Zhiyong Cheng

Orcid: 0000-0003-1109-5028

Affiliations:
  • Qilu University of Technology, Shandong Artificial Intelligence Institute, Jinan, China
  • Shandong Computer Science Center, National Supercomputer Center, Jinan, China
  • National University of Singapore, Singapore
  • Singapore Management University, Singapore (PhD 2016)


According to our database1, Zhiyong Cheng authored at least 120 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Disentangled Cascaded Graph Convolution Networks for Multi-Behavior Recommendation.
Trans. Recomm. Syst., December, 2024

DA-DAN: A Dual Adversarial Domain Adaption Network for Unsupervised Non-overlapping Cross-domain Recommendation.
ACM Trans. Inf. Syst., March, 2024

Decoupled domain-specific and domain-conditional representation learning for cross-domain recommendation.
Inf. Process. Manag., March, 2024

Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation.
ACM Trans. Inf. Syst., January, 2024

Cluster-based Graph Collaborative Filtering.
CoRR, 2024

Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Behavior Pattern Mining-based Multi-Behavior Recommendation.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Attribute-driven Disentangled Representation Learning for Multimodal Recommendation.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Causality-Inspired Invariant Representation Learning for Text-Based Person Retrieval.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Dual Consistency-Enhanced Semi-Supervised Sentiment Analysis Towards COVID-19 Tweets.
IEEE Trans. Knowl. Data Eng., December, 2023

Disentangled Graph Neural Networks for Session-Based Recommendation.
IEEE Trans. Knowl. Data Eng., August, 2023

Explainable Discrete Collaborative Filtering.
IEEE Trans. Knowl. Data Eng., July, 2023

TBNet: A Two-Stream Boundary-Aware Network for Generic Image Manipulation Localization.
IEEE Trans. Knowl. Data Eng., July, 2023

Flexible Multiview Spectral Clustering With Self-Adaptation.
IEEE Trans. Cybern., April, 2023

Binary Label Learning for Semi-Supervised Feature Selection.
IEEE Trans. Knowl. Data Eng., March, 2023

Information Retrieval meets Large Language Models: A strategic report from Chinese IR community.
AI Open, January, 2023

On Modality Bias Recognition and Reduction.
ACM Trans. Multim. Comput. Commun. Appl., 2023

Siamese Alignment Network for Weakly Supervised Video Moment Retrieval.
IEEE Trans. Multim., 2023

Disentangled Multimodal Representation Learning for Recommendation.
IEEE Trans. Multim., 2023

Multi-Modal Discrete Collaborative Filtering for Efficient Cold-Start Recommendation.
IEEE Trans. Knowl. Data Eng., 2023

Adaptive Collaborative Soft Label Learning for Unsupervised Multi-View Feature Selection.
ACM Trans. Knowl. Discov. Data, 2023

A Multitemporal Scale and Spatial-Temporal Transformer Network for Temporal Action Localization.
IEEE Trans. Hum. Mach. Syst., 2023

Dual attentive graph convolutional networks for cross-domain recommendation.
J. Intell. Fuzzy Syst., 2023

Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models.
CoRR, 2023

Prior-Free Continual Learning with Unlabeled Data in the Wild.
CoRR, 2023

MB-HGCN: A Hierarchical Graph Convolutional Network for Multi-behavior Recommendation.
CoRR, 2023

Continual Learning with Strong Experience Replay.
CoRR, 2023

Multi-Behavior Recommendation with Cascading Graph Convolution Networks.
Proceedings of the ACM Web Conference 2023, 2023

Semantic-Guided Feature Distillation for Multimodal Recommendation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Modeling Multi-Relational Connectivity for Personalized Fashion Matching.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Sample Less, Learn More: Efficient Action Recognition via Frame Feature Restoration.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Enhancing Factorization Machines with Generalized Metric Learning (Extended Abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022
Feature-Level Attentive ICF for Recommendation.
ACM Trans. Inf. Syst., 2022

Efficient Multi-modal Hashing with Online Query Adaption for Multimedia Retrieval.
ACM Trans. Inf. Syst., 2022

