Temporal Pattern Recognition in Video Clips Detection. - Aihua Zheng; Jixin Ma 001; Bin Luo 001; Miltos Petridis; Sulan Zhai; Jin Tang 001 (ACIS-ICIS, 2009)

Character-angle based video annotation. - Aihua Zheng; Jixin Ma 001; Bin Luo 001; Miltos Petridis; Jin Tang 001 (IMCSIT, 2009)

A Robust Approach to Subsequence Matching. - Aihua Zheng; Jixin Ma 001; Miltos Petridis; Jin Tang 001; Bin Luo 001 (SERA (selected papers), 2009)

Efficient and Effective State-based Framework for News Video Retrival. - Aihua Zheng; Jixin Ma 001; Xiaoyi Zhou; Bin Luo 001 (Int. J. Adv. Comp. Techn., 2010)

Structure Based Feature Extraction in Basketball Zone-Defense Strategies. - Aihua Zheng; Jixin Ma 001; Miltos Petridis; Jin Tang 001; Bin Luo 001 (Int. J. Comput. Sci. Appl., 2010)

Evaluation and Recommendation Methods Based on Graph Model. - Yongli Li 002; Jizhou Sun; Kunsheng Wang; Aihua Zheng (Brain Informatics, 2011)

Matching State-Based Sequences with Rich Temporal Aspects. - Aihua Zheng; Jixin Ma 001; Jin Tang 001; Bin Luo 001 (AAAI, 2012)

Graph matching based on spectral embedding with missing value. - Jin Tang 001; Bo Jiang 002; Aihua Zheng; Bin Luo 001 (Pattern Recognit., 2012)

A general state-based temporal pattern recognition. - Aihua Zheng (2012)

Motion Compensation Based Fast Moving Object Detection in Dynamic Background. - Wei Zhang 012; Chenglong Li 002; Aihua Zheng; Jin Tang 001; Bin Luo 001 (CCCV (2), 2015)

Person Re-identification with Density-Distance Unsupervised Salience Learning. - Baoliang Zhou; Aihua Zheng; Bo Jiang 002; Chenglong Li 002; Jin Tang 001 (ICIG (3), 2015)

A Biologically Inspired Vision-Based Approach for Detecting Multiple Moving Objects in Complex Outdoor Scenes. - Zhengzheng Tu; Aihua Zheng; Erfu Yang; Bin Luo 001; Amir Hussain 001 (Cogn. Comput., 2015)

Moving Object Detection via Integrating Spatial Compactness and Appearance Consistency in the Low-Rank Representation. - Minghe Xu; Chenglong Li 002; Hanqin Shi; Jin Tang 001; Aihua Zheng (CCCV (3), 2017)

Manifold ranking weighted local maximal occurrence descriptor for person re-identification. - Foqin Wang; Xuehan Zhang; Jinxin Ma; Jin Tang 001; Aihua Zheng (SERA, 2017)

CLASS: Collaborative Low-Rank and Sparse Separation for Moving Object Detection. - Aihua Zheng; Minghe Xu; Bin Luo 001; Zhili Zhou; Chenglong Li 002 (Cogn. Comput., 2017)

A Unified RGB-T Saliency Detection Benchmark: Dataset, Baselines, Analysis and A Novel Approach. - Chenglong Li 002; Guizhao Wang; Yunpeng Ma; Aihua Zheng; Bin Luo 001; Jin Tang 001 (CoRR, 2017)

Local-to-global background modeling for moving object detection from non-static cameras. - Aihua Zheng; Lei Zhang 074; Wei Zhang 012; Chenglong Li 002; Jin Tang 001; Bin Luo 001 (Multim. Tools Appl., 2017)

Image representation and matching with geometric-edge random structure graph. - Bo Jiang 002; Jin Tang 001; Aihua Zheng; Bin Luo 001 (Pattern Recognit. Lett., 2017)

Saliency Detection via Multi-view Synchronized Manifold Ranking. - Yuanyuan Guan; Bo Jiang 002; Yuan Zhang; Aihua Zheng; Dengdi Sun; Bin Luo 001 (BICS, 2018)

Visual Cognition Inspired Vehicle Re-identification via Correlative Sparse Ranking with Multi-view Deep Features. - Dengdi Sun; Lidan Liu; Aihua Zheng; Bo Jiang 002; Bin Luo 001 (BICS, 2018)

