Zelin Zang - RankMe

73 papers A* 9A 3C 1Misc 3Journal 53Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CellScout: Visual Analytics for Mining Biomarkers in Cell State Discovery. IEEE Trans. Vis. Comput. Graph. Rui Sheng, Zelin Zang, Jiachen Wang, Yan Luo, Zixin Chen, Yan Zhou, Shaolun Ruan, Huamin Qu
2026	A*	`conf`	Departures: Distributional Transport for Single-Cell Perturbation Prediction with Neural Schrödinger Bridges. AAAI Changxi Chi, Yufei Huang, Jun Xia, Jiangbin Zheng, Yunfan Liu, Zelin Zang, Stan Z. Li
2026	J	`jnl`	Latent Poincaré Shaping for Agentic Reinforcement Learning. CoRR Hanchen Xia, Baoyou Chen, Zelin Zang, Yutang Ge, Guojiang Zhao, Siyu Zhu
2026	A*	`conf`	Learning Cell-Aware Hierarchical Multi-Modal Representations for Robust Molecular Modeling. AAAI Mengran Li, Zelin Zang, Wenbin Xing, Junzhou Chen, Ronghui Zhang, Jiebo Luo, Stan Z. Li
2026	A*	`conf`	MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models. AAAI Siqi Ma, Jiajie Huang, Fan Zhang, Jinlin Wu, Yue Shen, Guohui Fan, Zhu Zhang, Zelin Zang
2026	J	`jnl`	Revisiting Cross-Attention Mechanisms: Leveraging Beneficial Noise for Domain-Adaptive Learning. CoRR Zelin Zang, Yehui Yang, Fei Wang, Liangyu Li, Baigui Sun
2026	J	`jnl`	UniSurg: A Video-Native Foundation Model for Universal Understanding of Surgical Videos. CoRR Jinlin Wu, Felix Holm, Chuxi Chen, An Wang, Yaxin Hu, Xiaofan Ye, Zelin Zang, Miao Xu, Lihua Zhou, Huai Liao, Danny Tat-Ming Chan, Ming Feng, Wai S. Poon, Hongliang Ren, Dong Yi, Nassir Navab, Gaofeng Meng, Jiebo Luo, Hongbin Liu, Zhen Lei
2025	J	`jnl`	A Medical Multimodal Diagnostic Framework Integrating Vision-Language Models and Logic Tree Reasoning. CoRR Zelin Zang, Wenyi Gu, Siqi Ma, Dan Yang, Yue Shen, Zhu Zhang, Guohui Fan, Wing-Kuen Ling, Fuji Yang
2025	J	`jnl`	A Review of BioTree Construction in the Context of Information Fusion: Priors, Methods, Applications and Trends. Inf. Fusion Zelin Zang, Yongjie Xu, Chenrui Duan, Yue Yuan, Yue Shen, Jinlin Wu, Zhen Lei, Stan Z. Li
2025	J	`jnl`	Anatomy-R1: Enhancing Anatomy Reasoning in Multimodal Large Language Models via Anatomical Similarity Curriculum and Group Diversity Augmentation. CoRR Ziyang Song, Zelin Zang, Zuyao Chen, Xusheng Liang, Dong Yi, Jinlin Wu, Hongbin Liu, Jiebo Luo, Zhen Lei
2025	J	`jnl`	CellScout: Visual Analytics for Mining Biomarkers in Cell State Discovery. CoRR Rui Sheng, Zelin Zang, Jiachen Wang, Yan Luo, Zixin Chen, Yan Zhou, Shaolun Ruan, Huamin Qu
2025	J	`jnl`	Complex hierarchical structures analysis in single-cell data with Poincaré deep manifold transformation. Briefings Bioinform. Yongjie Xu, Zelin Zang, Bozhen Hu, Yue Yuan, Cheng Tan, Jun Xia, Stan Z. Li
2025	A*	`conf`	DaCapo: Score Distillation as Stacked Bridge for Fast and High-quality 3D Editing. CVPR 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	J	`jnl`	Deep Multimanifold Transformation-Based Multivariate Time Series Fault Detection. IEEE Trans. Neural Networks Learn. Syst. Hong Liu, Xiuxiu Qiu, Yiming Shi, Miao Xu, Zelin Zang, Zhen Lei
2025	J	`jnl`	Departures: Distributional Transport for Single-Cell Perturbation Prediction with Neural Schrödinger Bridges. CoRR Changxi Chi, Yufei Huang, Jun Xia, Jiangbin Zheng, Yunfan Liu, Zelin Zang, Stan Z. Li
