Qingjiang Shi
5 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICLR (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
optimization algorithm
(2)
continuous optimization
(1)
neural network theory
(1)
gradient descent
(1)
linear programming
(1)
quadratic program
(1)
long short-term memory
(1)
nonlinear programming
(1)
interior point method
(1)
graph neural network
(1)
neural network
(1)
polylogarithmic depth
(1)
constant width
(1)
neural network optimization
(1)
packing lp
(1)
Papers
When GNNs meet symmetry in ILPs: an orbit-based feature augmentation approach
ICLR 2025
Towards Explaining the Power of Constant-depth Graph Neural Networks for Structured Linear Programming
ICLR 2025
ROS: A GNN-based Relax-Optimize-and-Sample Framework for Max-$k$-Cut Problems
ICML 2025
On the Power of Small-size Graph Neural Networks for Linear Programming
NIPS 2024
IPM-LSTM: A Learning-Based Interior Point Method for Solving Nonlinear Programs
NIPS 2024