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H

Hongzhi Yin

School of Electrical Engineering and Computer Science
H指数:71
被引数:1.7万
浏览量:0

个人简介

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教育背景

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工作经历

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荣誉奖项

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Efficient prompt learning for traffic forecasting

高效提示学习用于交通预测

VLDB Journal
IF3.8
2026-08-050
OA
Qianru Zhang; Xinyi Gao; Alexander Zhou; Reynold Cheng; Siu-Ming Yiu; Hongzhi Yin
A Survey of Generative Techniques for Spatial-Temporal Data Mining

空间-时间数据挖掘的生成技术研究综述

Data Science and Engineering
IF4.6
2026-03-220
OAAI
Qianru Zhang; Haixin Wang; Honggang Wen; Cheng Long; Liangcai Su; Xingwei He; Tailin Wu; Christian S. Jensen; Siu-Ming Yiu; Hongzhi Yin
ARLIE: Adaptive Reinforcement Learning With Inductive Embeddings for Fully-Inductive Multi-Hop Reasoning Over Temporal Knowledge Graphs

ARLIE：基于归纳嵌入的自适应强化学习，用于在时序知识图谱上进行完全归纳的多跳推理

IEEE Transactions on Knowledge and Data Engineering
IF10.4
2026-02-190
PRE
Shangfei Zheng; Yunjun Gao; An Liu; Wenhao Li; Tong Chen; Hongzhi Yin
Handling data sparsity and model poisoning attacks in federated sequential recommender systems

处理联邦序列推荐系统中的数据稀疏性和模型投毒攻击

Knowledge-Based Systems
IF7.6
2026-02-120
OAAI
Minh Hieu Nguyen; Thanh Tam Nguyen; Jun Jo; Duc Anh Nguyen; Hongzhi Yin; Quoc Viet Hung Nguyen
Generating Compressed Counterfactual Hard Negative Samples for Graph Contrastive Learning

为图对比学习生成压缩的反事实硬负样本

CAAI Transactions on Intelligence Technology
IF7.3
2026-02-090
OAAI
Haoran Yang; Hongxu Chen; Xiangyu Zhao; Sixiao Zhang; Xiangguo Sun; Qian Li; Hongzhi Yin; Guandong Xu
When Graph Contrastive Learning Backfires: Spectral Vulnerability and Defense in Recommendation

当图对比学习事与愿违时：推荐系统中的谱脆弱性与防御

ACM Transactions on Information Systems
IF9.1
2026-02-010
PRE
Wang, Zongwei; Gao, Min; Yu, Junliang; Sadiq, Shazia; Yin, Hongzhi; Liu, Ling
Towards On-device Personalization: Cloud-device Collaborative Data Augmentation for Efficient On-device Language Model

面向设备端个性化：云-设备协同数据增强以实现高效设备端语言模型

ACM Transactions on Intelligent Systems and Technology
IF6.6
2026-02-010
PRE
Zhong, Zhaofeng; Yuan, Wei; Qu, Liang; Chen, Tong; Wang, Hao; Zhao, Xiangyu; Yin, Hongzhi
Sparse Gradient Training for Recommender Systems

推荐系统的稀疏梯度训练

Data Science and Engineering
IF4.6
2026-01-250
OAAI
Yunke Qu; Liang Qu; Tong Chen; Xiangyu Zhao; Jianxin Li; Hongzhi Yin
DeepCGC: Unveiling the Deep Clustering Mechanism of Fast Graph Condensation

DeepCGC：揭示快速图凝聚的深度聚类机制

IEEE Transactions on Knowledge and Data Engineering
IF10.4
2026-01-200
PRE
Xinyi Gao; Wenjie Li; Tong Chen; Xiangyu Zhao; Quoc Viet Hung Nguyen; Hongzhi Yin
Memory-Enhanced Invariant Prompt Learning for Urban Flow Prediction Under Distribution Shifts

分布偏移下用于城市流预测的记忆增强不变提示学习

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT III
IF0
2026-01-010
PRE
Jiang, Haiyang; Chen, Tong; Zhang, Wentao; Quoc Viet Hung Nguyen; Yuan, Yuan; Li, Yong; Yin, Hongzhi
ZhiFangDanTai: Fine-Tuning Graph-Based Retrieval-Augmented Generation Model for Traditional Chinese Medicine Formula

