Xijun Li
10 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 👑 Triple Crown
⚡
Prolific Year
(5)
💎
Century Club
(10)
Conferences
ICLR (6)
ICML (2)
NIPS (2)
Top co-authors
Keywords
instance generation
(2)
combinatorial optimization
(2)
generative model
(1)
variational autoencoder
(1)
mixed-integer linear programming
(1)
mixed-integer programming
(1)
mixed-integer linear program
(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)
graph representation
(1)
Papers
Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming
ICLR 2025
Differentiable Integer Linear Programming
ICLR 2025
Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework
ICLR 2024
L2P-MIP: Learning to Presolve for Mixed Integer Programming
ICLR 2024
A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design
ICML 2024
MILP-StuDio: MILP Instance Generation via Block Structure Decomposition
NIPS 2024
Towards General Algorithm Discovery for Combinatorial Optimization: Learning Symbolic Branching Policy from Bipartite Graph
ICML 2024
ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs
ICLR 2023
A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability
NIPS 2023
Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model
ICLR 2023