2025	J	`jnl`	FGeneBERT: function-driven pre-trained gene language model for metagenomics. Briefings Bioinform. Chenrui Duan, Zelin Zang, Yongjie Xu, Hang He, Siyuan Li, Zihan Liu, Zhen Lei, Ju-Sheng Zheng, Stan Z. Li
2025	J	`jnl`	GenURL: A General Framework for Unsupervised Representation Learning. IEEE Trans. Neural Networks Learn. Syst. Siyuan Li, Zicheng Liu, Zelin Zang, Di Wu, Zhiyuan Chen, Stan Z. Li
2025	J	`jnl`	Hierarchical Quantized Diffusion Based Tree Generation Method for Hierarchical Representation and Lineage Analysis. CoRR Zelin Zang, Wenzhe Li, Fei Chen, Yongjie Xu, Chang Yu, Zhen Lei, Stan Z. Li
2025	J	`jnl`	Learning Cell-Aware Hierarchical Multi-Modal Representations for Robust Molecular Modeling. CoRR Mengran Li, Zelin Zang, Wenbin Xing, Junzhou Chen, Ronghui Zhang, Jiebo Luo, Stan Z. Li
2025	J	`jnl`	MDTree: A Masked Dynamic Autoregressive Model for Phylogenetic Inference. Trans. Mach. Learn. Res. Zelin Zang, Chenrui Duan, Siyuan Li, Jinlin Wu, BingoWing-Kuen Ling, Fuji Yang, Jiebo Luo, Zhen Lei, Stan Z. Li
2025	J	`jnl`	MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models. CoRR Siqi Ma, Jiajie Huang, Bolin Yang, Fan Zhang, Jinlin Wu, Yue Shen, Guohui Fan, Zhu Zhang, Zelin Zang
2025	J	`jnl`	MuST: multiple-modality structure transformation for single-cell spatial transcriptomics. Briefings Bioinform. Zelin Zang, Liangyu Li, Yongjie Xu, Chenrui Duan, Yue Shen, Yi Sun, Zhen Lei, Stan Z. Li
2025	J	`jnl`	NeuroABench: A Multimodal Evaluation Benchmark for Neurosurgical Anatomy Identification. CoRR Ziyang Song, Zelin Zang, Xiaofan Ye, Boqiang Xu, Long Bai, Jinlin Wu, Hongliang Ren, Hongbin Liu, Jiebo Luo, Zhen Lei
2025	J	`jnl`	PCaM: A Progressive Focus Attention-Based Information Fusion Method for Improving Vision Transformer Domain Adaptation. CoRR Zelin Zang, Fei Wang, Liangyu Li, Jinlin Wu, Chunshui Zhao, Zhen Lei, Baigui Sun
2025	—	`conf`	Reconstructing 3D Hand-Instrument Interaction from a Single 2D Image in Medical Scenes. MICCAI (10) Miao Xu, Xiangyu Zhu, Jinlin Wu, Ming Feng, Zelin Zang, Hongbin Liu, Zhen Lei
2025	J	`jnl`	The Dawn of Agentic EDA: A Survey of Autonomous Digital Chip Design. CoRR Zelin Zang, Yuhang Song, Bingo Wing-Kuen Ling, Aili Wang, Fuji Yang
2025	Misc	`conf`	USD: Unsupervised Soft Contrastive Learning for Fault Detection in Multivariate Time Series. ICASSP Hong Liu, Xiuxiu Qiu, Yiming Shi, Zelin Zang
2024	J	`jnl`	A Review of Artificial Intelligence based Biological-Tree Construction: Priorities, Methods, Applications and Trends. CoRR Zelin Zang, Yongjie Xu, Chenrui Duan, Jinlin Wu, Stan Z. Li, Zhen Lei
2024	J	`jnl`	DMT-EV: An Explainable Deep Network for Dimension Reduction. IEEE Trans. Vis. Comput. Graph. Zelin Zang, Shenghui Cheng, Hanchen Xia, Liangyu Li, Yaoting Sun, Yongjie Xu, Lei Shang, Baigui Sun, Stan Z. Li
2024	J	`jnl`	DMT-HI: MOE-based Hyperbolic Interpretable Deep Manifold Transformation for Unspervised Dimensionality Reduction. CoRR Zelin Zang, Yuhao Wang, Jinlin Wu, Hong Liu, Yue Shen, Stan Z. Li, Zhen Lei
2024	A*	`conf`	Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptative Residual Module. NeurIPS Jingbo Zhou, Yixuan Du, Ruqiong Zhang, Jun Xia, Zhizhi Yu, Zelin Zang, Di Jin, Carl Yang, Rui Zhang, Stan Z. Li
2024	J	`jnl`	Deep Manifold Graph Auto-Encoder for Attributed Graph Embedding. CoRR Bozhen Hu, Zelin Zang, Jun Xia, Lirong Wu, Cheng Tan, Stan Z. Li
