Zhi-An Huang

45 papers A* 2B 3C 1Journal 33Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Better Eyes, Better Thoughts: Why Vision Chain-of-Thought Fails in Medicine.
CoRR
Yuan Wu, Zongxian Yang, Jiayu Qian, Songpan Gao, Guanxing Chen, Qiankun Li, Yu-An Huang, Zhi-An Huang
2026 A* conf
Dual-Channel Learning Framework for Zero-Shot CircRNA-miRNA Interaction Prediction via State Space Modeling.
AAAI
Mengmeng Wei, Lei Wang, Zhu-Hong You, Pengwei Hu, Bowei Zhao, Zhi-An Huang, Yu-An Huang, Haicheng Yi
2026 J jnl
HiCMamba: Enhancing Hi-C resolution and identifying 3D genome structures with state space modeling.
PLoS Comput. Biol.
Minghao Yang, Zhi-An Huang, Zhihang Zheng, Yuqiao Liu, Shichen Zhang, Pengfei Zhang, Hui Xiong, Shaojun Tang
2026 J jnl
Lightweight Network Enhancing High-Resolution Feature Representation for Efficient Low Dose CT Denoising.
IEEE J. Biomed. Health Informatics
Jianfang Li, Yakang Li, Fazhi Qi, Shengxiang Wang, Zhengde Zhang, Zhi-An Huang, Zitong Yu
2026 J jnl
scProGraph: A Cell Bagging Strategy for Cell Type Annotation With Gene Interaction-Aware Explainability.
IEEE Trans. Big Data
Xinyuan Li, Yue-Chao Li, Hai-Ru You, Xuequn Shang, Leon Wong, Zhi-An Huang, Zhu-Hong You, Yu-An Huang
2025 J jnl
Anti-Confounding Hashing: Enhancing Radiological Image Retrieval via Debiased Weighting and Counterfactual Reasoning.
IEEE Trans. Neural Networks Learn. Syst.
Yajie Zhang, Yao Hu, Chengjun Cai, Yu-An Huang, Zhi-An Huang, Kay Chen Tan
2025 J jnl
CausalMixNet: A mixed-attention framework for causal intervention in robust medical image diagnosis.
Medical Image Anal.
Yajie Zhang, Yu-An Huang, Yao Hu, Rui Liu, Jibin Wu, Zhi-An Huang, Kay Chen Tan
2025 J jnl
Dynamic Graph Representation Learning for Spatio-Temporal Neuroimaging Analysis.
IEEE Trans. Cybern.
Rui Liu, Yao Hu, Jibin Wu, Ka-Chun Wong, Zhi-An Huang, Yu-An Huang, Kay Chen Tan
2025 J jnl
Graph Structure Learning for Tumor Microenvironment with Cell Type Annotation from non-spatial scRNA-seq data.
CoRR
Yu-An Huang, Yue-Chao Li, Hai-Ru You, Jie Pan, Xiyue Cao, Xinyuan Li, Zhi-An Huang, Zhu-Hong You
2025 J jnl
HiCMamba: Enhancing Hi-C Resolution and Identifying 3D Genome Structures with State Space Modeling.
CoRR
Ming-Hsuan Yang, Zhi-An Huang, Zhihang Zheng, Yuqiao Liu, Shichen Zhang, Pengfei Zhang, Hui Xiong, Shaojun Tang
2025 J jnl
Med-REFL: Medical Reasoning Enhancement via Self-Corrected Fine-grained Reflection.
CoRR
Zongxian Yang, Jiayu Qian, Zegao Peng, Haoyu Zhang, Zhi-An Huang
2025 J jnl
Multimodal 3D Genome Pre-training.
CoRR
Minghao Yang, Pengteng Li, Yan Liang, Qianyi Cai, Zhihang Zheng, Shichen Zhang, Pengfei Zhang, Zhi-An Huang, Hui Xiong
2025 J jnl
QM-ToT: A Medical Tree of Thoughts Reasoning Framework for Quantized Model.
CoRR
Zongxian Yang, Jiayu Qian, Zhi-An Huang, Kay Chen Tan
2025 J jnl
Toward Multilabel Classification for Multiple Disease Prediction Using Gut Microbiota Profiles.
IEEE Trans. Neural Networks Learn. Syst.
Zhi-An Huang, Pengwei Hu, Lun Hu, Zhu-Hong You, Kay Chen Tan, Yu-An Huang
2025 J jnl
scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease Diagnosis.