Moving Object Detection via Robust Low-Rank and Sparse Separating with High-Order Structural Constraint. - Aihua Zheng; Yumiao Zhao; Chenglong Li 002; Jin Tang 001; Bin Luo 001 (BigMM, 2018)

Exploring Scene Geometry for Scale Adaptive Object Tracking in Surveillance Videos. - Ran Zhong; Wenzhong Wang; Chenglong Li 002; Aihua Zheng; Jin Tang 001 (ICIP, 2018)

RGB-T Saliency Detection Benchmark: Dataset, Baselines, Analysis and a Novel Approach. - Guizhao Wang; Chenglong Li 002; Yunpeng Ma; Aihua Zheng; Jin Tang 001; Bin Luo 001 (IGTA, 2018)

Multispectral Foreground Detection via Robust Cross-Modal Low-Rank Decomposition. - Aihua Zheng; Yumiao Zhao; Chenglong Li 002; Jin Tang 001; Bin Luo 001 (PCM (1), 2018)

Multi-scale Cooperative Ranking for Saliency Detection. - Bo Jiang 002; Xingyue Jiang; Aihua Zheng; Yun Xiao 003; Jin Tang 001 (PRCV (1), 2018)

Non-negative Dual Graph Regularized Sparse Ranking for Multi-shot Person Re-identification. - Aihua Zheng; Hongchao Li; Bo Jiang 002; Chenglong Li 002; Jin Tang 001; Bin Luo 001 (PRCV (1), 2018)

High-Resolution Talking Face Generation via Mutual Information Approximation. - Hao Zhu; Aihua Zheng; Huaibo Huang; Ran He 001 (CoRR, 2018)

Spatial-temporal representatives selection and weighted patch descriptor for person re-identification. - Aihua Zheng; Foqin Wang; Amir Hussain 001; Jin Tang 001; Bo Jiang 002 (Neurocomputing, 2018)

Multi-Adapter RGBT Tracking. - Chenglong Li 002; Andong Lu; Aihua Zheng; Zhengzheng Tu; Jin Tang 001 (ICCV Workshops, 2019)

Person Re-identification with Patch-Based Local Sparse Matching and Metric Learning. - Bo Jiang 002; Yibing Lv; Aihua Zheng; Bin Luo 001 (ICIG (2), 2019)

MMA: Motion Memory Attention Network for Video Object Detection. - Huai Hu; Wenzhong Wang; Aihua Zheng; Bin Luo 001 (ICIG (2), 2019)

Learning to Detect License Plates Using Synthesized Data. - Yanhui Pang; Wenzhong Wang; Aihua Zheng; Jin Tang 001 (ICIG (2), 2019)

A Novel Distance Learning for Elastic Cross-Modal Audio-Visual Matching. - Rui Wang 124; Huaibo Huang; Xufeng Zhang; Jixin Ma 001; Aihua Zheng (ICME Workshops, 2019)

Attributes Guided Feature Learning for Vehicle Re-identification. - Aihua Zheng; Xianmin Lin; Chenglong Li 002; Ran He 001; Jin Tang 001 (CoRR, 2019)

Saliency detection via multi-view graph based saliency optimization. - Yun Xiao 003; Bo Jiang 002; Aihua Zheng; Aiwu Zhou; Amir Hussain 001; Jin Tang 001 (Neurocomputing, 2019)

Background subtraction with multi-scale structured low-rank and sparse factorization. - Aihua Zheng; Tian Zou; Yumiao Zhao; Bo Jiang 002; Jin Tang 001; Chenglong Li 002 (Neurocomputing, 2019)

Multi-Spectral Vehicle Re-Identification: A Challenge. - Hongchao Li; Chenglong Li 002; Xianpeng Zhu; Aihua Zheng; Bin Luo 001 (AAAI, 2020)

3R: Word and Phoneme Edition based Data Augmentation for Lexical Punctuation Prediction. - Aihua Zheng; Naipeng Ye; Xiao Wang 014; Xiao Song (CIS, 2020)

Unsupervised Contrastive Photo-to-Caricature Translation based on Auto-distortion. - Yuhe Ding; Xin Ma; Mandi Luo; Aihua Zheng; Ran He 001 (ICPR, 2020)