2024	Misc	`conf`	Deep Manifold Transformation for Protein Representation Learning. ICASSP Bozhen Hu, Zelin Zang, Cheng Tan, Stan Z. Li
2024	J	`jnl`	Deep Manifold Transformation for Protein Representation Learning. CoRR Bozhen Hu, Zelin Zang, Cheng Tan, Stan Z. Li
2024	A*	`conf`	DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation. ICML Zelin Zang, Hao Luo, Kai Wang, Panpan Zhang, Fan Wang, Stan Z. Li, Yang You
2024	J	`jnl`	FGBERT: Function-Driven Pre-trained Gene Language Model for Metagenomics. CoRR Chenrui Duan, Zelin Zang, Yongjie Xu, Hang He, Zihan Liu, Zijia Song, Ju-Sheng Zheng, Stan Z. Li
2024	J	`jnl`	GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models. CoRR Zicheng Liu, Jiahui Li, Siyuan Li, Zelin Zang, Cheng Tan, Yufei Huang, Yajing Bai, Stan Z. Li
2024	J	`jnl`	Gentle-CLIP: Exploring Aligned Semantic In Low-Quality Multimodal Data With Soft Alignment. CoRR Zijia Song, Zelin Zang, Yelin Wang, Guozheng Yang, Jiangbin Zheng, Kaicheng Yu, Wanyu Chen, Stan Z. Li
2024	J	`jnl`	Graph-level Protein Representation Learning by Structure Knowledge Refinement. CoRR Ge Wang, Zelin Zang, Jiangbin Zheng, Jun Xia, Stan Z. Li
2024	—	`conf`	MuST: Maximizing the Latent Capacity of Spatial Transcriptomics Data with Multi-modality Structure Transformation. BIBM Zelin Zang, Liangyu Li, Yongjie Xu, Jiahao Li, Chenrui Duan, Yi Sun, Zhen Lei, Stan Z. Li
2024	J	`jnl`	Must: Maximizing Latent Capacity of Spatial Transcriptomics Data. CoRR Zelin Zang, Liangyu Li, Yongjie Xu, Chenrui Duan, Kai Wang, Yang You, Yi Sun, Stan Z. Li
2024	J	`jnl`	Neural Network Diffusion. CoRR Kai Wang, Zhaopan Xu, Yukun Zhou, Zelin Zang, Trevor Darrell, Zhuang Liu, Yang You
2024	A*	`conf`	PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation. NeurIPS Chenrui Duan, Zelin Zang, Siyuan Li, Yongjie Xu, Stan Z. Li
2024	J	`jnl`	PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation. CoRR Chenrui Duan, Zelin Zang, Siyuan Li, Yongjie Xu, Stan Z. Li
2024	J	`jnl`	USD: Unsupervised Soft Contrastive Learning for Fault Detection in Multivariate Time Series. CoRR Hong Liu, Xiuxiu Qiu, Yiming Shi, Zelin Zang
2023	A*	`conf`	Architecture-Agnostic Masked Image Modeling - From ViT back to CNN. ICML Siyuan Li, Di Wu, Fang Wu, Zelin Zang, Stan Z. Li
2023	A*	`conf`	Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All in One Classifier. ICCV Zelin Zang, Lei Shang, Senqiao Yang, Fei Wang, Baigui Sun, Xuansong Xie, Stan Z. Li
2023	J	`jnl`	Boosting Unsupervised Contrastive Learning Using Diffusion-Based Data Augmentation From Scratch. CoRR Zelin Zang, Hao Luo, Kai Wang, Panpan Zhang, Fan Wang, Stan Z. Li, Yang You
2023	Misc	`conf`	Deep Manifold Graph Auto-Encoder For Attributed Graph Embedding. ICASSP Bozhen Hu, Zelin Zang, Jun Xia, Lirong Wu, Cheng Tan, Stan Z. Li
2023	J	`jnl`	Machine Learning for Predictive Deployment of UAVs With Multiple Access. IEEE Open J. Commun. Soc. Feiyang Guo, Linyan Lu, Zelin Zang, Mohammad Shikh-Bahaei
2023	J	`jnl`	UDRN: Unified Dimensional Reduction Neural Network for feature selection and feature projection. Neural Networks Zelin Zang, Yongjie Xu, Linyan Lu, Yulan Geng, Senqiao Yang, Stan Z. Li
2022	J	`jnl`	Architecture-Agnostic Masked Image Modeling - From ViT back to CNN. CoRR Siyuan Li, Di Wu, Fang Wu, Zelin Zang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li
