(~: equal contribution, *:corresponding author)

Journal Paper

• Search Multilayer Perceptron-Based Fusion for Efficient and Accurate Siamese Tracking
  IEEE Transactions on Cognitive and Developmental Systems (TCDS)
  Tianqi Shen, Huakao Lin, Ning An*
  

Conference Paper

• Topology-Aware 3D Gaussian Splatting: Leveraging Persistent Homology for Optimized Structural Integrity
  39th AAAI Conference on Artificial Intelligence 2025 (AAAI-25), Oral presentation
  Tianqi Shen, Shaohua Liu, Jiaqi Feng, Ziye Ma, Ning An
  

Arxiv Preprint

• Towards Understanding the Power and Limits of the Muon Optimizer: A River-Valley Perspective
  Tianqi Shen~, Runze Shi~, Jinji Yang, Jianhao Ma, Jiaye Teng, Ziye Ma*
  

• Escaping Local Minima Provably in Non-convex Matrix Sensing: A Deterministic Framework via Simulated Lifting
  Tianqi Shen, Jinji Yang, Junze He~, Kunhan Gao~, Zeyu Zheng, Ziye Ma*
  

Patent

• 一种应用于机动平台的嵌入式孪生网络实时跟踪方法
  CN113850189B
  张弘, 沈天琦, 杨一帆, 袁丁, 李旭亮, 宋剑波
  

Degree Thesis

• Research on Key Techniques for Correlation Operations in Siamese Network Object Tracking Algorithms
  Tianqi Shen (Advisors: Prof. Hong Zhang and Prof. Ding Yuan)
  

• Development of a Vision-Based Autonomous Landing System for a Quadrotor UAV
  Tianqi Shen (Advisors: Prof. Ran Zhang and Prof. Huifeng Li)