Attentional Wavelet Network for Traditional Chinese Painting Transfer. - Rui Wang 124; Huaibo Huang; Aihua Zheng; Ran He 001 (ICPR, 2020)

Talking Face Generation via Learning Semantic and Temporal Synchronous Landmarks. - Aihua Zheng; Feixia Zhu; Hao Zhu; Mandi Luo; Ran He 001 (ICPR, 2020)

Let's Play Music: Audio-Driven Performance Video Generation. - Hao Zhu; Yi Li 018; Feixia Zhu; Aihua Zheng; Ran He 001 (ICPR, 2020)

Occlusion Based Discriminative Feature Mining for Vehicle Re-identification. - Xianmin Lin; Shengwang Peng; Zhiqi Ma; Xiaoyi Zhou; Aihua Zheng (ICPCSEE (2), 2020)

Arbitrary Talking Face Generation via Attentional Audio-Visual Coherence Learning. - Hao Zhu; Huaibo Huang; Yi Li 018; Aihua Zheng; Ran He 001 (IJCAI, 2020)

SaADB: A Self-attention Guided ADB Network for Person Re-identification. - Bo Jiang 002; Sheng Wang; Xiao Wang 014; Aihua Zheng (CoRR, 2020)

Lets Play Music: Audio-driven Performance Video Generation. - Hao Zhu; Yi Li 018; Feixia Zhu; Aihua Zheng; Ran He 001 (CoRR, 2020)

Multi-modal foreground detection via inter- and intra-modality-consistent low-rank separation. - Aihua Zheng; Naipeng Ye; Chenglong Li 002; Xiao Wang 014; Jin Tang 001 (Neurocomputing, 2020)

Multi-scale attention vehicle re-identification. - Aihua Zheng; Xianmin Lin; Jiacheng Dong; Wenzhong Wang; Jin Tang 001; Bin Luo 001 (Neural Comput. Appl., 2020)

Joint graph regularized dictionary learning and sparse ranking for multi-modal multi-shot person re-identification. - Aihua Zheng; Hongchao Li; Bo Jiang 002; Wei-Shi Zheng 001; Bin Luo 001 (Pattern Recognit., 2020)

A Subspace Learning Approach to Multishot Person Reidentification. - Aihua Zheng; Xuehan Zhang; Bo Jiang 002; Bin Luo 001; Chenglong Li 002 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Robust Multi-Modality Person Re-identification. - Aihua Zheng; Zi Wang; Zi-Han Chen; Chenglong Li 002; Jin Tang 001 (AAAI, 2021)

Visual Cognition-Inspired Multi-View Vehicle Re-Identification via Laplacian-Regularized Correlative Sparse Ranking. - Aihua Zheng; Jiacheng Dong; Xianmin Lin; Lidan Liu; Bo Jiang 002; Bin Luo 001 (Cogn. Comput., 2021)

Cross-Modality Person Re-Identification Based on Heterogeneous Center Loss and Non-Local Features. - Chengmei Han; Peng Pan; Aihua Zheng; Jin Tang 001 (Entropy, 2021)

Learning Deep RGBT Representations for Robust Person Re-identification. - Aihua Zheng; Zi-Han Chen; Chenglong Li 002; Jin Tang 001; Bin Luo 001 (Int. J. Autom. Comput., 2021)

Deep Audio-visual Learning: A Survey. - Hao Zhu; Mandi Luo; Rui Wang 124; Aihua Zheng; Ran He 001 (Int. J. Autom. Comput., 2021)

Interact, Embed, and EnlargE: Boosting Modality-Specific Representations for Multi-Modal Person Re-identification. - Zi Wang; Chenglong Li 002; Aihua Zheng; Ran He 001; Jin Tang 001 (AAAI, 2022)

Progressive Attribute Embedding for Accurate Cross-modality Person Re-ID. - Aihua Zheng; Peng Pan; Hongchao Li; Chenglong Li 002; Bin Luo 001; Chang Tan; Ruoran Jia (ACM Multimedia, 2022)

Prior-Guided Multi-scale Fusion Transformer for Face Attribute Recognition. - Shaoheng Song; Huaibo Huang; Jiaxiang Wang 001; Aihua Zheng; Ran He 001 (PRCV (1), 2022)

