Taiyi Wang

According to our database, Taiyi Wang authored at least 15 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Autopoiesis: A Self-Evolving System Paradigm for LLM Serving Under Runtime Dynamics.

Youhe Jiang, Ran Yan, You Peng, Wenshuang Li, Taiyi Wang, Fangcheng Fu, Binhang Yuan

CoRR, April, 2026

A Subgoal-driven Framework for Improving Long-Horizon LLM Agents.

Taiyi Wang, Sian Gooding, Florian Hartmann, Oriana Riva, Edward Grefenstette

CoRR, March, 2026

OServe: Accelerating LLM Serving via Spatial-Temporal Workload Orchestration.

Youhe Jiang, Fangcheng Fu, Taiyi Wang, Guoliang He, Eiko Yoneki

CoRR, February, 2026

2025

AutoIndexer: A Reinforcement Learning-Enhanced Index Advisor Towards Scaling Workloads.

Taiyi Wang, Eiko Yoneki

CoRR, July, 2025

A New Paradigm in Tuning Learned Indexes: A Reinforcement Learning Enhanced Approach.

Taiyi Wang, Liang Liang, Guang Yang, Thomas Heinis, Eiko Yoneki

Proc. ACM Manag. Data, June, 2025

ThunderServe: High-performance and Cost-efficient LLM Serving in Cloud Environments.

Youhe Jiang, Fangcheng Fu, Xiaozhe Yao, Taiyi Wang, Bin Cui, Ana Klimovic, Eiko Yoneki

Proceedings of the Eighth Conference on Machine Learning and Systems, 2025

OCMDP: Observation-Constrained Markov Decision Process.

Taiyi Wang, Jianheng Liu, Bryan Lee, Zhihao Wu, Yu Wu

Proceedings of the International Joint Conference on Neural Networks, 2025

DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agent.

Taiyi Wang, Zhihao Wu, Jianheng Liu, Jianye Hao, Jun Wang, Kun Shao

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agents.

Taiyi Wang, Zhihao Wu, Jianheng Liu, Jianye Hao, Jun Wang, Kun Shao

CoRR, 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

IA2: Leveraging Instance-Aware Index Advisor with Reinforcement Learning for Diverse Workloads.

Taiyi Wang, Eiko Yoneki

Proceedings of the 4th Workshop on Machine Learning and Systems, 2024

Exploring the mechanism of acupuncture for ulcerative colitis based on network pharmacology techniques.

Xinyu Cui, Yifeng Wang, Taiyi Wang

Proceedings of the 2024 4th International Conference on Bioinformatics and Intelligent Computing, 2024

2023

COAX: Correlation-Aware Indexing.

Ali Hadian, Behzad Ghaffari, Taiyi Wang, Thomas Heinis

Proceedings of the 39th IEEE International Conference on Data Engineering, ICDE 2023, 2023

2021

Solving Maximal Stable Set Problem via Deep Reinforcement Learning.

Taiyi Wang, Jiahao Shi

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2018

Why Do We Need Bilateral Control? - In View Of Energy Consumption.

Taiyi Wang, Yajun Fang, Berthold K. P. Horn

Proceedings of the 4th International Conference on Universal Village, 2018