Publications

Huikang Liu, Yicheng Huang, Hongpei Li, Dongdong Ge, Yinyu Ye (2025). PDHCG: A Scalable First-Order Method for Large-Scale Competitive Market Equilibrium Computation. arXiv.
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Hongpei Li, Ziyan He, Yufei Wang, Wenting Tu, Shanwen Pu, Qi Deng, Dongdong Ge (2025). BenLOC: A Benchmark for Learning to Configure MIP Optimizers. arXiv.
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Hongpei Li, Han Zhang, Huikang Liu, Dongdong Ge, Yinyu Ye (2025). OptPipe: Memory- and Scheduling-Optimized Pipeline Parallelism for LLM Training.
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Hongpei Li, Hui Yuan, Han Zhang, Jianghao Lin, Dongdong Ge, Mengdi Wang, Yinyu Ye (2025). FMIP: Joint Continuous-Integer Flow For Mixed-Integer Linear Programming.
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W. Zhang, H. Li, H. Liu, D. Ge Y. Huang, Y. Ye (2025). A Restarted Primal-Dual Hybrid Conjugate Gradient Method for Large-Scale Quadratic Programming. INFORMS Journal on Computing.
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Yicheng Huang, Wanyu Zhang, Hongpei Li, Dongdong Ge, Huikang Liu, Yinyu Ye (2024). Restarted Primal-Dual Hybrid Conjugate Gradient Method for Large-Scale Quadratic Programming. arXiv.
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Hongpei Li, Han Zhang, Ziyan He, Yunkai Jia, Bo Jiang, Xiang Huang, Dongdong Ge (2024). Solving Integrated Process Planning and Scheduling Problem via Graph Neural Network Based Deep Reinforcement Learning. arXiv.
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