https://sungjepark.com/Recent content in Sungje Park | Machine Learning & Safe Autonomy on Sungje ParkHugoen-ushttps://sungjepark.com/updates/Mon, 01 Jan 0001 00:00:00 +0000https://sungjepark.com/updates/<div class="update-panel"> <article class="update-item"> <div class="update-meta"> <span class="update-date">Dec 2026</span> <span class="update-label">talk</span><span class="update-status">Upcoming</span> </div> <div class="update-body"> <div class="update-heading"> <h2 class="update-title">Presenting STEER2REACH at CDC 2026</h2> <a class="update-title-link" href="https://arxiv.org/abs/2608.11480" target="_blank" rel="noopener noreferrer" aria-label="Paper: Presenting STEER2REACH at CDC 2026">Paper</a> </div> <div class="update-description">I will present Steer2Reach in the invited session &ldquo;Safety Filters for Autonomous Systems II&rdquo; at CDC 2026.</div> </div> </article> <article class="update-item"> <div class="update-meta"> <span class="update-date">Oct 2026</span> <span class="update-label">poster</span> </div> <div class="update-body"> <div class="update-heading"> <h2 class="update-title">USC Ming Hsieh ECE 20th Naming Anniversary</h2> <a class="update-title-link" href="https://sungjepark.com/files/steer2reach_poster.pdf" target="_blank" rel="noopener noreferrer" aria-label="Poster: USC Ming Hsieh ECE 20th Naming Anniversary">Poster</a> </div> <div class="update-description">I presented Steer2Reach at the department&rsquo;s 20th Naming Anniversary Research Festival.</div> </div> </article> <article class="update-item"> <div class="update-meta"> <span class="update-date">May 2026</span> <span class="update-label">news</span> </div> <div class="update-body"> <div class="update-heading"> <h2 class="update-title">NSF Graduate Research Fellowship</h2> <a class="update-title-link" href="https://sungjepark.com/files/nsf_grfp_research_plan.pdf" target="_blank" rel="noopener noreferrer" aria-label="Research Plan: NSF Graduate Research Fellowship">Research Plan</a> </div> <div class="update-description">I received the NSF GRFP Fellowship to support my research in ML for safe autonomy.</div> </div> </article> <article class="update-item"> <div class="update-meta"> <span class="update-date">Dec 2025</span> <span class="update-label">paper</span> </div> <div class="update-body"> <div class="update-heading"> <h2 class="update-title">NeurIPS 2025 Spotlight</h2> <a class="update-title-link" href="https://neurips.cc/virtual/2025/loc/san-diego/poster/116412" target="_blank" rel="noopener noreferrer" aria-label="Paper: NeurIPS 2025 Spotlight">Paper</a> </div> <div class="update-description">I presented our work on integration schemes for BSDE-based deep PDE solvers at NeurIPS 2025.</div> </div> </article> </div>