| 2026 | AAAI | Departures: Distributional Transport for Single-Cell Perturbation Prediction with Neural Schrdinger Bridges. | Changxi Chi, Yufei Huang, Jun Xia, Jiangbin Zheng, Yunfan Liu, Zelin Zang, Stan Z. Li |
| 2026 | AAAI | Learning Cell-Aware Hierarchical Multi-Modal Representations for Robust Molecular Modeling. | Mengran Li, Zelin Zang, Wenbin Xing, Junzhou Chen, Ronghui Zhang, Jiebo Luo, Stan Z. Li |
| 2026 | AAAI | MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models. | Siqi Ma, Jiajie Huang, Fan Zhang, Jinlin Wu, Yue Shen, Guohui Fan, Zhu Zhang, Zelin Zang |
| 2025 | CVPR | DaCapo: Score Distillation as Stacked Bridge for Fast and High-quality 3D Editing. | Yufei Huang, Bangyan Liao, Yuqi Hu, Haitao Lin, Lirong Wu, Siyuan Li, Cheng Tan, Zicheng Liu, Yunfan Liu, Zelin Zang, Chang Yu, Zhen Lei |
| 2025 | ICASSP | USD: Unsupervised Soft Contrastive Learning for Fault Detection in Multivariate Time Series. | Hong Liu, Xiuxiu Qiu, Yiming Shi, Zelin Zang |
| 2025 | MICCAI | Reconstructing 3D Hand-Instrument Interaction from a Single 2D Image in Medical Scenes. | Miao Xu, Xiangyu Zhu, Jinlin Wu, Ming Feng, Zelin Zang, Hongbin Liu, Zhen Lei |
| 2024 | ICASSP | Deep Manifold Transformation for Protein Representation Learning. | Bozhen Hu, Zelin Zang, Cheng Tan, Stan Z. Li |
| 2024 | ICML | DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation. | Zelin Zang, Hao Luo, Kai Wang, Panpan Zhang, Fan Wang, Stan Z. Li, Yang You |
| 2023 | ICASSP | Deep Manifold Graph Auto-Encoder For Attributed Graph Embedding. | Bozhen Hu, Zelin Zang, Jun Xia, Lirong Wu, Cheng Tan, Stan Z. Li |
| 2023 | ICCV | Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All in One Classifier. | Zelin Zang, Lei Shang, Senqiao Yang, Fei Wang, Baigui Sun, Xuansong Xie, Stan Z. Li |
| 2023 | ICML | Architecture-Agnostic Masked Image Modeling - From ViT back to CNN. | Siyuan Li, Di Wu, Fang Wu, Zelin Zang, Stan Z. Li |
| 2022 | BMVC | Exploring Localization for Self-supervised Fine-grained Contrastive Learning. | Di Wu, Siyuan Li, Zelin Zang, Stan Z. Li |
| 2022 | ECCV | DLME: Deep Local-Flatness Manifold Embedding. | Zelin Zang, Siyuan Li, Di Wu, Ge Wang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li |
| 2022 | WACV | Generalized Clustering and Multi-Manifold Learning with Geometric Structure Preservation. | Lirong Wu, Zicheng Liu, Jun Xia, Zelin Zang, Siyuan Li, Stan Z. Li |
| 2022 | WSDM | Surrogate Representation Learning with Isometric Mapping for Gray-box Graph Adversarial Attacks. | Zihan Liu, Yun Luo, Zelin Zang, Stan Z. Li |
| 2018 | CDVE | Fish Swarm Based Man-Machine Cooperative Photographing Location Positioning Algorithm. | Zelin Zang, Wanliang Wang, Linyan Lu, Yanwei Zhao |