Xingyilang Yin
yinflow0314@gmail.com · Google Scholar · GitHub
Research Interests
Multimodal Understanding & Generation · Multimodal Agents · 3D Vision
Education
UM & GBU
Ph.D
Multimodal Agents & Understand
Advisors: Xiaodong Cun & Chi-Man Pun
Aug 2025 – Present
Xidian University
M.S.
3D Understand & Gen
Advisor: Xi Yang
Sep 2022 – Jun 2025
Xidian University
B.Sc. in Communication Engineering
Advisor: Touch Fish
Sep 2018 – Jun 2022
Wuhan Foreign Languages School
High School
Advisor: Touch Fish
Sep 2015 – Jun 2018
Research Experience
ARC Lab, Tencent IEG
Research Intern
Agents & RSI
Apr 2026 – Present
BlueImage Lab, vivo
Research Intern
3D & Video Gen
Dec 2024 – Jul 2025
GAP Lab, CUHKSZ
Research Intern
3D Understanding
Mar 2024 – Sep 2024
Academic Service
- Conference Reviewer: NeurIPS, ICLR, CVPR, AAAI.
Teaching & Awards
- Teaching Assistant: CISC1004, CISC7109.
- Outstanding Degree, Xidian University; National Scholarship.
- Meritorious Prize, MCM/ICM; Second Prize, CMC.
- Old Player of Hearthstone and Honor of Kings
Publications
- TaskFrame: Connecting Task-Level Planning with Frame-Level Control for Game Agents. arXiv, 2026.
- Player-1: Learning to Play from Synthetic Experience. arXiv, 2026.
- GameHorizon Suite: Multi-Horizon Data and Evaluation in Gameplay. arXiv, 2026.
- MLLM-4D: Towards Visual-based Spatial-Temporal Intelligence. ICML, 2026.
- GSFixer: Improving 3D Gaussian Splatting with Reference-Guided Video Diffusion Priors. ICML, 2026.
- Unleashing the Multi-View Fusion Potential: Noise Correction in VLM for Open-Vocabulary 3D Scene Understanding. TMM, 2026.
- SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Instance Segmentation. 3DV, 2025.
- SA3DIP: Segment Any 3D Instance with Potential 3D Priors. NeurIPS, 2024.
- Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis. AAAI, 2024.
- Associative Graph Convolution Network for Point Cloud Analysis. Pattern Recognition, 2025.