Pairwise Two-Stream ConvNets for Cross-Domain Action Recognition With Small Data.
IEEE Trans. Neural Networks Learn. Syst., 2022

Frame-Wise Cross-Modal Matching for Video Moment Retrieval.
IEEE Trans. Multim., 2022

An Attribute-Aware Attentive GCN Model for Attribute Missing in Recommendation.
IEEE Trans. Knowl. Data Eng., 2022

Enhancing Factorization Machines With Generalized Metric Learning.
IEEE Trans. Knowl. Data Eng., 2022

Loss Re-Scaling VQA: Revisiting the Language Prior Problem From a Class-Imbalance View.
IEEE Trans. Image Process., 2022

Learning Transferable and Discriminative Representations for 2D Image-Based 3D Model Retrieval.
IEEE Trans. Circuits Syst. Video Technol., 2022

Assessing learning engagement based on facial expression recognition in MOOC's scenario.
Multim. Syst., 2022

AENAR: An aspect-aware explainable neural attentional recommender model for rating predication.
Expert Syst. Appl., 2022

Temporal Action Localization with Multi-temporal Scales.
CoRR, 2022

Bit-aware Semantic Transformer Hashing for Multi-modal Retrieval.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Privacy-Preserving Synthetic Data Generation for Recommendation Systems.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021
Adaptive Partial Multi-View Hashing for Efficient Social Image Retrieval.
IEEE Trans. Multim., 2021

DeepDance: Music-to-Dance Motion Choreography With Adversarial Learning.
IEEE Trans. Multim., 2021

DCR: A Unified Framework for Holistic/Partial Person ReID.
IEEE Trans. Multim., 2021

User Identity Linkage Across Social Media via Attentive Time-Aware User Modeling.
IEEE Trans. Multim., 2021

Dual-Level Semantic Transfer Deep Hashing for Efficient Social Image Retrieval.
IEEE Trans. Circuits Syst. Video Technol., 2021

Unsupervised Deep K-Means Hashing for Efficient Image Retrieval and Clustering.
IEEE Trans. Circuits Syst. Video Technol., 2021

Query-graph with Cross-gating Attention Model for Text-to-Audio Grounding.
CoRR, 2021

Factor-level Attentive ICF for Recommendation.
CoRR, 2021

Interest-aware Message-Passing GCN for Recommendation.
Proceedings of the WWW '21: The Web Conference 2021, 2021

UGRec: Modeling Directed and Undirected Relations for Recommendation.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Discrete Listwise Collaborative Filtering for Fast Recommendation.
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

A Novel Patch Convolutional Neural Network for View-based 3D Model Retrieval.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Two-pronged Strategy: Lightweight Augmented Graph Network Hashing for Scalable Image Retrieval.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020
Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning.
ACM Trans. Inf. Syst., 2020

Fast Discrete Collaborative Multi-Modal Hashing for Large-Scale Multimedia Retrieval.
IEEE Trans. Knowl. Data Eng., 2020

Flexible Multi-modal Hashing for Scalable Multimedia Retrieval.
ACM Trans. Intell. Syst. Technol., 2020

Unsupervised Online Video Object Segmentation With Motion Property Understanding.
IEEE Trans. Image Process., 2020

Deep Collaborative Multi-View Hashing for Large-Scale Image Search.
IEEE Trans. Image Process., 2020

Discrete Optimal Graph Clustering.
IEEE Trans. Cybern., 2020

Unsupervised Deep Cross-modal Hashing with Virtual Label Regression.
Neurocomputing, 2020

Loss-rescaling VQA: Revisiting Language Prior Problem from a Class-imbalance View.
CoRR, 2020

