Yuanhuiyi Lyu
14 papers · 2024–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (30) 🌍 Conference Polyglot · Silver 🤝 Dynamic Duo (11) ⚡ Prolific Year · Productive
💎
Century Club · Bronze
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Research topics
Artificial Intelligence
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Learning Types · Machine Learning
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Learning Types · Deep Learning
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Bayesian & Probabilistic
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Keywords
multimodal learning
(3)
hallucinations
(2)
multimodal large language model
(2)
semantic segmentation
(2)
large language model
(2)
object detection
(1)
image synthesis
(1)
domain adaptation
(1)
video synthesis
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action recognition
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event camera
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privacy preservation
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visual reasoning
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pseudo labeling
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diffusion model
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machine unlearning
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foundation model
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mathematical reasoning
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uncertainty estimation
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benchmark evaluation
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Papers
Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods
ACL 2026
T-Rex-Omni: Integrating Negative Visual Prompt in Generic Object Detection
AAAI 2026
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges
ACL 2025
From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers
ICCV 2025
Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models
ICML 2025
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models
ACL 2025
OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation
ICCV 2025
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning
ICML 2025
Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization
ICCV 2025
Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation
ECCV 2024
EventBind: Learning a Unified Representation to Bind Them All for Event-based Open-world Understanding
ECCV 2024
ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More
CVPR 2024
Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities
ECCV 2024
UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All
CVPR 2024