2022	—	`conf`	DLME: Deep Local-Flatness Manifold Embedding. ECCV (21) Zelin Zang, Siyuan Li, Di Wu, Ge Wang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li
2022	J	`jnl`	DLME: Deep Local-flatness Manifold Embedding. CoRR Zelin Zang, Siyuan Li, Di Wu, Ge Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li
2022	J	`jnl`	Deep manifold embedding of attributed graphs. Neurocomputing Zelin Zang, Siyuan Li, Di Wu, Jianzhu Guo, Yongjie Xu, Stan Z. Li
2022	J	`jnl`	EVNet: An Explainable Deep Network for Dimension Reduction. CoRR Zelin Zang, Shenghui Cheng, Linyan Lu, Hanchen Xia, Liangyu Li, Yaoting Sun, Yongjie Xu, Lei Shang, Baigui Sun, Stan Z. Li
2022	A	`conf`	Exploring Localization for Self-supervised Fine-grained Contrastive Learning. BMVC Di Wu, Siyuan Li, Zelin Zang, Stan Z. Li
2022	A	`conf`	Generalized Clustering and Multi-Manifold Learning with Geometric Structure Preservation. WACV Lirong Wu, Zicheng Liu, Jun Xia, Zelin Zang, Siyuan Li, Stan Z. Li
2022	A	`conf`	Surrogate Representation Learning with Isometric Mapping for Gray-box Graph Adversarial Attacks. WSDM Zihan Liu, Yun Luo, Zelin Zang, Stan Z. Li
2022	J	`jnl`	UDRN: Unified Dimensional Reduction Neural Network for Feature Selection and Feature Projection. CoRR Zelin Zang, Yongjie Xu, Yulan Geng, Siyuan Li, Stan Z. Li
2021	J	`jnl`	Align Yourself: Self-supervised Pre-training for Fine-grained Recognition via Saliency Alignment. CoRR Di Wu, Siyuan Li, Zelin Zang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li
2021	J	`jnl`	GenURL: A General Framework for Unsupervised Representation Learning. CoRR Siyuan Li, Zelin Zang, Di Wu, Zhiyuan Chen, Stan Z. Li
2021	—	`conf`	Invertible Manifold Learning for Dimension Reduction. ECML/PKDD (3) Siyuan Li, Haitao Lin, Zelin Zang, Lirong Wu, Jun Xia, Stan Z. Li
2021	J	`jnl`	Surrogate Representation Learning with Isometric Mapping for Gray-box Graph Adversarial Attacks. CoRR Zihan Liu, Yun Luo, Zelin Zang, Stan Z. Li
2021	J	`jnl`	Unsupervised Deep Manifold Attributed Graph Embedding. CoRR Zelin Zang, Siyuan Li, Di Wu, Jianzhu Guo, Yongjie Xu, Stan Z. Li
2020	J	`jnl`	Consistent Representation Learning for High Dimensional Data Analysis. CoRR Stan Z. Li, Lirong Wu, Zelin Zang
2020	J	`jnl`	Deep Clustering and Representation Learning that Preserves Geometric Structures. CoRR Lirong Wu, Zicheng Liu, Zelin Zang, Jun Xia, Siyuan Li, Stan Z. Li
2020	J	`jnl`	Deep Manifold Computing and Visualization. CoRR Stan Z. Li, Zelin Zang, Lirong Wu
2020	J	`jnl`	Invertible Manifold Learning for Dimension Reduction. CoRR Siyuan Li, Haitao Lin, Zelin Zang, Lirong Wu, Jun Xia, Stan Z. Li
2020	J	`jnl`	Machine Learning for Predictive Deployment of UAVs with Multiple Access. CoRR Linyan Lu, Zhaohui Yang, Mingzhe Chen, Zelin Zang, Mohammad Shikh-Bahaei
2020	J	`jnl`	Two-dimensional discrete feature based spatial attention CapsNet For sEMG signal recognition. Appl. Intell. Guoqi Chen, Wanliang Wang, Zheng Wang, Honghai Liu, Zelin Zang, Weikun Li
2019	J	`jnl`	Hybrid Deep Neural Network Scheduler for Job-Shop Problem Based on Convolution Two-Dimensional Transformation. Comput. Intell. Neurosci. Zelin Zang, Wanliang Wang, Yuhang Song, Linyan Lu, Weikun Li, Yule Wang, Yanwei Zhao
2018	C	`conf`	Fish Swarm Based Man-Machine Cooperative Photographing Location Positioning Algorithm. CDVE Zelin Zang, Wanliang Wang, Linyan Lu, Yanwei Zhao