Yiping Wang
8 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🏆 Grand Slam
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The Questioner
Venues
Top co-authors
Research topics
Keywords
training dynamics
(2)
vision-language model
(2)
representation learning
(1)
stochastic gradient descent
(1)
multi-task learning
(1)
self-attention mechanism
(1)
attention mechanism
(1)
data selection
(1)
event understanding
(1)
multimodal learning
(1)
natural language understanding
(1)
human-robot interaction
(1)
sparse regularization
(1)
neural network dynamics
(1)
phase transition
(1)
video generation
(1)
next-token prediction
(1)
contrastive learning
(1)
transformer architecture
(1)
active learning
(1)
Papers
FloE: On-the-Fly MoE Inference on Memory-constrained GPU
ICML 2025
Infer Human’s Intentions Before Following Natural Language Instructions
AAAI 2025
Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation
CVPR 2025
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning
NeurIPS 2024
JoMA: Demystifying Multilayer Transformers via Joint Dynamics of MLP and Attention
ICLR 2024
Improved Active Multi-Task Representation Learning via Lasso
ICML 2023
Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer
NeurIPS 2023
C-Mixup: Improving Generalization in Regression
NeurIPS 2022