Shida Wang
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
exponential decaying memory
(2)
multimodal large language model
(2)
state space model
(2)
visual reasoning
(1)
recurrent neural network
(1)
approximation theory
(1)
spatial reasoning
(1)
universal approximator
(1)
table reasoning
(1)
group relative policy optimization
(1)
data mixing
(1)
large language model
(1)
neural network
(1)
optimization stability
(1)
fine-grained perception
(1)
memory structure
(1)
exponential decay
(1)
layer-wise nonlinearity
(1)
differential grounding
(1)
difficulty-aware reward shaping
(1)
Papers
DiG: Differential Grounding for Enhancing Fine-Grained Perception in Multimodal Large Language Models
CVPR 2026
TableMix: Enhancing Multimodal Table Reasoning in MLLMs from a Data-Centric Perspective
CVPR 2026
Inverse Approximation Theory for Nonlinear Recurrent Neural Networks
ICLR 2024
StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization
ICML 2024
State-space models with layer-wise nonlinearity are universal approximators with exponential decaying memory
NeurIPS 2023