CoRR
Yu-An Huang, Yao Hu, Yue-Chao Li, Xiyue Cao, Xinyuan Li, Kay Chen Tan, Zhu-Hong You, Zhi-An Huang
2025 J jnl
scExGraph: Explainable graph neural network for predicting tumor environment components with single-cell sequencing data.
Knowl. Based Syst.
Zhihua Du, Jiale Yi, Jian-Qiang Li, Hai-Ru You, Zhu-Hong You, Zhi-An Huang, Yu-An Huang
2025 J jnl
scGSDR: Harnessing Gene Semantics for Single-Cell Pharmacological Profiling.
CoRR
Yu-An Huang, Xiyue Cao, Zhu-Hong You, Yue-Chao Li, Xuequn Shang, Zhi-An Huang
2024 — conf
Asymmetric Source-Free Unsupervised Domain Adaptation for Medical Image Diagnosis.
CAI
Yajie Zhang, Zhi-An Huang, Jibin Wu, Kay Chen Tan
2024 J jnl
Attention-Like Multimodality Fusion With Data Augmentation for Diagnosis of Mental Disorders Using MRI.
IEEE Trans. Neural Networks Learn. Syst.
Rui Liu, Zhi-An Huang, Yao Hu, Zexuan Zhu, Ka-Chun Wong, Kay Chen Tan
2024 — conf
DPoSt: Dynamic Proof of Storage-time.
MSN
Qingyuan Xie, Chengjun Cai, Zhi-An Huang, Mingyue Wang, Xiaohua Jia
2024 — conf
Enhancing Spatio-Temporal Auditory Attention Decoding with ST-AADNet.
ISCSLP
Ruofan Yan, Shu Peng, Zhige Chen, Zhi-An Huang, Rui Liu, Kay Chen Tan, Jibin Wu
2024 J jnl
Evolutionary Multitasking for Costly Task Offloading in Mobile-Edge Computing Networks.
IEEE Trans. Evol. Comput.
Chen Yang, Qunjian Chen, Zexuan Zhu, Zhi-An Huang, Shulin Lan, Liehuang Zhu
2024 B conf
Heterogeneous Structured Federated Learning with Graph Convolutional Aggregation for MRI-Based Mental Disorder Diagnosis.
IJCNN
Yao Hu, Rui Liu, Jiaqi Zhang, Zhi-An Huang, Linqi Song, Kay Chen Tan
2024 A* conf
Mixed Prototype Correction for Causal Inference in Medical Image Classification.
ACM Multimedia
Yajie Zhang, Zhi-An Huang, Zhiliang Hong, Songsong Wu, Jibin Wu, Kay Chen Tan
2024 J jnl
Multitask Learning for Joint Diagnosis of Multiple Mental Disorders in Resting-State fMRI.
IEEE Trans. Neural Networks Learn. Syst.
Zhi-An Huang, Rui Liu, Zexuan Zhu, Kay Chen Tan
2024 J jnl
Spatial-Temporal Co-Attention Learning for Diagnosis of Mental Disorders From Resting-State fMRI Data.
IEEE Trans. Neural Networks Learn. Syst.
Rui Liu, Zhi-An Huang, Yao Hu, Zexuan Zhu, Ka-Chun Wong, Kay Chen Tan
2024 J jnl
Spatio-Temporal Hybrid Attentive Graph Network for Diagnosis of Mental Disorders on fMRI Time-Series Data.
IEEE Trans. Emerg. Top. Comput. Intell.
Rui Liu, Zhi-An Huang, Yao Hu, Lei Huang, Ka-Chun Wong, Kay Chen Tan
2023 J jnl
Federated Multi-Task Learning for Joint Diagnosis of Multiple Mental Disorders on MRI Scans.
IEEE Trans. Biomed. Eng.
Zhi-An Huang, Yao Hu, Rui Liu, Xiaoming Xue, Zexuan Zhu, Linqi Song, Kay Chen Tan
2023 J jnl
Interpretable artificial intelligence model for accurate identification of medical conditions using immune repertoire.
Briefings Bioinform.
Yu Zhao, Bing He, Zhimeng Xu, Yidan Zhang, Xuan Zhao, Zhi-An Huang, Fan Yang, Liang Wang, Lei Duan, Jiangning Song, Jianhua Yao
2023 J jnl
MIX-TPI: a flexible prediction framework for TCR-pMHC interactions based on multimodal representations.