Attributes Based Visible-Infrared Person Re-identification. - Aihua Zheng; Mengya Feng; Peng Pan; Bo Jiang 002; Bin Luo 001 (PRCV (1), 2022)

Using a Selective Ensemble Support Vector Machine to Fuse Multimodal Features for Human Action Recognition. - Chao Tang 002; Anyang Tong; Aihua Zheng; Hua Peng; Wei Li 069 (Comput. Intell. Neurosci., 2022)

Disentangled Generation Network for Enlarged License Plate Recognition and A Unified Dataset. - Chenglong Li 002; Xiaobin Yang; Guohao Wang; Aihua Zheng; Chang Tan; Ruoran Jia; Jin Tang 001 (CoRR, 2022)

Multi-spectral Vehicle Re-identification with Cross-directional Consistency Network and a High-quality Benchmark. - Aihua Zheng; Xianpeng Zhu; Chenglong Li 002; Jin Tang 001; Jixin Ma 001 (CoRR, 2022)

Pedestrian attribute recognition: A survey. - Xiao Wang 014; Shaofei Zheng; Rui Yang; Aihua Zheng; Zhe Chen 013; Jin Tang 001; Bin Luo 001 (Pattern Recognit., 2022)

Attributes Guided Feature Learning for Vehicle Re-Identification. - Hongchao Li; Xianmin Lin; Aihua Zheng; Chenglong Li 002; Bin Luo 001; Ran He 001; Amir Hussain 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

Category-Wise Fusion and Enhancement Learning for Multimodal Remote Sensing Image Semantic Segmentation. - Aihua Zheng; Jinbo He; Ming Wang; Chenglong Li 002; Bin Luo 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Entropy Guided Adversarial Domain Adaptation for Aerial Image Semantic Segmentation. - Aihua Zheng; Ming Wang; Chenglong Li 002; Jin Tang 001; Bin Luo 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Attribute and State Guided Structural Embedding Network for Vehicle Re-Identification. - Hongchao Li; Chenglong Li 002; Aihua Zheng; Jin Tang 001; Bin Luo 001 (IEEE Trans. Image Process., 2022)

MsKAT: Multi-Scale Knowledge-Aware Transformer for Vehicle Re-Identification. - Hongchao Li; Chenglong Li 002; Aihua Zheng; Jin Tang 001; Bin Luo 001 (IEEE Trans. Intell. Transp. Syst., 2022)

Viewpoint-Aware Progressive Clustering for Unsupervised Vehicle Re-Identification. - Aihua Zheng; Xia Sun; Chenglong Li 002; Jin Tang 001 (IEEE Trans. Intell. Transp. Syst., 2022)

PH-GCN: Person Retrieval With Part-Based Hierarchical Graph Convolutional Network. - Bo Jiang 002; Xixi Wang; Aihua Zheng; Jin Tang 001; Bin Luo 001 (IEEE Trans. Multim., 2022)

Adversarial-Metric Learning for Audio-Visual Cross-Modal Matching. - Aihua Zheng; Menglan Hu; Bo Jiang 002; Yan Huang; Yan Yan 002; Bin Luo 001 (IEEE Trans. Multim., 2022)

Uncertainty-Guided Test-Time Training for Face Forgery Detection. - Shenyuan Huang; Huaibo Huang; Zi Wang; Nan Xu; Aihua Zheng; Ran He 001 (ACPR (2), 2023)

Modify: Model-Driven Face Stylization Without Style Images. - Yuhe Ding; Jian Liang 001; Jie Cao 002; Aihua Zheng; Ran He 001 (ICASSP, 2023)

Where to Focus: Central Attention-Based Face Forgery Detection. - Jinghui Sun; Yuhe Ding; Jie Cao 002; Junxian Duan; Aihua Zheng (PRCV (5), 2023)

Flare-Aware Cross-modal Enhancement Network for Multi-spectral Vehicle Re-identification. - Aihua Zheng; Zhiqi Ma; Zi Wang; Chenglong Li 002 (CoRR, 2023)

Dynamic Enhancement Network for Partial Multi-modality Person Re-identification. - Aihua Zheng; Ziling He; Zi Wang; Chenglong Li 002; Jin Tang 001 (CoRR, 2023)

