Why Do We Need Bilateral Control? - In View Of Energy Consumption. - Taiyi Wang; Yajun Fang; Berthold K. P. Horn (UV, 2018)

Solving Maximal Stable Set Problem via Deep Reinforcement Learning. - Taiyi Wang; Jiahao Shi (ICAART (2), 2021)

COAX: Correlation-Aware Indexing. - Ali Hadian 001; Behzad Ghaffari; Taiyi Wang; Thomas Heinis (ICDEW, 2023)

Exploring the mechanism of acupuncture for ulcerative colitis based on network pharmacology techniques. - Xinyu Cui; Yifeng Wang; Taiyi Wang (BIC, 2024)

IA2: Leveraging Instance-Aware Index Advisor with Reinforcement Learning for Diverse Workloads. - Taiyi Wang; Eiko Yoneki (EuroMLSys@EuroSys, 2024)

Learned Graph Rewriting with Equality Saturation: A New Paradigm in Relational Query Rewrite and Beyond. - George-Octavian Barbulescu; Taiyi Wang; Zak Singh; Eiko Yoneki (CoRR, 2024)

DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agents. - Taiyi Wang; Zhihao Wu; Jianheng Liu; Jianye Hao; Jun Wang 012; Kun Shao (CoRR, 2024)

OCMDP: Observation-Constrained Markov Decision Process. - Taiyi Wang; Jianheng Liu; Bryan Lee; Zhihao Wu; Yu Wu (CoRR, 2024)

DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agent. - Taiyi Wang; Zhihao Wu; Jianheng Liu; Jianye Hao; Jun Wang 012; Kun Shao (ICLR, 2025)

ThunderServe: High-performance and Cost-efficient LLM Serving in Cloud Environments. - Youhe Jiang; Fangcheng Fu; Xiaozhe Yao; Taiyi Wang; Bin Cui 001; Ana Klimovic; Eiko Yoneki (CoRR, 2025)

A New Paradigm in Tuning Learned Indexes: A Reinforcement Learning Enhanced Approach. - Taiyi Wang; Liang Liang; Guang Yang 044; Thomas Heinis; Eiko Yoneki (Proc. ACM Manag. Data, 2025)

AutoIndexer: A Reinforcement Learning-Enhanced Index Advisor Towards Scaling Workloads. - Taiyi Wang; Eiko Yoneki (CoRR, 2025)