https://caiyf03.github.io/tags/drug-discovery/Drug DiscoveryHugoBlox Kit (https://hugoblox.com)en-usThu, 01 Sep 2022 00:00:00 +0000https://caiyf03.github.io/media/icon_hu_702a800cd775dbac.pnghttps://caiyf03.github.io/tags/drug-discovery/https://caiyf03.github.io/internships/shiye/Thu, 01 Sep 2022 00:00:00 +0000https://caiyf03.github.io/internships/shiye/<h2 id="overview">Overview</h2> <p><strong>Research Member</strong> -ShanghaiTech University, 2022 – 2025*</p> <h3 id="generative-modeling-research">Generative Modeling Research</h3> <ul> <li>Conducted research on diffusion-based generative models for image synthesis, image restoration, and controllable generation.</li> <li>Participated in projects spanning computer vision and small-molecule generation under structured optimization objectives.</li> <li>Explored model architecture design, training strategies, and generation-quality enhancement techniques.</li> </ul> <h3 id="academic-research-workflow">Academic Research Workflow</h3> <ul> <li>Participated in the complete lifecycle of top-tier conference publications, including literature review, problem formulation, model design, experimentation, and manuscript preparation.</li> <li>Co-authored a peer-reviewed publication as the third author.</li> <li>Accumulated three years of continuous research experience in generative modeling and deep learning.</li> </ul> <h3 id="experimental-development">Experimental Development</h3> <ul> <li>Reproduced and extended recent research papers in diffusion models and generative learning.</li> <li>Designed model improvements and conducted hyperparameter optimization for training stability and generation quality.</li> <li>Performed systematic analysis of model convergence behavior and output fidelity.</li> </ul> <hr>