Shuquan (Lillie) Ye

Modeling Long-Term Memory and Temporal Attention Shifts for Video Salient Object Ranking with a New Benchmark

Jiaying Lin, Rui Song, Huankang Guan, Shuanglin Li, Shuquan Ye, Rynson WH Lau.

Preprint · Oct. 2026.

UniPortrait4D: Unifying 4D Portrait Reshooting and Animation

Yunfan Tao, Zhe Li, Jinkai Cui, Leipeng Hu, Gezhong Pan, Yongheng Zhao, Shiqi Zhou, Shuquan Ye, Shaofeng Zhang, Juyong Zhang.

Preprint · Oct. 2026.

Learning Beyond the Endpoints: Benchmarking and Learning Transition-State-Informed Reaction Representations

Chaolong Wang, Tong Qiu, Shuquan Ye.

Preprint · Oct. 2026.

CrossPortrait: Cross-Species Portrait Animation via Adversarial Motion Alignment

Gezhong Pan, Zhe Li, Yunfan Tao, Yongheng Zhao, Shiqi Zhou, Juyong Zhang, Xiaosong Jia, Yanyong Zhang, Shuquan Ye, Shaofeng Zhang.

arXiv Preprint · Oct. 2026.

arXiv Project page

Grounding Generative Verification in 3D Content

Shuanglin Li, Jiaying Lin, Shuquan Ye.

arXiv Preprint · Oct. 2026.

arXiv Project page X video Rednote video Benchmark & data

Do MLLMs Exhibit Human-like Perceptual Behaviors? HVSBench: A Benchmark for MLLM Alignment with Human Perceptual Behavior

Jiaying Lin^*, Shuquan Ye^*, Dan Xu, Wanli Ouyang, Rynson W.H. Lau.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026 (Findings).
project arxiv

Virtual Operando Spectroscopy: Benchmarking and Modeling Infrared Dynamics with Physics-Informed Flows

Shuquan Ye, Ben Fei, Hongbin Xu, Jiaying Lin, Wanli Ouyang.

arXiv Preprint · Feb. 2026.

arXiv

OpenScan: A Benchmark for Generalized Open-Vocabulary 3D Scene Understanding

Youjun Zhao, Jiaying Lin, Shuquan Ye, Qianshi Pang, Rynson W.H. Lau.
Fortieth Conference AAAI Conference on Artificial Intelligence (AAAI), 2026.
arxiv code and data Zhihu

Leveraging RGB-D Data with Cross-Modal Context Mining for Glass Surface Detection

Jiaying Lin^*, Yuen-Hei Yeung^*, Shuquan Ye^#, Rynson W.H. Lau.
Thirty-Ninth Conference AAAI Conference on Artificial Intelligence (AAAI), 2025.
project arxiv
^#Corresponding author

Learning a Single Network for Robust Medical Image Segmentation With Noisy Labels

Shuquan Ye, Yan Xu, Dongdong Chen, Songfang Han, Jing Liao.
IEEE Transactions on Medical Imaging (TMI), 2024
paper

Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles

Shuquan Ye, Yujia Xie, Dongdong Chen, Yichong Xu, Lu Yuan, Chenguang Zhu, Jing Liao.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023 (Highlight).
project arxiv code

Robust Point Cloud Segmentation with Noisy Annotations

Shuquan Ye, Dongdong Chen, Songfang Han, Jing Liao.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2022 IF: 24.314.
project paper code

3D Question Answering

Shuquan Ye, Dongdong Chen, Songfang Han, Jing Liao.
IEEE Transactions on Visualization and Computer Graphics (TVCG, CCF A, JCR Q1) 2022.
project early access arxiv code and dataset talks

Exemplar-Based 3D Portrait Stylization

Fangzhou Han^*, Shuquan Ye^*, Mingming He, Menglei Chai, Jing Liao.
IEEE Transactions on Visualization and Computer Graphics (TVCG, CCF A, JCR Q1) 2021.
project paper code

Learning with Noisy Labels for Robust Point Cloud Segmentation

Shuquan Ye, Dongdong Chen, Songfang Han, Jing Liao.
International Conference on Computer Vision (ICCV) 2021, (Oral).
project paper code

Meta-PU An Arbitrary-Scale Upsampling Network for Point Cloud

Shuquan Ye, Dongdong Chen, Songfang Han, Ziyu Wan, Jing Liao.
IEEE Transactions on Visualization and Computer Graphics (TVCG, CCF A, JCR Q1), 2021.
paper code

Coherence and Identity Learning for Arbitrary-length Face Video Generation

Shuquan Ye, Chu Han, Jiaying Lin, Guoqiang Han, Shengfeng He.
International Conference on Pattern Recognition (ICPR), 2020.
paper

Two-dimensional-reduction Random Forest

Shuquan Ye, Zhiwen Yu, Jiaying Lin, Kaixiang Yang, Dan Dai, Zhi-Hui Zhan, Wei-Neng Chen, Jun Zhang.
International Conference on Information Science and Technology (ICIST), (Oral), 2018.
paper

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