Enming Liang

13 papers A* 6Journal 3Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A* conf
DFF: Decision-Focused Fine-Tuning for Smarter Predict-Then-Optimize with Limited Data.
AAAI
Jiaqi Yang, Enming Liang, Zicheng Su, Zhichao Zou, Peng Zhen, Jiecheng Guo, Wanjing Ma, Kun An
2025 J jnl
DFF: Decision-Focused Fine-tuning for Smarter Predict-then-Optimize with Limited Data.
CoRR
Jiaqi Yang, Enming Liang, Zicheng Su, Zhichao Zou, Peng Zhen, Jiecheng Guo, Wanjing Ma, Kun An
2025 A* conf
Efficient Bisection Projection to Ensure Neural-Network Solution Feasibility for Optimization over General Set.
ICML
Enming Liang, Minghua Chen
2025 — conf
Solving Chance-Constrained AC-OPF Problem by Neural Network with Bisection-based Projection.
e-Energy
Enming Liang, Min Zhou, Jiawei Zhao, Minghua Chen
2024 A* conf
Characterizing ResNet's Universal Approximation Capability.
ICML
Chenghao Liu, Enming Liang, Minghua Chen
2024 A* conf
Generative Learning for Solving Non-Convex Problem with Multi-Valued Input-Solution Mapping.
ICLR
Enming Liang, Minghua Chen
2024 J jnl
Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Constrained Optimization.
J. Mach. Learn. Res.
Enming Liang, Minghua Chen, Steven H. Low
2024 — conf
Solving Chance-Constrained AC-OPF Problems by Neural Network with Probabilistic Homeomorphic Projection.
BuildSys
Enming Liang
2023 — conf
An Approximate Dynamic Programming Approach to Vehicle Dispatching and Relocation Using Time-Dependent Travel Times.
ITSC
Yunping Huang, Nan Zheng, Enming Liang, Shu-Chien Hsu, Renxin Zhong
2023 A* conf
Low Complexity Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Optimization over (Non-)Convex Set.
ICML
Enming Liang, Minghua Chen, Steven H. Low
2022 J jnl
An Integrated Reinforcement Learning and Centralized Programming Approach for Online Taxi Dispatching.
IEEE Trans. Neural Networks Learn. Syst.
Enming Liang, Kexin Wen, William H. K. Lam, Agachai Sumalee, Renxin Zhong
2022 A* conf
OAM: An Option-Action Reinforcement Learning Framework for Universal Multi-Intersection Control.
AAAI
Enming Liang, Zicheng Su, Chilin Fang, Renxin Zhong
2022 — conf
Real-time multi-resource jointed scheduling of container terminals with uncertainties using a reinforcement learning approach.
ASCC
Renxin Zhong, Kexin Wen, Chilin Fang, Enming Liang