Hi! I am a third-year Ph.D. student at the Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University, advised by Prof. Rongrong Ji. Prior to this, I was a graduate student at Beihang University (2020–2023), and received my bachelor's degree from Shandong University (2016–2020).

My research interests include world models, AIGC.

🔥 News

📝 Publications

arXiv 2026
PAR3D

PAR3D: A Unified 3D-MLLM with Part-Aware Representation for Scene Understanding [arXiv 2026]

Shaohui Dai, Yansong Qu*†, You Shen, Shengchuan Zhang, Liujuan Cao

[Project] [Paper]

CVPR Findings 2026
UniVerse3D

UniVerse3D: Emerging Properties of Unified Multimodal Models in 3D Understanding and Generation [CVPR Findings 2026]

Junliang Ye*, Zehuan Huang*, Yansong Qu*, Chunshi Wang, etc.

[Paper]

ICML 2026
XSpecMesh

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding [ICML 2026]

Dian Chen*, Yansong Qu*†, Xinyang Li, Ming Li, Shengchuan Zhang

[Paper] [Code]

ICLR 2026
FastVGGT

FastVGGT: Training-Free Acceleration of Visual Geometry Transformer [ICLR 2026]

You Shen, Zhipeng Zhang, Yansong Qu, Liujuan Cao

[Project] [Paper] [Code]

ACMMM 2025
TFGS

Training-Free Hierarchical Scene Understanding for Gaussian Splatting with Superpoint Graphs [ACMMM 2025]

Shaohui Dai*, Yansong Qu*, Zheyan Li, Xinyang Li, Shengchuan Zhang, Liujuan Cao

[Paper] [Code]

AAAI 2026
DeOcc-1-to-3

DeOcc-1-to-3: 3D De-Occlusion from a Single Image via Self-Supervised Multi-View Diffusion [AAAI 2026]

Yansong Qu, Shaohui Dai, Xinyang Li, Yuze Wang, You Shen, Liujuan Cao, Rongrong Ji

[Project] [Paper] [Code]

ICCV 2025
WildSeg3D

WildSeg3D: Segment Any 3D Objects in the Wild from 2D Images [ICCV 2025]

Yansong Guo, Jie Hu, Yansong Qu, Liujuan Cao

[Paper]

SIGGRAPH 2025
Drag Your Gaussian

Drag Your Gaussian: Effective Point-Based Editing with Score Distillation for 3D Gaussian Splatting [SIGGRAPH 2025]

Yansong Qu, Dian Chen, Xinyang Li, Xiaofan Li, Shengchuan Zhang, Liujuan Cao, Rongrong Ji

[Project] [Paper] [Code]

CVPR 2025
Contribution-Adaptive Regularization

Evolving High-Quality Rendering and Reconstruction in a Unified Framework with Contribution-Adaptive Regularization [CVPR 2025]

You Shen, Zhipeng Zhang, Xinyang Li, Yansong Qu, Yu Lin, Shengchuan Zhang, Liujuan Cao

[Paper]

TVCG 2025
Look at the Sky

Look at the Sky: Sky-aware Efficient 3D Gaussian Splatting in the Wild [IEEE VR 2025 Best Paper Award, TVCG 2025]

Yuze Wang, Junyi Wang, Ruicheng Gao, Yansong Qu, Wantong Duan, Shuo Yang, Yue Qi

[Paper]

NeurIPS 2024
Cross-Modality Perturbation Synergy Attack

Cross-Modality Perturbation Synergy Attack for Person Re-identification [NeurIPS 2024]

Yunpeng Gong, Zhun Zhong, Yansong Qu, Zhiming Luo, Rongrong Ji, Min Jiang

[Paper]

NeurIPS 2024
Director3D

Director3D: Real-world Camera Trajectory and 3D Scene Generation from Text [NeurIPS 2024]

Xinyang Li, Zhangyu Lai, Linning Xu, Yansong Qu, Liujuan Cao, Shengchuan Zhang, Bo Dai, Rongrong Ji

[Project] [Paper] [Code]

ACMMM 2024
GOI Hyperplane

GOI: Find 3D Gaussians of Interest with an Optimizable Open-vocabulary Semantic-space Hyperplane [ACMMM 2024]

Yansong Qu*, Shaohui Dai*, Xinyang Li, Jianghang Lin, Liujuan Cao, Shengchuan Zhang, Rongrong Ji

[Project] [Paper] [Code]

📖 Educations

  • 2023.09 - Present, Ph.D., Xiamen University.
  • 2020.09 - 2023.06, M.Eng., Beihang University.
  • 2016.09 - 2020.06, B.Eng., Shandong University.

🧑‍⚖️ Academic Services

  • Conference Review: ICCV 2025, ICML 2025, CVPR 2025/2026, ICLR 2025/2026, NeurIPS 2024/2025/2026, ACM MM 2024/2025/2026.
  • Journal Review: TOG, IJCV, TCSVT.

🎖 Honors and Awards

  • 2023, Beihang University Outstanding Graduate.
  • 2018, 2019, Shandong University First-Class Scholarship.
  • 2019, Special Prize in the Qilu Software Competition.