Zheng Hu

95 papers A* 5A 3B 9C 3Misc 3Journal 44Unranked 28
YearRankTypeTitle / Venue / Authors
2026 J jnl
Retrieval-enhanced, Adaptively Collaborative, and Temporal-aware user behavior comprehension for LLM-based sequential recommendation.
Inf. Process. Manag.
Zheng Hu, Yongsen Pan, Zetao Li, Jiaming Huang, Satoshi Nakagawa, Jiawen Deng, Shimin Cai, Fuji Ren
2026 J jnl
Stop Treating Collisions Equally: Qualification-Aware Semantic ID Learning for Recommendation at Industrial Scale.
CoRR
Zheng Hu, Yuxin Chen, Yongsen Pan, Xu Yuan, Yuting Yin, Daoyuan Wang, Boyang Xia, Zefei Luo, Hongyang Wang, Songhao Ni, Dongxu Liang, Jun Wang, Shimin Cai, Tao Zhou, Fuji Ren, Wenwu Ou
2025 — conf
All That Glitters is Not Gold: Improving Robust Retrieval-Augmented Language Models with Fact-Centric Preference Alignment.
ACL (Findings)
Jia Hao, Chunhong Zhang, Jiarun Liu, Haiyu Zhao, Zhiqiang Zhan, Zheng Hu
2025 A conf
Beyond Return Conditioning: Multi-Scale Sequence Modeling and Advantage-Guided Policy Routing for Offline RL.
CIKM
Kunbao Wu, Xinning Zhu, Yang Qin, Tieru Wang, Jianzhou Diao, Zheng Hu
2025 A* conf
Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models.
AAAI
Zheng Hu, Zhe Li, Ziyun Jiao, Satoshi Nakagawa, Jiawen Deng, Shimin Cai, Tao Zhou, Fuji Ren
2025 B conf
CycleOIE: A Low-Resource Training Framework For Open Information Extraction.
COLING
Zhihong Jin, Chunhong Zhang, Zheng Hu, Jibin Yu, Ruiqi Ma, Qingyun Chen, Xiaohao Liao, Yanxing Zhang
2025 J jnl
Enhanced Emotion Recognition in Conversations Through Hybrid Context Encoding and Latent Dependency Mining.
IEEE Trans. Affect. Comput.
Zheng Hu, Jiawen Deng, Satoshi Nakagawa, Yan Zhuang, Xiaoyue Zhang, Shimin Cai, Fuji Ren
2025 J jnl
GLSCL: Graph local similarity contrastive learning for recommendation.
Expert Syst. Appl.
Zhou Zhou, Zheng Hu, Shi-Min Cai, Tao Zhou
2025 B conf
HGTUL: A Hypergraph-Based Model For Trajectory User Linking.
PRICAI
Fengjie Chang, Xinning Zhu, Zheng Hu, Yang Qin
2025 J jnl
HGTUL: A Hypergraph-based Model For Trajectory User Linking.
CoRR
Fengjie Chang, Xinning Zhu, Zheng Hu, Yang Qin
2025 J jnl
Hierarchical Denoising for Robust Social Recommendation.
IEEE Trans. Knowl. Data Eng.
Zheng Hu, Satoshi Nakagawa, Yan Zhuang, Jiawen Deng, Shimin Cai, Tao Zhou, Fuji Ren
2025 — conf
Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction.
NAACL (Long Papers)
Liping Liu, Chunhong Zhang, Likang Wu, Chuang Zhao, Zheng Hu, Ming He, Jianping Fan
2025 J jnl
Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction.
CoRR
Liping Liu, Chunhong Zhang, Likang Wu, Chuang Zhao, Zheng Hu, Ming He, Jianping Fan
2025 A* conf
Interpretable Knowledge Tracing with Difficulty-Aware Attention and Selective State Space Model.
SIGIR
Yang Qin, Xinning Zhu, Xiaosheng Tang, Chunhong Zhang, Kunbao Wu, Fengjie Chang, Jianzhou Diao, Zheng Hu
2025 J jnl
Multi-Level Contrastive Learning for Multimodal Sentiment Analysis.
IEEE Trans. Multim.
Yan Zhuang, Wei Bai, Yanru Zhang, Jiawen Deng, Zheng Hu, Xiaoyue Zhang, Fuji Ren
2025 B conf
Robust Representation Learning for Time Series via Decomposition and Fine-Grained Similarity-Guided Contrast.
