default author photo

Tie-Yan Liu

Microsoft Research Asia

Beijing

China

  • Microsoft Research Asia

SCHOLARLY PAPERS

3

DOWNLOADS

94

TOTAL CITATIONS

1

Scholarly Papers (3)

Actions:
Email selected abstracts
1.

Adaptive Pattern Mining for Stochastic Constrained Combinatorial Optimisation with Causal Structure Analysis

Number of pages: 33 Posted: 15 Sep 2025
Huayan Zhang, Ruibin Bai, Jiawei Li, Huangyan Deng, Bingchen Lin, Jianfeng Ren and Tie-Yan Liu
University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China and Microsoft Research Asia
Downloads 35 (1,249,711)

Abstract:

Loading...

bin packing problem, column generation, online combinatorial optimisation, adaptive pattern mining, causal structure

2.

Pattern Based Learning and Optimisation Through Pricing for Bin Packing Problem

Number of pages: 37 Posted: 09 May 2024
Huayan Zhang, Ruibin Bai, Tie-Yan Liu, Jiawei Li, Bingchen Lin and Jianfeng Ren
University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China, Microsoft Research Asia, University of Nottingham, Ningbo - University of Nottingham Ningbo China, University of Nottingham, Ningbo - University of Nottingham Ningbo China and University of Nottingham, Ningbo - University of Nottingham Ningbo China
Downloads 34 (1,263,436)
Citation 1

Abstract:

Loading...

online bin packing problem, patterns, column generation, combinatorial optimisation, uncertainty

3.

Incorporating Node with Pre-Trained Neural Differential Operator for Learning Dynamics

Number of pages: 28 Posted: 02 Aug 2022
Shiqi Gong, Qi Meng, yue wang, Lijun Wu, Wei Chen, Zhi-Ming Ma and Tie-Yan Liu
affiliation not provided to SSRN, Microsoft Research Asia, Microsoft Research Asia, Microsoft Research Asia, affiliation not provided to SSRN, affiliation not provided to SSRN and Microsoft Research Asia
Downloads 25 (1,385,945)

Abstract:

Loading...

Neural ODE, Learning Dynamics, Neural Operator