Zijie Geng
10 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13)
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Keyword Pioneer
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Grand Slam
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Triple Crown
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Keyword Champion
(2)
π
Century Club
(10)
Conferences
ICLR (5)
NIPS (3)
AAAI (1)
ICML (1)
Top co-authors
Keywords
combinatorial optimization
(3)
instance generation
(2)
mixed-integer linear programming
(2)
generative model
(1)
variational autoencoder
(1)
neural operator
(1)
mixed-integer programming
(1)
krylov subspace method
(1)
mixed-integer linear program
(1)
graph neural network
(1)
solution prediction
(1)
solver performance
(1)
mixed integer linear program
(1)
block structure decomposition
(1)
constraint coefficient matrix
(1)
block structure
(1)
block decomposition
(1)
constraint matrix
(1)
linear system solving
(1)
subspace prediction
(1)
Papers
CoCo-MILP: Inter-Variable Contrastive and Intra-Constraint Competitive MILP Solution Prediction
AAAI 2026
Differentiable Integer Linear Programming
ICLR 2025
LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement
ICLR 2025
Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming
ICLR 2025
Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling
ICLR 2024
Reinforcement Learning within Tree Search for Fast Macro Placement
ICML 2024
MILP-StuDio: MILP Instance Generation via Block Structure Decomposition
NIPS 2024
Neural Krylov Iteration for Accelerating Linear System Solving
NIPS 2024
A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability
NIPS 2023
De Novo Molecular Generation via Connection-aware Motif Mining
ICLR 2023