Qingjiang Shi

5 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

ICLR (2) NeurIPS (2) ICML (1)

Top co-authors

Qian Li (3) Akang Wang (3) Ruoyu Sun (3) Tian Ding (2) Minghui Ouyang (2) Jianghua Wu (1) Qian Chen (1) Xiaodong Luo (1) Yiheng Wang (1) Zhi-Quan Luo (1)

Research topics

Deep Learning (5) Machine Learning (5) Architectures (5) Optimization & Theory (4) Knowledge & Reasoning (1) Mathematics & Optimization (1) Application Areas (1) Core Methods (1) Optimization (1) Representation (1) Techniques (1)

Keywords

graph neural network (4) optimization algorithm (2) linear programming (2) gradient descent (1) integer linear programming (1) quadratic program (1) expressive power (1) long short-term memory (1) distributed algorithm (1) feature augmentation (1) nonlinear programming (1) interior point method (1) permutation symmetry (1) symmetry group (1) neural network (1) average-case analysis (1) constant depth (1) poly-logarithmic depth (1) constant width (1) packing lp (1)

Papers

ROS: A GNN-based Relax-Optimize-and-Sample Framework for Max-k-Cut Problems ICML 2025 Towards Explaining the Power of Constant-depth Graph Neural Networks for Structured Linear Programming ICLR 2025 When GNNs meet symmetry in ILPs: an orbit-based feature augmentation approach ICLR 2025 IPM-LSTM: A Learning-Based Interior Point Method for Solving Nonlinear Programs NeurIPS 2024 On the Power of Small-size Graph Neural Networks for Linear Programming NeurIPS 2024