SMC
Jianzhou Diao, Xinning Zhu, Ye Wang, Zheng Hu
2025 A* conf
SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction.
AAAI
Zetao Li, Zheng Hu, Peng Han, Yu Gu, Shimin Cai
2025 A* conf
WEPO: Web Element Preference Optimization for LLM-based Web Navigation.
AAAI
Jiarun Liu, Jia Hao, Chunhong Zhang, Zheng Hu
2024 B conf
AnoGrad: Time Series Anomaly Detection with Score-Based Generative Model.
SMC
Jiaxuan Mi, Xinning Zhu, Zhaoyang Meng, Zheng Hu
2024 J jnl
Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models.
CoRR
Zheng Hu, Zhe Li, Ziyun Jiao, Satoshi Nakagawa, Jiawen Deng, Shimin Cai, Tao Zhou, Fuji Ren
2024 J jnl
Enhancing cross-market recommendations by addressing negative transfer and leveraging item co-occurrences.
Inf. Syst.
Zheng Hu, Satoshi Nakagawa, Shi-Min Cai, Fuji Ren, Jiawen Deng
2024 A* conf
GLoMo: Global-Local Modal Fusion for Multimodal Sentiment Analysis.
ACM Multimedia
Yan Zhuang, Yanru Zhang, Zheng Hu, Xiaoyue Zhang, Jiawen Deng, Fuji Ren
2024 — conf
Meta-Reinforcement Learning Algorithm Based on Reward and Dynamic Inference.
PAKDD (3)
Jinhao Chen, Chunhong Zhang, Zheng Hu
2024 J jnl
Multimodal Fake News Detection with Contrastive Learning and Optimal Transport.
Frontiers Comput. Sci.
Xiaorong Shen, Maowei Huang, Zheng Hu, Shimin Cai, Tao Zhou
2024 J jnl
PoSE: Suppressing Perceptual Noise in Embodied Agents for Enhanced Semantic Navigation.
IEEE Robotics Autom. Lett.
Benhui Zhuang, Chunhong Zhang, Zheng Hu
2024 B conf
SHR: Enhancing Event Argument Extraction Ability of Large language Models with Simple-Hard Refining.
IEEE Big Data
Jinghan Wu, Chunhong Zhang, Zheng Hu, Jibin Yu
2024 J jnl
Vital node identification in complex networks based on autoencoder and graph neural network.
Appl. Soft Comput.
You Xiong, Zheng Hu, Chang Su, Shi-Min Cai, Tao Zhou
2024 J jnl
WEPO: Web Element Preference Optimization for LLM-based Web Navigation.
CoRR
Jiarun Liu, Jia Hao, Chunhong Zhang, Zheng Hu
2023 — conf
6G Network Self-Evolution: Generating Core Networks.
ICC Workshops
Zihao Liu, Meng Zhang, Chunhong Zhang, Zheng Hu
2023 J jnl
A graph-attention based spatial-temporal learning framework for tourism demand forecasting.
Knowl. Based Syst.
Binggui Zhou, Yunxuan Dong, Guanghua Yang, Fen Hou, Zheng Hu, Suxiu Xu, Shaodan Ma
2023 J jnl
A novel model for tourism demand forecasting with spatial-temporal feature enhancement and image-driven method.
Neurocomputing
Yunxuan Dong, Binggui Zhou, Guanghua Yang, Fen Hou, Zheng Hu, Shaodan Ma
2023 A conf
Celebrity-aware Graph Contrastive Learning Framework for Social Recommendation.
CIKM
Zheng Hu, Satoshi Nakagawa, Liang Luo, Yu Gu, Fuji Ren
2023 J jnl
Collaborative Recommendation Model Based on Multi-modal Multi-view Attention Network: Movie and literature cases.
CoRR
Zheng Hu, Shi-Min Cai, Jun Wang, Tao Zhou
2023 J jnl
Collaborative recommendation model based on multi-modal multi-view attention network: Movie and literature cases.
Appl. Soft Comput.
Zheng Hu, Shi-Min Cai, Jun Wang, Tao Zhou
2023 B conf
DA-MTAD: Capturing Intra- and Inter-Metric Dependencies for Multivariate Time Series Anomaly Detection.
SMC
Zhaoyang Meng, Xinning Zhu, Feng Pan, Zheng Hu
2023 J jnl
Geometry-based anisotropy representation learning of concepts for knowledge graph embedding.