智方丹台：基于图的方法微调检索增强生成模型用于中药方剂

IEEE Journal of Biomedical and Health Informatics
IF6.8
2025-12-160
PRE
Zixuan Zhang; Bowen Hao; Yingjie Li; Hongzhi Yin
On-Device Recommender Systems: A Comprehensive Survey

端侧推荐系统：一项全面综述

Data Science and Engineering
IF4.6
2025-11-130
OAAI
Hongzhi Yin; Liang Qu; Tong Chen; Wei Yuan; Ruiqi Zheng; Jing Long; Xin Xia; Yuhui Shi; Chengqi Zhang
A review of instruction-guided image editing

指令引导的图像编辑综述

Engineering Applications of Artificial Intelligence
IF8
2025-10-300
OAAI
Thanh Tam Nguyen; Zhao Ren; Trinh Pham; Phi Le Nguyen; Quoc Viet Hung Nguyen; Hongzhi Yin
A Data-Driven Scale-Adaptive Time-Frequency Convolutional Network for Long Sequence Time-Series Forecasting

一种基于数据驱动的尺度自适应时频卷积网络，用于长序列时间序列预测

IEEE Transactions on Knowledge and Data Engineering
IF10.4
2025-10-090
PRE
Zhiqiang Zhang; Weiqing Wang; Xin Zhou; Yu Bai; Hongzhi Yin
Enhancing Language Models with Commonsense Knowledge for Multi-turn Response Selection

通过常识知识增强语言模型用于多轮响应选择

International Journal of Machine Learning and Cybernetics
IF2.7
2025-09-240
PRE
Yuandong Wang; Xuhui Ren; Tong Chen; Hongzhi Yin; Nguyen Quoc Viet Hung
A Survey of Machine Unlearning

机器遗忘综述

ACM Transactions on Intelligent Systems and Technology
IF6.6
2025-09-180
PRE
Thanh Tam Nguyen; Thanh Trung Huynh; Zhao Ren; Phi Le Nguyen; Alan Wee-Chung Liew; Hongzhi Yin; Quoc Viet Hung Nguyen
FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services

FELLAS：利用LLM作为外部服务增强联邦序列推荐

ACM Transactions on Information Systems
IF9.1
2025-09-120
OA
Wei Yuan; Chaoqun Yang; Guanhua Ye; Tong Chen; Quoc Viet Hung Nguyen; Hongzhi Yin
Automated Prompting for Non-Overlapping Cross-Domain Sequential Recommendation

非重叠跨域序列推荐的自动化提示

IEEE Transactions on Knowledge and Data Engineering
IF10.4
2025-09-010
PRE
Lei Guo; Chunxiao Wang; Xinhua Wang; Lei Zhu; Hongzhi Yin
Scalable and effective negative sample generation for hyperedge prediction

可扩展且高效的反向样本生成方法用于超边预测

Neural Networks
IF6.3
2025-08-270
PREAI
Shilin Qu; Weiqing Wang; Yuan-Fang Li; Quoc Viet Hung Nguyen; Hongzhi Yin
Knowledge Enhancement and Temporal Aware for Multi-Behavior Contrastive Recommendation

知识增强与时间感知的多行为对比推荐

ACM Transactions on Intelligent Systems and Technology
IF6.6
2025-08-190
PRE
Hongrui Xuan; Bohan Li; Wenlong Wu; Yi Liu; Hongzhi Yin

研究方向

暂未获取到该数据
Q
Quoc Viet Hung Nguyen
H 指数:50论文数:371被引数:9,083
T
Tong Chen
H 指数:42论文数:333被引数:6,727
T
Thành Tâm Nguyên
H 指数:34论文数:293被引数:3,896
X
Xiaofang Zhou
H 指数:71论文数:1,013被引数:2.4万
Z
Zi Huang
H 指数:60论文数:415被引数:1.3万
W
Weiqing Wang
H 指数:30论文数:191被引数:3,150
崔斌 封面图
崔斌
H 指数:56论文数:706被引数:1.3万
T
Thanh Trung Huynh
H 指数:14论文数:53被引数:720
K
Kai Zheng
H 指数:55论文数:556被引数:1.0万
W
Wei Yuan
H 指数:10论文数:26被引数:394