Ruoqi Liu
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Top co-authors
Research topics
Artificial Intelligence
(2)
Deep Learning
(2)
Healthcare & Medicine
(2)
Natural Language Processing
(2)
Applications
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Knowledge & Reasoning
(1)
Machine Learning
(1)
Clinical
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Representation
(1)
Research
(1)
Keywords
representation learning
(2)
benchmark evaluation
(1)
adversarial robustness
(1)
knowledge distillation
(1)
information extraction
(1)
question answering
(1)
multimodal learning
(1)
visual reasoning
(1)
knowledge graph
(1)
treatment effect estimation
(1)
vision-language model
(1)
drug discovery
(1)
multimodal understanding
(1)
multimodal reasoning
(1)
biomedical data
(1)
reasoning benchmark
(1)
observational data
(1)
multimodal benchmark
(1)
clinical trial
(1)
heterogeneous treatment effect
(1)
Papers
ClinicalTrialsHub: Bridging Registries and Literature for Comprehensive Clinical Trial Access
EACL 2026
Intervention-Aware Multiscale Representation Learning from Imaging Phenomics and Perturbation Transcriptomics
CVPR 2026
KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs
AAAI 2024
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
CVPR 2024