Xian‐Sheng Hua - Publications, H-index & Citations

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Xian‐Sheng Hua

tongji university

72H-index

582Paper Count

2.0WCitation Count

Published Papers 105

Publication Date

HGOOD-D: Hyperbolic Hierarchical Exploration for Graph Out-of-Distribution Detection

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2026-05-05

PREAI

Yuntai Ding; Tao Ren; Yiwei Fu; Yifan Wang; Haodong Zhang; Chong Chen; Wei Ju; Xiao Luo; Xian-Sheng Hua

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SPOT: Spectral Optimal Transport for Graph Domain Generalization

ACM Transactions on Knowledge Discovery from Data

IF4.8

2026-01-01

PREAI

Zhao, Yusheng; Luo, Xiao; Luo, Junyu; Ju, Wei; Gu, Zhonghui; Xiao, Zhiping; Hua, Xian-Sheng; Zhang, Ming

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TowerDNA: Fast and Accurate Graph Retrieval With Dividing, Contrasting and Alignment

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2025-10-14

PREAI

Junwei Yang; Yiyang Gu; Yifang Qin; Xiao Luo; Zhiping Xiao; Kangjie Zheng; Wei Ju; Xian-Sheng Hua; Ming Zhang

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Semi-Supervised Semantic Segmentation With Multi-Constraint Consistency Learning

IEEE Transactions on Multimedia

IF9.7

2025-01-01

PREAI

Jianjian Yin; Tao Chen; Gensheng Pei; Huafeng Liu; Yazhou Yao; Liqiang Nie; Xiansheng Hua

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Learning Generalizable Contrastive Representations for Graph Zero-Shot Learning

IEEE Transactions on Multimedia

IF9.7

2025-01-01

PREAI

Siyu Yi; Zhengyang Mao; Kangjie Zheng; Zhiping Xiao; Ziyue Qiao; Chong Chen; Xian-Sheng Hua; Yongdao Zhou; Ming Zhang; Wei Ju

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NiCI-Pruning: Enhancing Diffusion Model Pruning via Noise in Clean Image Guidance

IEEE Transactions on Image Processing

IF13.7

2025-01-01

PREAI

Junzhu Mao; Zeren Sun; Yazhou Yao; Tianfei Zhou; Liqiang Nie; Xiansheng Hua

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Reversible Column Disentangled Augmentation Tricks for Graph Contrastive Learning

IEEE Transactions on Multimedia

IF9.7

2025-01-01

PREAI

Yuntai Ding; Tao Ren; Yifan Wang; Chong Chen; Xian-Sheng Hua; Wei Ju

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Look Into Gradients: Learning Compact Hash Codes for Out-of-Distribution Retrieval

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-12-01

PREAI

Wang, Haixin; Yang, Xinlong; Sun, Jinan; Zhang, Shikun; Chen, Chong; Hua, Xian-Sheng; Luo, Xiao

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SPORT: A Subgraph Perspective on Graph Classification with Label Noise

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2024-11-06

OAAI

Yin, Nan; Shen, Li; Chen, Chong; Hua, Xian-sheng; Luo, Xiao

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Dual Dynamic Threshold Adjustment Strategy

ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS

IF6

2024-05-15

OAAI

Jiang, Xiruo; Yao, Yazhou; Liu, Sheng; Shen, Fumin; Nie, Liqiang; Hua, Xian-Sheng

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DIOR: Learning to Hash With Label Noise Via Dual Partition and Contrastive Learning

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-04-01

PREAI

Wang, Haixin; Jiang, Huiyu; Sun, Jinan; Zhang, Shikun; Chen, Chong; Hua, Xian-Sheng; Luo, Xiao

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HARR: Learning Discriminative and High-Quality Hash Codes for Image Retrieval

ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS

IF6

2024-01-22

OAAI

Ma, Zeyu; Wang, Siwei; Luo, Xiao; Gu, Zhonghui; Chen, Chong; Li, Jinxing; Hua, Xian-Sheng; Lu, Guangming

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ROSE: Relational and Prototypical Structure Learning for Universal Domain Adaptive Hashing

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2024-01-01

PREAI

Yang, Xinlong; Wang, Haixin; Sun, Jinan; Xiao, Yijia; Xiang, Wei; Chen, Chong; Hua, Xian-Sheng; Luo, Xiao

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CLEAR: Cluster-Enhanced Contrast for Self-Supervised Graph Representation Learning

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-01-01

PREAI

Luo, Xiao; Ju, Wei; Qu, Meng; Gu, Yiyang; Chen, Chong; Deng, Minghua; Hua, Xian-Sheng; Zhang, Ming

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FATE: Learning Effective Binary Descriptors With Group Fairness

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2024-01-01

PREAI

Zhang, Fan; Chen, Chong; Hua, Xian-Sheng; Luo, Xiao

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DisenSemi: Semi-Supervised Graph Classification via Disentangled Representation Learning

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-01-01

OAAI

Wang, Yifan; Luo, Xiao; Chen, Chong; Hua, Xian-Sheng; Zhang, Ming; Ju, Wei

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Learning With Imbalanced Noisy Data by Preventing Bias in Sample Selection

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2024-01-01

OAAI

Liu, Huafeng; Sheng, Mengmeng; Sun, Zeren; Yao, Yazhou; Hua, Xian-Sheng; Shen, Heng-Tao

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Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2023-09-06

OAAI

Luo, Xiao; Wu, Daqing; Gu, Yiyang; Chen, Chong; Liu, Luchen; Ma, Jinwen; Zhang, Ming; Deng, Minghua; Huang, Jianqiang; Hua, Xian-Sheng

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Optimizing traffic efficiency via a reinforcement learning approach based on time allocation

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

IF2.7

2023-04-25

PREAI

Xiang, Chao; Jin, Zhongming; Yu, Zhengxu; Hua, Xian-Sheng; Hu, Yao; Qian, Wei; Zhu, Kaili; Cai, Deng; He, Xiaofei

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Urban Traffic Light Control via Active Multi-Agent Communication and Supply-Demand Modeling

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2023-04-01

PREAI

Guo, Xin; Yu, Zhengxu; Wang, Pengfei; Jin, Zhongming; Huang, Jianqiang; Cai, Deng; He, Xiaofei; Hua, Xian-Sheng

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Research Directions