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H

Hongzhi Yin

School of Electrical Engineering and Computer Science

71H-index
617Paper Count
1.8WCitation Count
Published Papers 121
Publication Date
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Efficient prompt learning for traffic forecasting
errVLDB Journal
IF3.8
err2026-08-05
err0
errOAAI
errQianru Zhang; Xinyi Gao; Alexander Zhou; Reynold Cheng; Siu-Ming Yiu; Hongzhi Yin
errShare
errSave
A Survey of Generative Techniques for Spatial-Temporal Data Mining
errData Science and Engineering
IF4.6
err2026-03-22
err0
errOAAI
errQianru Zhang; Haixin Wang; Honggang Wen; Cheng Long; Liangcai Su; Xingwei He; Tailin Wu; Christian S. Jensen; Siu-Ming Yiu; Hongzhi Yin
errShare
errSave
ARLIE: Adaptive Reinforcement Learning With Inductive Embeddings for Fully-Inductive Multi-Hop Reasoning Over Temporal Knowledge Graphs
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-02-19
err0
PREAI
errShangfei Zheng; Yunjun Gao; An Liu; Wenhao Li; Tong Chen; Hongzhi Yin
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errSave
Handling data sparsity and model poisoning attacks in federated sequential recommender systems
errKnowledge-Based Systems
IF7.6
err2026-02-12
err0
errOAAI
errMinh Hieu Nguyen; Thanh Tam Nguyen; Jun Jo; Duc Anh Nguyen; Hongzhi Yin; Quoc Viet Hung Nguyen
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errSave
Generating Compressed Counterfactual Hard Negative Samples for Graph Contrastive Learning
errCAAI Transactions on Intelligence Technology
IF7.3
err2026-02-09
err0
errOAAI
errHaoran Yang; Hongxu Chen; Xiangyu Zhao; Sixiao Zhang; Xiangguo Sun; Qian Li; Hongzhi Yin; Guandong Xu
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errSave
When Graph Contrastive Learning Backfires: Spectral Vulnerability and Defense in Recommendation
errACM Transactions on Information Systems
IF9.1
err2026-02-01
err0
PREAI
errWang, Zongwei; Gao, Min; Yu, Junliang; Sadiq, Shazia; Yin, Hongzhi; Liu, Ling
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errSave
Towards On-device Personalization: Cloud-device Collaborative Data Augmentation for Efficient On-device Language Model
errACM Transactions on Intelligent Systems and Technology
IF6.6
err2026-02-01
err0
PREAI
errZhong, Zhaofeng; Yuan, Wei; Qu, Liang; Chen, Tong; Wang, Hao; Zhao, Xiangyu; Yin, Hongzhi
errShare
errSave
Sparse Gradient Training for Recommender Systems
errData Science and Engineering
IF4.6
err2026-01-25
err0
errOAAI
errYunke Qu; Liang Qu; Tong Chen; Xiangyu Zhao; Jianxin Li; Hongzhi Yin
errShare
errSave
DeepCGC: Unveiling the Deep Clustering Mechanism of Fast Graph Condensation
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-01-20
err0
PREAI
errXinyi Gao; Wenjie Li; Tong Chen; Xiangyu Zhao; Quoc Viet Hung Nguyen; Hongzhi Yin
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errSave
Memory-Enhanced Invariant Prompt Learning for Urban Flow Prediction Under Distribution Shifts
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT III
IF0
err2026-01-01
err0
PREAI
errJiang, Haiyang; Chen, Tong; Zhang, Wentao; Quoc Viet Hung Nguyen; Yuan, Yuan; Li, Yong; Yin, Hongzhi
errShare
errSave
ZhiFangDanTai: Fine-Tuning Graph-Based Retrieval-Augmented Generation Model for Traditional Chinese Medicine Formula
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-12-16
err0
PREAI
errZixuan Zhang; Bowen Hao; Yingjie Li; Hongzhi Yin
errShare
errSave
On-Device Recommender Systems: A Comprehensive Survey
errData Science and Engineering
IF4.6
err2025-11-13
err0
errOAAI
errHongzhi Yin; Liang Qu; Tong Chen; Wei Yuan; Ruiqi Zheng; Jing Long; Xin Xia; Yuhui Shi; Chengqi Zhang
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errSave
A review of instruction-guided image editing
errEngineering Applications of Artificial Intelligence
IF8
err2025-10-30
err0
errOAAI
errThanh Tam Nguyen; Zhao Ren; Trinh Pham; Phi Le Nguyen; Quoc Viet Hung Nguyen; Hongzhi Yin
errShare
errSave
A Data-Driven Scale-Adaptive Time-Frequency Convolutional Network for Long Sequence Time-Series Forecasting
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-10-09
err0
PREAI
errZhiqiang Zhang; Weiqing Wang; Xin Zhou; Yu Bai; Hongzhi Yin
errShare
errSave
Enhancing Language Models with Commonsense Knowledge for Multi-turn Response Selection
errInternational Journal of Machine Learning and Cybernetics
IF2.7
err2025-09-24
err0
PREAI
errYuandong Wang; Xuhui Ren; Tong Chen; Hongzhi Yin; Nguyen Quoc Viet Hung
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errSave
A Survey of Machine Unlearning
errACM Transactions on Intelligent Systems and Technology
IF6.6
err2025-09-18
err0
PREAI
errThanh Tam Nguyen; Thanh Trung Huynh; Zhao Ren; Phi Le Nguyen; Alan Wee-Chung Liew; Hongzhi Yin; Quoc Viet Hung Nguyen
errShare
errSave
FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services
errACM Transactions on Information Systems
IF9.1
err2025-09-12
err0
errOAAI
errWei Yuan; Chaoqun Yang; Guanhua Ye; Tong Chen; Quoc Viet Hung Nguyen; Hongzhi Yin
errShare
errSave
Automated Prompting for Non-Overlapping Cross-Domain Sequential Recommendation
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-09-01
err0
PREAI
errLei Guo; Chunxiao Wang; Xinhua Wang; Lei Zhu; Hongzhi Yin
errShare
errSave
Scalable and effective negative sample generation for hyperedge prediction
errNeural Networks
IF6.3
err2025-08-27
err0
PREAI
errShilin Qu; Weiqing Wang; Yuan-Fang Li; Quoc Viet Hung Nguyen; Hongzhi Yin
errShare
errSave
Knowledge Enhancement and Temporal Aware for Multi-Behavior Contrastive Recommendation
errACM Transactions on Intelligent Systems and Technology
IF6.6
err2025-08-19
err0
PREAI
errHongrui Xuan; Bohan Li; Wenlong Wu; Yi Liu; Hongzhi Yin
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errSave

Research Directions

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Co-authors
Cooperation Journals
P
Philip S. Yu
H-index: 166 · Papers: 2.7K
Y
Yi Yang
H-index: 138 · Papers: 1.3K
L
Ling Shao
H-index: 124 · Papers: 1.1K
Z
Zhiguo Yuan
H-index: 124 · Papers: 926
朱磊 cover
朱磊 (Lei Zhu)
H-index: 109 · Papers: 6.1K
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