Siat

My current research is steadily advancing into the intersections of Blockchain, DeFi, and GenAI. More specifically, I am focusing on the following research directions: Decentralized Finance (DeFi): I am exploring the underlying architecture of mainstream blockchains such as Ethereum and Bitcoin to enhance their core functionalities for building decentralized financial ecosystems. By introducing new methodologies, I aim to address existing limitations in interoperability, scalability, and user engagement. This will promote the widespread adoption and practical application of DeFi. My research focuses on ensuring the integrity and fairness of transactions within blockchain networks where I am designing frameworks to address and mitigate potential exploitative behaviors, such as Maximal Extractable Value (MEV) activities. Through detailed analysis of transaction dynamics, my objective is to propose comprehensive strategies to effectively protect DeFi transactions from manipulation risks. This will help build a more equitable, stable, and resilient financial ecosystem. Generative AI and Large Models: I am investigating the frontier of generative AI (GenAI) and large models, including Large Language Models (LLMs) and Large Multimodal Models (LMMs). My focus is on leveraging GenAI to solve complex problems in blockchain and DeFi ecosystems. By integrating GenAI technology, I aim to enhance the semantic understanding and contextual analysis of content in blockchain transactions, smart contracts, and Non-Fungible Tokens (NFTs). Through this interdisciplinary effort, my objective is to significantly improve the robustness, scalability, and operational efficiency of blockchain applications. This will contribute to the development of secure and intelligent decentralized systems, such as Web3. Web3 represents the next evolution of the internet, emphasizing decentralization, user control, and enhanced privacy. By incorporating advanced AI models, I strive to push the boundaries of what is possible in this new paradigm to foster innovation and trust in decentralized technologies.

Feb 1, 2024