Qingsong Wang
8 papers · 2023–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (13)
π
Renaissance Researcher
(6)
π
Keyword Champion
(2)
Conferences
ICML (3)
AAAI (1)
AISTATS (1)
CVPR (1)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
graph neural network
(2)
monotone operator
(2)
stochastic gradient descent
(2)
matrix factorization
(1)
variance reduction
(1)
preference learning
(1)
nonconvex optimization
(1)
convergence analysis
(1)
message passing
(1)
fourier decomposition
(1)
node classification
(1)
user modeling
(1)
optimization theory
(1)
nonsmooth optimization
(1)
convergence rate
(1)
text generation
(1)
multimodal large language model
(1)
frequency domain
(1)
retrieval-augmented generation
(1)
vision transformer
(1)
Papers
Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation
EMNLP 2025
Non-Natural Image Understanding with Advancing Frequency-based Vision Encoders
CVPR 2025
Elucidating Flow Matching ODE Dynamics via Data Geometry and Denoisers
ICML 2025
Efficient Score Matching with Deep Equilibrium Layers
ICLR 2024
Monotone Operator Theory-Inspired Message Passing for Learning Long-Range Interaction on Graphs
AISTATS 2024
A Bregman Proximal Stochastic Gradient Method with Extrapolation for Nonconvex Nonsmooth Problems
AAAI 2024
Momentum Ensures Convergence of SIGNSGD under Weaker Assumptions
ICML 2023
Implicit Graph Neural Networks: A Monotone Operator Viewpoint
ICML 2023