Appl. Intell.
Jibin Yu, Chunhong Zhang, Zheng Hu, Yang Ji, Dongjun Fu, Xueyu Wang
2023 A conf
Hierarchical Reinforcement Learning with Attention Reward.
AAMAS
Sihong Luo, Jinghao Chen, Zheng Hu, Chunhong Zhang, Benhui Zhuang
2023 J jnl
Multi-Agent Deep Reinforcement Learning-Based Interdependent Computing for Mobile Edge Computing-Assisted Robot Teams.
IEEE Trans. Veh. Technol.
Qimei Cui, Xiyu Zhao, Wei Ni, Zheng Hu, Xiaofeng Tao, Ping Zhang
2023 J jnl
Multi-hop question answering over incomplete knowledge graph with abstract conceptual evidence.
Appl. Intell.
Qi Sun, Chunhong Zhang, Zheng Hu, Zhihong Jin, Jibin Yu, Liping Liu
2023 — conf
Two-Stage Trajectory Generation Model for Realistic Human Mobility Simulation.
HPCC/DSS/SmartCity/DependSys
Haofeng Gong, Xinning Zhu, Zheng Hu, Jianzhou Diao
2022 J jnl
An affective chatbot with controlled specific emotion expression.
Sci. China Inf. Sci.
Chenglin Jiang, Chunhong Zhang, Yang Ji, Zheng Hu, Zhiqiang Zhan, Guanghua Yang
2022 — conf
Cross-Sentence Temporal Relation Extraction with Relative Sentence Time.
KSEM (1)
Pengyun Xie, Xinning Zhu, Chunhong Zhang, Zheng Hu, Guanghua Yang
2022 — conf
Double Auction Mechanism for Cooperative Swarm Learning in Internet of Vehicles.
GLOBECOM (Workshops)
Shangjing Lin, Yueying Li, Bei Zhuang, Tao Ning, Ziyi Li, Chunhong Zhang, Zheng Hu
2022 — conf
Learning from Imperfect Demonstrations via Reweighting Confidence.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Tao Ning, Chunhong Zhang, Zheng Hu, Xiaosheng Tang, Benhui Zhuang
2022 Misc conf
Multi-step Point-of-Interest-level Crowd Flow Prediction Based on Meta Learning.
ICMLC
Yuting Feng, Xinning Zhu, Xiaosheng Tang, Zheng Hu
2022 — conf
Policy Transfer via Skill Adaptation and Composition.
CSAI
Benhui Zhuang, Chunhong Zhang, Zheng Hu
2022 Misc conf
Unsupervised Anomaly Detection by Autoencoder with Feature Decomposition.
ICMLC
Yihao Guo, Xinning Zhu, Zheng Hu, Zhiqiang Zhan
2021 C conf
A Framework of Data Fusion Through Spatio-Temporal Knowledge Graph.
KSEM
Xiaohan Zhang, Xinning Zhu, Jie Wu, Zheng Hu, Chunhong Zhang
2021 J jnl
A transfer approach with attention reptile method and long-term generation mechanism for few-shot traffic prediction.
Neurocomputing
Chujie Tian, Xinning Zhu, Zheng Hu, Jian Ma
2020 J jnl
A Natural Language Process-Based Framework for Automatic Association Word Extraction.
IEEE Access
Zheng Hu, Jiao Luo, Chunhong Zhang, Wei Li
2020 J jnl
A latent-label denoising method for relation extraction with self-directed confidence learning.
Intell. Data Anal.
Tingting Sun, Chunhong Zhang, Yang Ji, Zheng Hu
2020 J jnl
Deep multi-view residual attention network for crowd flows prediction.
Neurocomputing
Hao Yuan, Xinning Zhu, Zheng Hu, Chunhong Zhang
2020 J jnl
Deep spatial-temporal networks for crowd flows prediction by dilated convolutions and region-shifting attention mechanism.
Appl. Intell.
Chujie Tian, Xinning Zhu, Zheng Hu, Jian Ma
2020 J jnl
Distributed representation of knowledge graphs with subgraph-aware proximity.
Theor. Comput. Sci.
Xiao Han, Chunhong Zhang, Chenchen Guo, Yang Ji, Zheng Hu
2020 — conf
Event-centric Tourism Knowledge Graph - A Case Study of Hainan.
