Zijie Geng
10 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (19) π Conference Polyglot Β· Bronze π£ Hot Topic Early Bird π Triple Crown
π
Grand Slam
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(6)
Optimization & Theory
(5)
Architectures
(4)
Learning Types
(4)
Mathematics & Optimization
(3)
Core Methods
(3)
Models
(3)
Optimization
(3)
Application Areas
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Reinforcement Learning
(1)
Applications
(1)
Core AI
(1)
Keywords
combinatorial optimization
(4)
mixed integer linear programming
(3)
macro placement
(2)
instance generation
(2)
graph neural network
(2)
neural operator
(2)
graph representation
(1)
sample efficiency
(1)
representation learning
(1)
tree search
(1)
variational autoencoder
(1)
neural solver
(1)
differentiable optimization
(1)
uncertainty estimation
(1)
generative model
(1)
reinforcement learning
(1)
integer linear programming
(1)
molecular generation
(1)
krylov subspace
(1)
mixed integer programming
(1)
Papers
CoCo-MILP: Inter-Variable Contrastive and Intra-Constraint Competitive MILP Solution Prediction
AAAI 2026
Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming
ICLR 2025
Differentiable Integer Linear Programming
ICLR 2025
LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement
ICLR 2025
Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling
ICLR 2024
MILP-StuDio: MILP Instance Generation via Block Structure Decomposition
NeurIPS 2024
Neural Krylov Iteration for Accelerating Linear System Solving
NeurIPS 2024
Reinforcement Learning within Tree Search for Fast Macro Placement
ICML 2024
A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability
NeurIPS 2023
De Novo Molecular Generation via Connection-aware Motif Mining
ICLR 2023