Bioinform.
Minghao Yang, Zhi-An Huang, Wei Zhou, Junkai Ji, Jun Zhang, Shan He, Zexuan Zhu
2023 J jnl
Source Free Semi-Supervised Transfer Learning for Diagnosis of Mental Disorders on fMRI Scans.
IEEE Trans. Pattern Anal. Mach. Intell.
Yao Hu, Zhi-An Huang, Rui Liu, Xiaoming Xue, Xiaoyan Sun, Linqi Song, Kay Chen Tan
2022 B conf
A Dual-Stage Pseudo-Labeling Method for the Diagnosis of Mental Disorder on MRI Scans.
IJCNN
Yao Hu, Zhi-An Huang, Rui Liu, Xiaoming Xue, Linqi Song, Kay Chen Tan
2022 J jnl
Prediction of biomarker-disease associations based on graph attention network and text representation.
Briefings Bioinform.
Minghao Yang, Zhi-An Huang, Wenhao Gu, Kun Han, Wenying Pan, Xiao Yang, Zexuan Zhu
2021 J jnl
Identification of Autistic Risk Candidate Genes and Toxic Chemicals via Multilabel Learning.
IEEE Trans. Neural Networks Learn. Syst.
Zhi-An Huang, Jia Zhang, Zexuan Zhu, Edmond Qi Wu, Kay Chen Tan
2021 J jnl
Identifying Autism Spectrum Disorder From Resting-State fMRI Using Deep Belief Network.
IEEE Trans. Neural Networks Learn. Syst.
Zhi-An Huang, Zexuan Zhu, Chuen Heung Yau, Kay Chen Tan
2021 — conf
Mining the Associations between V(D)J Gene Segments and COVID-19 Disease Characteristics.
BIBM
Yu Zhao, Yidan Zhang, Zhi-An Huang, Fan Yang, Lei Duan, Jianhua Yao
2021 J jnl
Predicting microRNA-disease associations from lncRNA-microRNA interactions via Multiview Multitask Learning.
Briefings Bioinform.
Yu-An Huang, Keith C. C. Chan, Zhu-Hong You, Pengwei Hu, Lei Wang, Zhi-An Huang
2020 — conf
Identification of Autistic Risk Genes Using Developmental Brain Gene Expression Data.
ICIC (2)
Zhi-An Huang, Yu-An Huang, Zhu-Hong You, Shanwen Zhang, Changqing Yu, Wenzhun Huang
2020 B conf
Multi-Task Learning for Efficient Diagnosis of ASD and ADHD using Resting-State fMRI Data.
IJCNN
Zhi-An Huang, Rui Liu, Kay Chen Tan
2019 — conf
Precise Prediction of Pathogenic Microorganisms Using 16S rRNA Gene Sequences.
ICIC (2)
Yu-An Huang, Zhi-An Huang, Zhu-Hong You, Pengwei Hu, Li-Ping Li, Zheng-Wei Li, Lei Wang
2018 J jnl
Numerical simulation of a cinema fire based on FDS.
Int. J. Simul. Process. Model.
Zhi-An Huang, Yaru Meng, Rui Yang, Yukun Gao, Yinghua Zhang, Shuyi Wang
2017 C conf
G-FQZip: Lossless Reference-Based Compression of FASTQ Files Using GPUs.
CIS
Cong Peng, Qingjin Deng, Zhi-An Huang, Yiwen Sun, Zexuan Zhu
2017 J jnl
LW-FQZip 2: a parallelized reference-based compression of FASTQ files.
BMC Bioinform.
Zhi-An Huang, Zhenkun Wen, Qingjin Deng, Ying Chu, Yiwen Sun, Zexuan Zhu
2017 J jnl
PBMDA: A novel and effective path-based computational model for miRNA-disease association prediction.
PLoS Comput. Biol.
Zhu-Hong You, Zhi-An Huang, Zexuan Zhu, Guiying Yan, Zheng-Wei Li, Zhenkun Wen, Xing Chen
2016 J jnl
Mechanism research and application on distributed optical fibre temperature measurement in coalmine goaf area based on the sensor network.
Int. J. Sens. Networks
Qian Zhao, Yinghua Zhang, Yukun Gao, Yu-cheng Ji, Zhi-An Huang