Multi-query Vehicle Re-identification: Viewpoint-conditioned Network, Unified Dataset and New Metric. - Aihua Zheng; Chaobin Zhang; Weijun Zhang; Chenglong Li 002; Jin Tang 001; Chang Tan; Ruoran Jia (CoRR, 2023)

Unleashing the power of Neural Collapse for Transferability Estimation. - Yuhe Ding; Bo Jiang 002; Lijun Sheng; Aihua Zheng; Jian Liang 001 (CoRR, 2023)

Multi-Query Vehicle Re-Identification: Viewpoint-Conditioned Network, Unified Dataset and New Metric. - Aihua Zheng; Chaobin Zhang; Chenglong Li 002; Jin Tang 001; Chang Tan (IEEE Trans. Image Process., 2023)

Looking and Hearing Into Details: Dual-Enhanced Siamese Adversarial Network for Audio-Visual Matching. - Jiaxiang Wang 001; Chenglong Li 002; Aihua Zheng; Jin Tang 001; Bin Luo 001 (IEEE Trans. Multim., 2023)

Visible-infrared person re-identification via specific and shared representations learning. - Aihua Zheng; Juncong Liu; Zi Wang; Lili Huang; Chenglong Li 002; Bing Yin (Vis. Intell., 2023)

Diverse features discovery transformer for pedestrian attribute recognition. - Aihua Zheng; Huimin Wang; Jiaxiang Wang 001; Huaibo Huang; Ran He 001; Amir Hussain 001 (Eng. Appl. Artif. Intell., 2023)

ProxyMix: Proxy-based Mixup training with label refinery for source-free domain adaptation. - Yuhe Ding; Lijun Sheng; Jian Liang 001; Aihua Zheng; Ran He 001 (Neural Networks, 2023)

Cross-directional consistency network with adaptive layer normalization for multi-spectral vehicle re-identification and a high-quality benchmark. - Aihua Zheng; Xianpeng Zhu; Zhiqi Ma; Chenglong Li 002; Jin Tang 001; Jixin Ma 001 (Inf. Fusion, 2023)

Heterogeneous Test-Time Training for Multi-Modal Person Re-identification. - Zi Wang; Huaibo Huang; Aihua Zheng; Ran He 001 (AAAI, 2024)

Day-Night Cross-domain Vehicle Re-identification. - Hongchao Li; Jingong Chen; Aihua Zheng; Yong Wu; Yonglong Luo (CVPR, 2024)

Semantic-Aware Detail Enhancement for Blind Face Restoration. - Huimin Zhao; Xiaoqiang Zhou; Jie Cao 002; Huaibo Huang; Aihua Zheng; Ran He 001 (FG, 2024)

Parallel Augmentation and Dual Enhancement for Occluded Person Re-Identification. - Zi Wang; Huaibo Huang; Aihua Zheng; Chenglong Li 002; Ran He 001 (ICASSP, 2024)

Which Model to Transfer? A Survey on Transferability Estimation. - Yuhe Ding; Bo Jiang 002; Aijing Yu; Aihua Zheng; Jian Liang 001 (CoRR, 2024)

Recent Advances in OOD Detection: Problems and Approaches. - Shuo Lu; Yingsheng Wang; Lijun Sheng; Aihua Zheng; Lingxiao He; Jian Liang 001 (CoRR, 2024)

Learning to Rank Pre-trained Vision-Language Models for Downstream Tasks. - Yuhe Ding; Bo Jiang 002; Aihua Zheng; Qin Xu; Jian Liang 001 (CoRR, 2024)

Attribute-Guided Cross-Modal Interaction and Enhancement for Audio-Visual Matching. - Jiaxiang Wang 001; Aihua Zheng; Yan Yan 002; Ran He 001; Jin Tang 001 (IEEE Trans. Inf. Forensics Secur., 2024)

Camera Topology Graph Guided Vehicle Re-Identification. - Hongchao Li; Aihua Zheng; Liping Sun; Yonglong Luo (IEEE Trans. Multim., 2024)

Disentangled generation network for enlarged license plate recognition and a unified dataset. - Chenglong Li 002; Xiaobin Yang; Guohao Wang; Aihua Zheng; Chang Tan; Jin Tang 001 (Comput. Vis. Image Underst., 2024)

