Yang Tian

Yang Tian

Shanghai Jiao Tong University

Hi! I’m Yang Tian (Chinese name: 田扬), a first-year Master’s student at Shanghai Jiao Tong University.

My research focuses on AI Agent and Multimodal Large Language Models, with an interest in building intelligent systems that can understand and reason across text and visual information.

I’m always open to discussions and collaborations—please feel free to reach out via email if our interests align!

🔥 News

  • 2025.06: 🎉🎉 One paper was accepted to ICCV 2025.

📝 Publications

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[arXiv] PBSD: Privileged Bayesian Self-Distillation for Long-Horizon Credit Assignment. Yang Tian, Rui Wang, Xumeng Wen, Junjie Li, Shizhao Sun, Lei Song, Jiang Bian, Bo Zhao. Paper

[arXiv] Beyond Function Calling: Benchmarking Tool-Using Agents under Tool-Environment Unreliability. Yang Tian, Zhengpeng Shi, Bo Zhao. Paper

[arXiv] TimeScope: Towards Task-Oriented Temporal Grounding In Long Videos. Xiangrui Liu, Minghao Qin, Yan Shu, Zhengyang Liang, Yang Tian, Chen Jason Zhang, Bo Zhao, Zheng Liu. Paper

[ICCV 2025] MMCR: Benchmarking Cross-Source Reasoning in Scientific Papers. Yang Tian, Zheng Lu, Mingqi Gao, Zheng Liu, Bo Zhao. Paper

[TGRS] FPNFormer: Rethink the Method of Processing the Rotation-Invariance and Rotation-Equivariance on Arbitrary-Oriented Object Detection. Yang Tian, Mengmeng Zhang, Jinyu Li, Yangfan Li, Hong Yang, Wei Li. Code

[IGARSS 2023] Aligned Feature for Vector-Based Rotated Object Detection. Yang Tian, Jinyu Li, Mengmeng Zhang. Paper

[arXiv] Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding. Xiangrui Liu, Yan Shu, Zheng Liu, Ao Li, Yang Tian, Bo Zhao. Paper

📖 Educations

  • 2025.9 - now, School of Artificial Intelligence, Shanghai Jiao Tong University.
  • 2021.09 - 2025.06, School of Mechanical Engineering, Beijing Institute of Technology.

💻 Internships

  • 2026.04 - now, XYZ AI Lab. My time here has been unforgettable, and I wish all my friends a bright future.
  • 2025.05 - 2025.10, Lark AI, ByteDance.

🎖 Honors and Awards

  • 2021.10 None

💬 Invited Talks

  • 2021.06, None