KSEM (1)
Jie Wu, Xinning Zhu, Chunhong Zhang, Zheng Hu
2020 — conf
Minimum Delay Routing for Connected and Autonomous Vehicles Communications.
CSNDSP
Zhengquan Zhao, Yu Chen, Zheng Hu
2020 Misc conf
The Guiding Role of Reward Based on Phased Goal in Reinforcement Learning.
ICMLC
Yiming Liu, Zheng Hu
2019 J jnl
A Dilated Recurrent Neural Network-Based Model for Graph Embedding.
IEEE Access
Xiao Han, Chunhong Zhang, Yang Ji, Zheng Hu
2019 J jnl
Exploring Group Movement Pattern through Cellular Data: A Case Study of Tourists in Hainan.
ISPRS Int. J. Geo Inf.
Xinning Zhu, Tianyue Sun, Hao Yuan, Zheng Hu, Jiansong Miao
2019 J jnl
Frequent Subgraph Mining Based Collaboration Pattern Analysis for Wikipedia.
Inf. Technol. Control.
Zhonghu Zuo, Chunhong Zhang, Xiaosheng Tang, Zheng Hu, Yuqian Tang
2019 J jnl
MSnet: Multi-Head Self-Attention Network for Distantly Supervised Relation Extraction.
IEEE Access
Tingting Sun, Chunhong Zhang, Yang Ji, Zheng Hu
2019 J jnl
Reinforcement Learning for Distantly Supervised Relation Extraction.
IEEE Access
Tingting Sun, Chunhong Zhang, Yang Ji, Zheng Hu
2019 J jnl
Taxonomy-aware collaborative denoising autoencoder for personalized recommendation.
Appl. Intell.
Chunhong Zhang, Tiantian Li, Zhibin Ren, Zheng Hu, Yang Ji
2018 J jnl
A Triple-Branch Neural Network for Knowledge Graph Embedding.
IEEE Access
Xiao Han, Chunhong Zhang, Tingting Sun, Yang Ji, Zheng Hu
2018 — conf
Adversarial Learning for Visual Storytelling with Sense Group Partition.
ACCV (4)
Lingbo Mo, Chunhong Zhang, Yang Ji, Zheng Hu
2018 — conf
Discovering Transportation Mode of Tourists Using Low-Sampling-Rate Trajectory of Cellular Data.
ICSAI
Hewei Hu, Xinning Zhu, Zheng Hu, Jie Wu, Xiaohan Zhang
2018 — conf
History-Based Article Quality Assessment on Wikipedia.
BigComp
Shiyue Zhang, Zheng Hu, Chunhong Zhang, Ke Yu
2017 B conf
Taxonomy-Induced Matrix Factorization for Inferring Preference of Mobile Telecom Users.
MDM
Zhibin Ren, Chunhong Zhang, Tiantian Li, Zheng Hu
2017 — conf
egoPortray: Visual Exploration of Mobile Communication Signature from Egocentric Network Perspective.
MMM (1)
Qing Wang, Jiansu Pu, Yuanfang Guo, Zheng Hu, Hui Tian
2016 — conf
Approximate Subgraph Matching Query over Large Graph.
BigCom
Yu Zhao, Chunhong Zhang, Tingting Sun, Yang Ji, Zheng Hu, Xiaofeng Qiu
2016 J jnl
Critical size of ego communication networks.
CoRR
Qing Wang, Jian Gao, Tao Zhou, Zheng Hu, Hui Tian
2016 — conf
Knowledge Graph Completion for Hyper-relational Data.
BigCom
Miao Zhou, Chunhong Zhang, Xiao Han, Yang Ji, Zheng Hu, Xiaofeng Qiu
2016 — conf
Learning-Based Characterizing and Modeling Performance Bottlenecks of Big Data Workloads.
HPCC/SmartCity/DSS
Zhongxin Guo, Zheng Hu, Chunhong Zhang, Youer Pu
2016 C conf
Not too late to identify potential churners: early churn prediction in telecommunication industry.
BDCAT
Jingjiao Zhang, Jiaqing Fu, Chunhong Zhang, Xin Ke, Zheng Hu
2016 — conf
Path Sampling Based Relevance Search in Heterogeneous Networks.
BigCom
Qiang Gu, Chunhong Zhang, Tingting Sun, Yang Ji, Zheng Hu, Xiaofeng Qiu
2015 B conf
An intelligent two-agent self-configuration approach for radio resource management.
