News

Jun 01, 2026 New Post: I recently adapted LeJEPA’s SIGReg for L₂-normalized text embeddings. Check out the blog post to see the hypersphere math behind the fix, and how it drastically reduces the batch size needed for contrastive learning. See here.
Jan 30, 2026 My paper “Do Reasoning Models Enhance Embedding Models” is published on Arxiv! Feel free to check out the paper and the repository.
Jan 25, 2026 My paper “An Effective and Cost-Efficient Agentic Framework for Ethereum Smart Contract Auditing” is published on Arxiv, a work during the internship in Amber Group! Feel free to check out the paper.