sampling for Seq2Seq Text Diffusion
EMNLP 2024
Generating Physically Realistic and Directable Human Motions from Multi-Modal Inputs
ECCV 2024
TenTrans Multilingual Low-Resource Translation System for WMT21 Indo-European Languages Task
EMNLP 2021
When Cloud Storage Meets RDMA
NSDI 2021