Xuannan Liu
9 papers · 2023–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (24) π Cross-Pollinator (3)
π
Renaissance Researcher
(5)
β
The Questioner
Conferences
AAAI (2)
ECCV (2)
NIPS (2)
CVPR (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
facial expression recognition
(2)
attention mechanism
(2)
multimodal learning
(2)
deep learning
(1)
open-set recognition
(1)
monte carlo tree search
(1)
image editing
(1)
imbalanced learning
(1)
multimodal large language model
(1)
cross-entropy loss
(1)
drag-based interaction
(1)
semantic editing
(1)
image manipulation
(1)
intention reasoner
(1)
collaborative guidance
(1)
distribution learning
(1)
classifier guidance
(1)
visual understanding
(1)
noisy label detection
(1)
gradient aggregation
(1)
Papers
T2Agent: A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search
AAAI 2026
Can Machines Understand Composition? Dataset and Benchmark for Photographic Image Composition Embedding and Understanding
CVPR 2025
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs
ICLR 2025
InstaStyle: Inversion Noise of a Stylized Image is Secretly a Style Adviser
ECCV 2024
Faceptor: A Generalist Model for Face Perception
ECCV 2024
Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner
NIPS 2024
Open-Set Facial Expression Recognition
AAAI 2024
Enhancing Generalization of Universal Adversarial Perturbation through Gradient Aggregation
ICCV 2023
Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial Expression Recognition
NIPS 2023