Zhenan Fan
8 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5) π Cross-Pollinator (11)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
COLING (2)
ICLR (2)
ICML (2)
AAAI (1)
AISTATS (1)
Top co-authors
Keywords
graph neural network
(2)
in-context learning
(1)
convergence analysis
(1)
composite optimization
(1)
column generation
(1)
linear programming
(1)
coordinate descent
(1)
sparse optimization
(1)
greedy algorithm
(1)
hidden state
(1)
mixed integer linear programming
(1)
evaluation metric
(1)
demonstration retrieval
(1)
graph edit distance
(1)
math word problem
(1)
cut generation
(1)
simplex method
(1)
initial basis selection
(1)
large language model
(1)
constraint classification
(1)
Papers
Learn2Aggregate: Supervised Generation of Chvatal-Gomory Cuts Using Graph Neural Networks
AAAI 2025
DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning
COLING 2025
Efficiently Serving Large Multimodal Models Using EPD Disaggregation
ICML 2025
Fair and Efficient Contribution Valuation for Vertical Federated Learning
ICLR 2024
Towards Human-aligned Evaluation for Linear Programming Word Problems
COLING 2024
Smart Initial Basis Selection for Linear Programs
ICML 2023
Fast convergence of stochastic subgradient method under interpolation
ICLR 2021
Greed Meets Sparsity: Understanding and Improving Greedy Coordinate Descent for Sparse Optimization
AISTATS 2020