Frame-wise Cross-modal Match for Video Moment Retrieval.
CoRR, 2020

Task-adaptive Asymmetric Deep Cross-modal Hashing.
CoRR, 2020

A^2-GCN: An Attribute-aware Attentive GCN Model for Recommendation.
CoRR, 2020

Pairwise View Weighted Graph Network for View-based 3D Model Retrieval.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Attention feature matching for weakly-supervised video relocalization.
Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Personalized Item Recommendation for Second-hand Trading Platform.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Texture Semantically Aligned with Visibility-aware for Partial Person Re-identification.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Multi-Feature Discrete Collaborative Filtering for Fast Cold-Start Recommendation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Attentive Long Short-Term Preference Modeling for Personalized Product Search.
ACM Trans. Inf. Syst., 2019

Attentive Aspect Modeling for Review-Aware Recommendation.
ACM Trans. Inf. Syst., 2019

MMALFM: Explainable Recommendation by Leveraging Reviews and Images.
ACM Trans. Inf. Syst., 2019

Style-Oriented Personalized Landmark Recommendation.
IEEE Trans. Ind. Electron., 2019

Efficient discrete latent semantic hashing for scalable cross-modal retrieval.
Signal Process., 2019

Music auto-tagging based on the unified latent semantic modeling.
Multim. Tools Appl., 2019

Fast Video Object Segmentation via Mask Transfer Network.
CoRR, 2019

Online Multi-modal Hashing with Dynamic Query-adaption.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Compositional Coding for Collaborative Filtering.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Quantifying and Alleviating the Language Prior Problem in Visual Question Answering.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Explainable Video Action Reasoning via Prior Knowledge and State Transitions.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Personalized Hashtag Recommendation for Micro-videos.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Flexible Online Multi-modal Hashing for Large-scale Multimedia Retrieval.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

User Diverse Preference Modeling by Multimodal Attentive Metric Learning.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Deep Spatial Pyramid Features Collaborative Reconstruction for Partial Person ReID.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Long-tail Hashtag Recommendation for Micro-videos with Graph Convolutional Network.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
Unsupervised multi-view feature extraction with dynamic graph learning.
J. Vis. Commun. Image Represent., 2018

Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

EPICURE - Aspect-based Multimodal Review Summarization.
Proceedings of the 10th ACM Conference on Web Science, 2018

Multi-modal Preference Modeling for Product Search.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A^3NCF: An Adaptive Aspect Attention Model for Rating Prediction.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017
Unsupervised Visual Hashing with Semantic Assistant for Content-Based Image Retrieval.
IEEE Trans. Knowl. Data Eng., 2017

Unsupervised Topic Hypergraph Hashing for Efficient Mobile Image Retrieval.
IEEE Trans. Cybern., 2017

Assisting Attraction Classification by Harvesting Web Data.
IEEE Access, 2017

Exploring User-Specific Information in Music Retrieval.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Multi-Task Multi-modal Semantic Hashing for Web Image Retrieval with Limited Supervision.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Exploiting Music Play Sequence for Music Recommendation.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016
On Effective Location-Aware Music Recommendation.
ACM Trans. Inf. Syst., 2016

On very large scale test collection for landmark image search benchmarking.
Signal Process., 2016

The effects of multiple query evidences on social image retrieval.
Multim. Syst., 2016

On Effective Personalized Music Retrieval by Exploring Online User Behaviors.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Which Information Sources are More Effective and Reliable in Video Search.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

2015
On robust image spam filtering via comprehensive visual modeling.
Pattern Recognit., 2015

Training Binary Multilayer Neural Networks for Image Classification using Expectation Backpropagation.
CoRR, 2015

VenueMusic: A Venue-Aware Music Recommender System.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

2014
Just-for-me: an adaptive personalization system for location-aware social music recommendation.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

The Evolution of Research on Multimedia Travel Guide Search and Recommender Systems.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Just-for-Me: An Adaptive Personalization System for Location-Aware Social Music Recommendation.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Influences of Influential Users: An Empirical Study of Music Social Network.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

2013
Building a Large Scale Test Collection for Effective Benchmarking of Mobile Landmark Search.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

2011
Personalized video similarity measure.
Multim. Syst., 2011

The effects of heterogeneous information combination on large scale social image search.
Proceedings of the ICIMCS 2011, 2011

2010
Large Scale Rich Media Information Search: Challenges and Opportunities.
Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010


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