Chi Liu
13 papers · 2020–2026 · 9 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 (33)
🧬
Topic Evolution
🗃️
Keyword Collector
(63)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
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Research topics
Machine Learning
(10)
Deep Learning
(8)
Learning Types · Machine Learning
(5)
Computer Vision
(4)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(3)
Healthcare & Medicine
(2)
Natural Language Processing
(2)
Analysis
(2)
Applications
(2)
Architectures
(2)
Clinical
(2)
Core AI
(2)
Core Methods
(2)
Keywords
transfer learning
(3)
medical imaging
(2)
domain generalization
(2)
domain adaptation
(2)
semantic segmentation
(2)
self-supervised learning
(1)
continual learning
(1)
active learning
(1)
manifold learning
(1)
transformer architecture
(1)
point cloud
(1)
anomaly detection
(1)
text generation
(1)
few-shot learning
(1)
neural decoding
(1)
multimodal learning
(1)
unsupervised learning
(1)
channel attention
(1)
image synthesis
(1)
feature alignment
(1)
Papers
Rethinking Bias in Generative Data Augmentation for Medical AI: A Frequency Recalibration Method
AAAI 2026
SAC-Diff: A Scan-Aware Consistency-Enhanced Diffusion Framework for Unsupervised Chest CT Anomaly Detection
MIDL 2026
Details Matter for Indoor Open-vocabulary 3D Instance Segmentation
ICCV 2025
GenRC: Generative 3D Room Completion from Sparse Image Collections
ECCV 2024
Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification
AAAI 2024
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding
ECCV 2024
Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation
NeurIPS 2023
DSFormer: A Dual-Domain Self-Supervised Transformer for Accelerated Multi-Contrast MRI Reconstruction
WACV 2023
Evolving Standardization for Continual Domain Generalization over Temporal Drift
NeurIPS 2023
Towards Robust Gan-Generated Image Detection: A Multi-View Completion Representation
IJCAI 2023
UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language
ACL 2023
Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words
COLING 2022
Domain Conditioned Adaptation Network
AAAI 2020