MAPS: A Noise-Robust Progressive Learning Approach for Source-Free Domain Adaptive Keypoint Detection. - Yuhe Ding; Jian Liang 001; Bo Jiang 002; Aihua Zheng; Ran He 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Public-Private Attributes-Based Variational Adversarial Network for Audio-Visual Cross-Modal Matching. - Aihua Zheng; Fan Yuan; Haichuan Zhang; Jiaxiang Wang 001; Chao Tang 002; Chenglong Li 002 (IEEE Trans. Circuits Syst. Video Technol., 2024)

MambaPro: Multi-Modal Object Re-identification with Mamba Aggregation and Synergistic Prompt. - Yuhao Wang; Xuehu Liu; Tianyu Yan; Yang Liu; Aihua Zheng; Pingping Zhang; Huchuan Lu (AAAI, 2025)

DeMo: Decoupled Feature-Based Mixture of Experts for Multi-Modal Object Re-Identification. - Yuhao Wang; Yang Liu; Aihua Zheng; Pingping Zhang (AAAI, 2025)

Dual-PST: Dual-Branch SpatioTemporal-Planar Network for Video Forgery Detection. - Siyu Liu; Zhida Zhang; Junxian Duan; Jie Cao 002; Aihua Zheng (ICASSP, 2025)

Keypoint-guided feature enhancement and alignment for cross-resolution vehicle re-identification. - Aihua Zheng; Longfei Zhang; Weijun Zhang; Zi Wang; Chenglong Li 002; Xiaofei Sheng (Eng. Appl. Artif. Intell., 2025)

Flare-aware cross-modal enhancement network for multi-spectral vehicle Re-identification. - Aihua Zheng; Zhiqi Ma; Yongqi Sun; Zi Wang; Chenglong Li 002; Jin Tang 001 (Inf. Fusion, 2025)

Prompt-Based Cross-Modal Feature Alignment for Weakly Supervised IFER. - Hanqin Shi; Xiaofeng Kang; Jiaxiang Wang 001; Aihua Zheng; Wenjuan Cheng (IEEE Signal Process. Lett., 2025)

Adaptive Interaction and Correction Attention Network for Audio-Visual Matching. - Jia-Xiang Wang 001; Aihua Zheng; Lei Liu 049; Chenglong Li 002; Ran He 001; Jin Tang 001 (IEEE Trans. Inf. Forensics Secur., 2025)

THGS: Lifelike Talking Human Avatar Synthesis From Monocular Video Via 3D Gaussian Splatting. - Chuang Chen; Lingyun Yu 002; Quanwei Yang; Aihua Zheng; Hongtao Xie (Comput. Graph. Forum, 2025)

Reliable Multi-Modal Object Re-Identification via Modality-Aware Graph Reasoning. - Xixi Wan; Aihua Zheng; Zi Wang; Bo Jiang 002; Jin Tang 001; Jixin Ma 001 (CoRR, 2025)

Collaborative Enhancement Network for Low-quality Multi-spectral Vehicle Re-identification. - Aihua Zheng; Yongqi Sun; Zi Wang; Chenglong Li 002; Jin Tang 001 (CoRR, 2025)

ICPL-ReID: Identity-Conditional Prompt Learning for Multi-Spectral Object Re-Identification. - Shihao Li; Chenglong Li 002; Aihua Zheng; Jin Tang 001; Bin Luo 001 (CoRR, 2025)

NEXT: Multi-Grained Mixture of Experts via Text-Modulation for Multi-Modal Object Re-ID. - Shihao Li; Chenglong Li 002; Aihua Zheng; Andong Lu; Jin Tang 001; Jixin Ma 001 (CoRR, 2025)

Harmonizing and Merging Source Models for CLIP-based Domain Generalization. - Yuhe Ding; Jian Liang 001; Bo Jiang 002; Zi Wang; Aihua Zheng; Bin Luo 001 (CoRR, 2025)

UGG-ReID: Uncertainty-Guided Graph Model for Multi-Modal Object Re-Identification. - Xixi Wan; Aihua Zheng; Bo Jiang 002; Beibei Wang; Chenglong Li 002; Jin Tang 001 (CoRR, 2025)