Tootfinder

This https://arxiv.org/abs/2504.00035 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csCR_…

MiZero: The Shadowy Defender Against Text Style Infringements
In-Context Learning (ICL) and efficient fine-tuning methods significantly enhanced the efficiency of applying Large Language Models (LLMs) to downstream tasks. However, they also raise concerns about the imitation and infringement of personal creative data. Current methods for data copyright protection primarily focuses on content security but lacks effectiveness in protecting the copyrights of text styles. In this paper, we introduce a novel implicit zero-watermarking scheme, namely MiZero. Th…

This https://arxiv.org/abs/2505.07286 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_qbi…

Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule
Structure-Based Drug Design (SBDD) is crucial for identifying bioactive molecules. Recent deep generative models are faced with challenges in geometric structure modeling. A major bottleneck lies in the twisted probability path of multi-modalities -- continuous 3D positions and discrete 2D topologies -- which jointly determine molecular geometries. By establishing the fact that noise schedules decide the Variational Lower Bound (VLB) for the twisted probability path, we propose VLB-Optimal Sche…

I'm supervising a group of six 3rd year BSc students in a project inspired by the paper "Responsibility Under Uncertainty: Which Climate Decisions Matter Most?" https://link.springer.com/article/10.1007/s10666-022-09867-w
The project description is availa…