PPaperPicks

Yunhao Yang

6 papers at tracked venues · 1 at CORE A* · active 2024–2025

Venues

Frequent coauthors

Ufuk Topcu
×4
Neel P. Bhatt
×2
Rohan Siva
×1
Daniel Milan
×1
Zhangyang Wang
×1
Bo Xue
×1
Yunzhi Hao
×1
Ying Li
×1
Yuanyu Wan
×1
Yuxin Hu
×1
Mao Ye
×1
Zaiwei Zhang
×1

Papers

  1. Know Where You're Uncertain When Planning with Multimodal Foundation Models: A Formal Framework
    MLSys 2025 ·
    Neel P. Bhatt
    , Yunhao Yang,
    Rohan Siva
    ,
    Daniel Milan
    ,
    Ufuk Topcu
    ,
    Zhangyang Wang
  2. Safe Online Convex Optimization with Heavy-Tailed Observation Noises
    AAAI 2025 · Yunhao Yang,
    Bo Xue
    ,
    Yunzhi Hao
    ,
    Ying Li
    ,
    Yuanyu Wan
  3. Uncertainty-Guided Enhancement on Driving Perception System Via Foundation Models
    ICRA 2025 · Yunhao Yang,
    Yuxin Hu
    ,
    Mao Ye
    ,
    Zaiwei Zhang
    ,
    Zhichao Lu
    ,
    Yi Xu
    ,
    Ufuk Topcu
    ,
    Ben Snyder
  4. Fine-Tuning Language Models Using Formal Methods Feedback: A Use Case in Autonomous Systems
    MLSys 2024 · Yunhao Yang,
    Neel P. Bhatt
    ,
    Tyler Ingebrand
    ,
    William Ward
    ,
    Steven Carr
    ,
    Atlas Wang
    ,
    Ufuk Topcu
  5. Multimodal Pretrained Models for Verifiable Sequential Decision-Making: Planning, Grounding, and Perception
    AAMAS 2024 · Yunhao Yang,
    Cyrus Neary
    ,
    Ufuk Topcu
  6. Towards Neuro-Symbolic Video Understanding
    ECCV 2024 ·
    Minkyu Choi
    ,
    Harsh Goel
    ,
    Mohammad Omama
    , Yunhao Yang,
    Sahil Shah
    ,
    Sandeep Chinchali