Fangzhou Zhu
5 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Optimization
(1)
Representation
(1)
Keywords
combinatorial optimization
(2)
unsupervised learning
(1)
reinforcement learning
(1)
knowledge distillation
(1)
transformer
(1)
branch and bound
(1)
integer linear programming
(1)
bipartite graph
(1)
neural solver
(1)
differentiable optimization
(1)
uncertainty estimation
(1)
mixed integer linear programming
(1)
beam search
(1)
process reward
(1)
mathematical modeling
(1)
process reward model
(1)
symbolic discovery
(1)
symbolic policy
(1)
tree of thought
(1)
tree-of-thought reasoning
(1)
Papers
Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming
ICLR 2025
BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving
ACL 2025
Differentiable Integer Linear Programming
ICLR 2025
Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework
ICLR 2024
Towards General Algorithm Discovery for Combinatorial Optimization: Learning Symbolic Branching Policy from Bipartite Graph
ICML 2024