Peipei Li
13 papers · 2010–2026 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (32)
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Topic Evolution
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Keyword Collector
(63)
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Century Club Β· Bronze
β
The Questioner
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Conference Pioneer
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Research topics
Machine Learning
(6)
Core Methods
(6)
Artificial Intelligence
(5)
Computer Vision
(5)
Deep Learning
(5)
Core AI Β· Artificial Intelligence
(5)
Analysis
(3)
Learning Types Β· Deep Learning
(3)
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(3)
Application Areas
(2)
Core AI Β· Computer Vision
(2)
Learning Types Β· Machine Learning
(2)
Data Science & Analytics
(1)
Generation
(1)
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(1)
Keywords
multimodal learning
(2)
multimodal large language model
(2)
contrastive learning
(1)
semi-supervised learning
(1)
variational inference
(1)
visual perception
(1)
model robustness
(1)
diffusion model
(1)
decision tree
(1)
face recognition
(1)
image editing
(1)
deepfake detection
(1)
signal-to-noise ratio
(1)
monte carlo tree search
(1)
clustering algorithm
(1)
embedding space
(1)
data stream
(1)
benchmark dataset
(1)
adversarial learning
(1)
representation learning
(1)
Papers
AVFakeBench: A Comprehensive Audio-Video Forgery Detection Benchmark for AV-LMMs
CVPR 2026
MERLIN: Building Low-SNR Robust Multimodal LLMs for Electromagnetic Signals
CVPR 2026
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
Class-Specific Semantic Generation and Reconstruction Learning for Open Set Recognition
IJCAI 2024
InstaStyle: Inversion Noise of a Stylized Image is Secretly a Style Adviser
ECCV 2024
Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner
NeurIPS 2024
QAGait: Revisit Gait Recognition from a Quality Perspective
AAAI 2024
Learning-to-Rank Meets Language: Boosting Language-Driven Ordering Alignment for Ordinal Classification
NeurIPS 2023
Pluralistic Aging Diffusion Autoencoder
ICCV 2023
Hierarchical Face Aging through Disentangled Latent Characteristics
ECCV 2020
M2FPA: A Multi-Yaw Multi-Pitch High-Quality Dataset and Benchmark for Facial Pose Analysis
ICCV 2019
Mining Recurring Concept Drifts with Limited Labeled Streaming Data
ACML 2010