Tianyu Wang | 王天宇

I am currently a second-year Ph.D. student majoring in Biomedical Engineering at Institute of Science and Technology for Brain-Inspired Intelligence (ISTBI), Fudan University. I am honored to be advised by Prof. Yanwei Fu and Prof. Shouyan Wang. Previously, I received the Bachelor's degree (June 2022) in Software Engineering from Nanjing University of Information Science and Technology (NUIST), under the supervision of Prof. Xiaolong Xu.

My research interests span Embodied Intelligence and Computational Neuroscience, e.g., robotic manipulation based on 3D computer vision, unified modeling of cognition and behavior. At present, I devote to enhancing the robotic perception capabilities through 3D reconstruction.

In recent years, I would like to thank Dr. Haitao Lin and Dr. Xuelin Qian for their support during my research, as well as my co-workers.
Email: tywang22@m.fudan.edu.cn

News

Research

* denotes equal contribution

HOP: Heterogeneous Topology-based Multimodal Entanglement for Co-Speech Gesture Generation

Hongye Cheng*, Tianyu Wang*, Guangsi Shi, Zexing Zhao, Yanwei Fu
CVPR 2025
Webpage  •   Paper  •   Code

CAP-Net: A Unified Network for 6D Pose and Size Estimation of Categorical Articulated Parts from a Single RGB-D Image

Jingshun Huang*, Haitao Lin*, Tianyu Wang, Yanwei Fu, Xiangyang Xue, Yi Zhu
CVPR 2025
Webpage  •   Paper  •   Code

You Only Estimate Once: Unified, One-stage, Real-Time Category-level Articulated Object 6D Pose Estimation for Robotic Grasping

Jingshun Huang, Haitao Lin, Tianyu Wang, Yanwei Fu, Yu-Gang Jiang, Xiangyang Xue
ICRA 2025
Webpage  •   Paper  •   Code

TaMMa: Target-driven Multi-subscene Mobile Manipulation

Jiawei Hou*, Tianyu Wang*, Tongying Pan*, Shouyan Wang, Xiangyang Xue, Yanwei Fu
CoRL 2024
Webpage  •   Paper  •   Code

Fast-UMI: A Scalable and Hardware-Independent Universal Manipulation Interface

Ziniu Wu*, Tianyu Wang*, Zhaxizhuoma*, Chuyue Guan, Zhongjie Jia, Dong Wang, Nieqing Cao, Yan Ding, Bin Zhao, Xuelong Li
Pre-print 2024
Webpage  •   Paper  •   Supplementary (released)  •   Code

Polaris: Open-ended Interactive Robotic Manipulation via Syn2Real Visual Grounding and Large Language Models

Tianyu Wang, Haitao Lin, Junqiu Yu, Yanwei Fu
IROS 2024 (Oral Pitch)
Webpage  •   Paper  •   Code

WALL-E: Embodied Robotic WAiter Load Lifting with Large Language Models

Tianyu Wang, Yifan Li, Haitao Lin, Jingshun Huang, Xiangyang Xue, Yanwei Fu
Pre-print 2023
Webpage  •   Paper  •   Code

Projects

TeaBot

TeaBot backed by LeRobot: The core action sequence of making tea, including pouring tea leaves, adding water, and stirring, is attempted using a general robotic arm.
Third prize in the first Global Lerobot Embodied Intelligence Hackathon, hosted by Seeed Studio - 2025

Experience

Fudan University (FDU)

2022.09 - Present  •  Postgraduate student

Research Advisor: Prof. Yanwei Fu & Prof. Shouyan Wang

Shanghai AI Laboratory

2024.08 - 2024.11  •  Research Intern

Mentor: Dr. Yan Ding

YOFO Robot

2022.10 - 2023.03  •  R&D Intern

Mentor: Dr. Zhenfeng Sun (CEO of YOFO Robot)

University of Cambridge

2019.01 - 2019.03  •  Visiting student at Hughes Hall

Cambridge Future Scientists Winter Programme

Programme Advisor: Dr. Li Peng

Nanjing University of Information Science and Technology (NUIST)

2018.09 - 2022.06  •  Undergraduate student

GPA ranking: 2/163

Research Advisor: Prof. Xiaolong Xu

Selected Awards and Honors

© 2025 Tianyu Wang