Dongdong Ge

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 19

Top Topics

Markov Decision Process

Penalty Functions

Top Venues

Publications

Zhengyang Tang, Chenyu Huang, Xin Zheng, Shixi Hu, Zizhuo Wang, Dongdong Ge, Benyou Wang
ORLM: Training Large Language Models for Optimization Modeling. CoRR (2024)
Jinsong Liu, Chenghan Xie, Qi Deng, Dongdong Ge, Yinyu Ye
Sketched Newton Value Iteration for Large-Scale Markov Decision Processes. AAAI (2024)
Chenghan Xie, Chenxi Li, Chuwen Zhang, Qi Deng, Dongdong Ge, Yinyu Ye
Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness. AAAI (2024)
Tianhao Liu, Shanwen Pu, Dongdong Ge, Yinyu Ye
Learning to Pivot as a Smart Expert. AAAI (2024)
Wenzhi Gao, Chunlin Sun, Chenyu Xue, Dongdong Ge, Yinyu Ye
Decoupling Learning and Decision-Making: Breaking the O(√T) Barrier in Online Resource Allocation with First-Order Methods. CoRR (2024)
Yanguang Chen, Wenzhi Gao, Dongdong Ge, Yinyu Ye
Pre-trained Mixed Integer Optimization through Multi-variable Cardinality Branching. CoRR (2023)
Jiyuan Tan, Chenyu Xue, Chuwen Zhang, Qi Deng, Dongdong Ge, Yinyu Ye
A Homogenization Approach for Gradient-Dominated Stochastic Optimization. CoRR (2023)
Wenzhi Gao, Dongdong Ge, Chunlin Sun, Yinyu Ye
Solving Linear Programs with Fast Online Learning Algorithms. ICML (2023)
Jinsong Liu, Chenghan Xie, Qi Deng, Dongdong Ge, Yinyu Ye
Stochastic Dimension-reduced Second-order Methods for Policy Optimization. CoRR (2023)
Wenzhi Gao, Dongdong Ge, Yinyu Ye
HDSDP: Software for Semidefinite Programming. CoRR (2022)
Chuwen Zhang, Dongdong Ge, Bo Jiang, Yinyu Ye
DRSOM: A Dimension Reduced Second-Order Method and Preliminary Analyses. CoRR (2022)
Hengle Qin, Jun Xiao, Dongdong Ge, Linwei Xin, Jianjun Gao, Simai He, Haodong Hu, John Gunnar Carlsson
JD.com: Operations Research Algorithms Drive Intelligent Warehouse Robots to Work. INFORMS J. Appl. Anal. 52 (1) (2022)
Dongdong Ge, Qi Huangfu, Zizhuo Wang, Jian Wu, Yinyu Ye
Cardinal Optimizer (COPT) User Guide. CoRR (2022)
Dongdong Ge, Haoyue Wang, Zikai Xiong, Yinyu Ye
Interior-Point Methods Strike Back: Solving the Wasserstein Barycenter Problem. NeurIPS (2019)
Xiaofeng Gao, Dongdong Ge
Preface: Special Issue on the Annual International Conference on Combinatorial Optimization and Applications (COCOA). Theor. Comput. Sci. 788 (2019)
Yichuan Ding, Dongdong Ge, Simai He, Christopher Thomas Ryan
A Nonasymptotic Approach to Analyzing Kidney Exchange Graphs. Oper. Res. 66 (4) (2018)
Tian Xie, Dongdong Ge
A tractable discrete fractional programming: application to constrained assortment optimization. J. Comb. Optim. 36 (2) (2018)
Dongdong Ge, Rongchuan He, Simai He
minimization problem. Math. Program. 166 (1-2) (2017)
Yichen Chen, Dongdong Ge, Mengdi Wang, Zizhuo Wang, Yinyu Ye, Hao Yin
Strong NP-Hardness for Sparse Optimization with Concave Penalty Functions. ICML (2017)
Dongdong Ge, Zizhuo Wang, Yinyu Ye, Hao Yin
Strong NP-Hardness Result for Regularized $L_q$-Minimization Problems with Concave Penalty Functions. CoRR (2015)
Yichuan Ding, Dongdong Ge, Simai He, Christopher Thomas Ryan
A Non-asymptotic Approach to Analyzing Kidney Exchange Graphs. EC (2015)
Dongdong Ge, Guohua Wan, Zizhuo Wang, Jiawei Zhang
A Note on Appointment Scheduling with Piecewise Linear Cost Functions. Math. Oper. Res. 39 (4) (2014)
Dongdong Ge, Zizhuo Wang, Lai Wei, Jiawei Zhang
An Improved Algorithm for Fixed-Hub Single Allocation Problem. CoRR (2014)
Xiaojun Chen, Dongdong Ge, Zizhuo Wang, Yinyu Ye
Complexity of unconstrained $$L_2-L_p$$ minimization. Math. Program. 143 (1-2) (2014)
Ning Dong, Dongdong Ge, Martin Fischer, Zuhair Haddad
A genetic algorithm-based method for look-ahead scheduling in the finishing phase of construction projects. Adv. Eng. Informatics 26 (4) (2012)
Yichuan Ding, Dongdong Ge, Henry Wolkowicz
On Equivalence of Semidefinite Relaxations for Quadratic Matrix Programming. Math. Oper. Res. 36 (1) (2011)
Xiaojun Chen, Dongdong Ge, Zizhuo Wang, Yinyu Ye
Complexity of Unconstrained L_2-L_p Minimization CoRR (2011)
Dongdong Ge, Simai He, Yinyu Ye, Jiawei Zhang
Geometric rounding: a dependent randomized rounding scheme. J. Comb. Optim. 22 (4) (2011)
Dongdong Ge, Xiaoye Jiang, Yinyu Ye
minimization. Math. Program. 129 (2) (2011)
Michael A. Bender, Gerth Stølting Brodal, Rolf Fagerberg, Dongdong Ge, Simai He, Haodong Hu, John Iacono, Alejandro López-Ortiz
The Cost of Cache-Oblivious Searching. Algorithmica 61 (2) (2011)
Michael A. Bender, Dongdong Ge, Simai He, Haodong Hu, Ron Y. Pinter, Steven Skiena, Firas Swidan
Improved bounds on sorting by length-weighted reversals. J. Comput. Syst. Sci. 74 (5) (2008)
Firas Swidan, Michael A. Bender, Dongdong Ge, Simai He, Haodong Hu, Ron Y. Pinter
Sorting by Length-Weighted Reversals: Dealing with Signs and Circularity. CPM (2004)
Michael A. Bender, Dongdong Ge, Simai He, Haodong Hu, Ron Y. Pinter, Steven Skiena, Firas Swidan
Improved bounds on sorting with length-weighted reversals. SODA (2004)
Michael A. Bender, Gerth Stølting Brodal, Rolf Fagerberg, Dongdong Ge, Simai He, Haodong Hu, John Iacono, Alejandro López-Ortiz
The Cost of Cache-Oblivious Searching. FOCS (2003)
Esther M. Arkin, Michael A. Bender, Dongdong Ge
Improved approximation algorithms for the freeze-tag problem. SPAA (2003)