Yumeng Wang
11 papers · 2023–2026 · 8 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 Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (30) ποΈ Keyword Collector (67)
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Computer Vision
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Core Methods
(3)
Analysis
(2)
Applications Β· Natural Language Processing
(2)
Architectures
(2)
Domain-Specific
(2)
Computer Science
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Applications Β· Computer Science
(1)
Keywords
retrieval-augmented generation
(2)
direct preference optimization
(1)
deep neural network
(1)
information retrieval
(1)
multimodal learning
(1)
gaussian splatting
(1)
instance segmentation
(1)
semantic consistency
(1)
cross-lingual alignment
(1)
formal verification
(1)
visual representation learning
(1)
cell detection
(1)
multimodal retrieval
(1)
cell segmentation
(1)
question answering
(1)
language model
(1)
large multimodal model
(1)
node classification
(1)
vision-language model
(1)
benchmark evaluation
(1)
Papers
Mathematical Proof as a Litmus Test: Revealing Failure Modes of Advanced Large Reasoning Models
ACL 2026
Surgical Gaussian Surfels: Highly Accurate Real-time Surgical Scene Rendering using Gaussian Surfels
WACV 2026
ViCToR: Improving Visual Comprehension via Token Reconstruction for Pretraining LMMs
AAAI 2026
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering
NAACL 2025
End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation
EMNLP 2025
Leveraging Personalized PageRank and Higher-Order Topological Structures for Heterophily Mitigation in Graph Neural Networks
IJCAI 2025
QUIDS: Query Intent Description for Exploratory Search via Dual Space Modeling
EMNLP 2025
Region-based Cluster Discrimination for Visual Representation Learning
ICCV 2025
Unveiling the Lack of LVLM Robustness to Fundamental Visual Variations: Why and Path Forward
ACL 2025
DoNet: Deep De-Overlapping Network for Cytology Instance Segmentation
CVPR 2023
Video Object Matting via Hierarchical Space-Time Semantic Guidance
WACV 2023