Yi Jiang

A Robust Mechanism for Robot Team Formation

2017

With the development of AI, the job of robots became more complex and diversified, due to the limited capacity of a single robot, multiple robots cooperation is used to accomplish complex tasks. Based on the …

A Novel Pricing Mechanism for User Coalition in Blockchain

2020 · Wireless Communications and Mobile Computing

As the blockchain platform is widely used as a new trading way, both participants and transaction volume in the blockchain projects have been growing by leaps and bounds. The generic mechanisms of ranking transaction priorities …

Optimizing Niche Center for Multimodal Optimization Problems

2021 · IEEE Transactions on Cybernetics

Many real-world optimization problems require searching for multiple optimal solutions simultaneously, which are called multimodal optimization problems (MMOPs). For MMOPs, the algorithm is required both to enlarge population diversity for locating more global optima and …

Efficiency for Free: Ideal Data Are Transportable Representations

2024 · arXiv (Cornell University)

Data, the seminal opportunity and challenge in modern machine learning, currently constrains the scalability of representation learning and impedes the pace of model evolution. In this work, we investigate the efficiency properties of data from …