Enming Liang
7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π£ Hot Topic Early Bird π Cross-Pollinator (8)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
ICML (3)
AAAI (2)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
constrained optimization
(3)
game theory
(1)
neural network optimization
(1)
bias correction
(1)
decision-focused learning
(1)
traffic signal control
(1)
option learning
(1)
limited datum
(1)
homeomorphic projection
(1)
invertible neural network
(1)
solution feasibility
(1)
multi-agent system
(1)
homeomorphic mapping
(1)
multi-intersection control
(1)
option-action framework
(1)
potential game theory
(1)
bi-lipschitz invertible network
(1)
optimality loss
(1)
feasibility guarantee
(1)
reinforcement learning
(1)
Papers
Efficient Bisection Projection to Ensure Neural-Network Solution Feasibility for Optimization over General Set
ICML 2025
DFF: Decision-Focused Fine-Tuning for Smarter Predict-Then-Optimize with Limited Data
AAAI 2025
Generative Learning for Solving Non-Convex Problem with Multi-Valued Input-Solution Mapping
ICLR 2024
Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Constrained Optimization
JMLR 2024
Characterizing ResNetβs Universal Approximation Capability
ICML 2024
Low Complexity Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Optimization over (Non-)Convex Set
ICML 2023
OAM: An Option-Action Reinforcement Learning Framework for Universal Multi-Intersection Control
AAAI 2022