Shiyu Huang

Model-based Credit Assignment for Model-free Deep Reinforcement Learning

Jun Zhu, Hang Su, Dong Yan, 2020 .

Learning to Assign Credit in Reinforcement Learning by Incorporating Abstract Relations

Jun Zhu, Hang Su, Dong Yan, 2018 .

SVQN: Sequential Variational Soft Q-Learning Networks

Hang Su, Ting Chen, Jun Zhu, 2020, ICLR.

Memory-aware framework for fast and scalable second-order random walk over billion-edge natural graphs

Lei Chen, Yawen Li, Bin Cui, 2021, The VLDB Journal.

Survey on performance optimization for database systems

Shiyu Huang, Bin Cui, Yanzhao Qin, 2023, Science China Information Sciences.

Memory-Aware Framework for Efficient Second-Order Random Walk on Large Graphs

Lei Chen, Bin Cui, Shiyue Huang, 2020, SIGMOD Conference.

DBPA: A Benchmark for Transactional Database Performance Anomalies

Shiyu Huang, Bin Cui, Yaofeng Tu, 2023, Proc. ACM Manag. Data.