IM
Kevin Collados, Juan-Luis Gorricho, Joan Serrat, Zheng Hu, Ke Xu
2015 J jnl
Consistence beats causality in recommender systems.
CoRR
Xuzhen Zhu, Hui Tian, Zheng Hu, Ping Zhang, Tao Zhou
2015 J jnl
Friendship influence on mobile behavior of location based social network users.
J. Commun. Networks
Yang Song, Zheng Hu, Xiaoming Leng, Hui Tian, Kun Yang, Xin Ke
2015 B conf
Pricing-based power allocation in wireless network virtualization: A game approach.
IWCMC
Junyi Wei, Kun Yang, Guopeng Zhang, Zheng Hu
2014 J jnl
A new user similarity model to improve the accuracy of collaborative filtering.
Knowl. Based Syst.
Haifeng Liu, Zheng Hu, Ahmad Umair Mian, Hui Tian, Xuzhen Zhu
2013 — conf
A Novel Group Recommendation Algorithm with Collaborative Filtering.
SocialCom
Yang Song, Zheng Hu, Haifeng Liu, Yu Shi, Hui Tian
2013 J jnl
A Queuing Theory-Enabled Dynamic Bandwidth Allocation Algorithm for a Wired-Wireless Converged Network.
Wirel. Pers. Commun.
Zhenfei Wang, Kun Yang, David K. Hunter, Zheng Hu, Hui Tian
2013 — conf
An Adaptive Social Influence Propagation Model Based on Local Network Topology.
EC-Web
Haifeng Liu, Zheng Hu, Hui Tian, Dian Zhou
2013 — conf
Cumulative Probability Distribution Model for Evaluating User Behavior Prediction Algorithms.
SocialCom
Haifeng Liu, Zheng Hu, Dian Zhou, Hui Tian
2013 J jnl
Estimation of in-service quality of experience for peer-to-peer live video streaming systems using a user-centric and context-aware approach based on Bayesian networks.
Trans. Emerg. Telecommun. Technol.
Ahmad Umair Mian, Zheng Hu, Hui Tian
2013 — conf
Self-Adaptive Optimized Link Prediction Based on Weak Ties Theory in Unweighted Network.
SocialCom
Xuzhen Zhu, Hui Tian, Zheng Hu, Haifeng Liu
2012 — conf
A context-aware computing mediated dynamic service composition and reconfiguration for ubiquitous environment.
IOT
Tao Gong, Zheng Hu, Haifeng Liu, Feng Lin, Dian Zhou, Hui Tian
2012 J jnl
A two-dimensional architecture for end-to-end resource management in virtual network environments.
IEEE Netw.
Ning Wang, Yan Zhang, Joan Serrat, Juan-Luis Gorricho, Tao Guo, Zheng Hu, Ping Zhang
2012 J jnl
Joint Power and Bandwidth Allocation Algorithm with QoS Support in Heterogeneous Wireless Networks.
IEEE Commun. Lett.
Jie Miao, Zheng Hu, Kun Yang, CanRu Wang, Hui Tian
2012 — conf
Optimal Resource Allocation for Multi-Access in Heterogeneous Wireless Networks.
VTC Spring
Jie Miao, Zheng Hu, CanRu Wang, Rongrong Lian, Hui Tian
2011 — conf
Cross-Layer Design for Energy Efficiency of TCP Traffic in Cognitive Radio Networks.
VTC Fall
Gengyu Li, Zheng Hu, Guoyi Zhang, Lili Zhao, Wenpeng Li, Hui Tian
2010 — conf
Group Vertical Handover in Heterogeneous Radio Access Networks.
VTC Fall
Lei Sun, Hui Tian, Zheng Hu
2010 — conf
QoS-Guaranteed Radio Resource Allocation with Distributed Inter-Cell Interference Coordination for Multi-Cell OFDMA Systems.
VTC Spring
Shuqin Zheng, Hui Tian, Zheng Hu, Lan Chen, Jianchi Zhu
2006 J jnl
Towards Mobile Ubiquitous Service Environment.
Wirel. Pers. Commun.
Yang Ji, Ping Zhang, Zheng Hu, Xu Wang, Yinong Li, Xiaosheng Tang
2005 C conf
MUSE: a vision of service and architecture for beyond 3G networks.
ISADS
Ping Zhang, Yang Ji, Yongjing Zhang, Xu Wang, Zheng Hu