All Stories

  1. VLHP: Learning Discriminative Vision-Language Hybrid Prototypes for Weakly Supervised Semantic Segmentation

    Article • October 2025, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  2. I 3 -MRec: Invariant Learning with Information Bottleneck for Incomplete Modality Recommendation

    Article • October 2025, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  3. User Invariant Preference Learning for Multi-Behavior Recommendation

    Article • ACM Transactions on Information Systems, July 2025, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  4. Federated Semantic Learning for Privacy-preserving Cross-domain Recommendation

    Article • ACM Transactions on Information Systems, July 2025, ACM (Association for Computing Machinery)

    Ziang Lu, ZHIYONG CHENG

  5. Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models

    Article • ACM Transactions on Information Systems, November 2024, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  6. Attribute-driven Disentangled Representation Learning for Multimodal Recommendation

    Article • October 2024, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  7. Cluster-based Graph Collaborative Filtering

    Article • ACM Transactions on Information Systems, August 2024, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  8. Behavior Pattern Mining-based Multi-Behavior Recommendation

    Article • July 2024, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  9. Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation

    Article • July 2024, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  10. Disentangled Cascaded Graph Convolution Networks for Multi-Behavior Recommendation

    Article • ACM Transactions on Recommender Systems, June 2024, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  11. Modeling Multi-Relational Connectivity for Personalized Fashion Matching

    Article • October 2023, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  12. Sample Less, Learn More: Efficient Action Recognition via Frame Feature Restoration

    Article • October 2023, ACM (Association for Computing Machinery)

    Harry Cheng, ZHIYONG CHENG

  13. Semantic-Guided Feature Distillation for Multimodal Recommendation

    Article • October 2023, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  14. DA-DAN: A Dual Adversarial Domain Adaption Network for Unsupervised Non-overlapping Cross-domain Recommendation

    Article • ACM Transactions on Information Systems, August 2023, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  15. Dual attentive graph convolutional networks for cross-domain recommendation

    Article • Journal of Intelligent & Fuzzy Systems Applications in Engineering and Technology, May 2023, IOS Press

    ZHIYONG CHENG

  16. Multi-Behavior Recommendation with Cascading Graph Convolution Networks

    Article • April 2023, ACM (Association for Computing Machinery)

    ZHIYONG CHENG, sibo yin

  17. Adaptive Collaborative Soft Label Learning for Unsupervised Multi-view Feature Selection

    Article • ACM Transactions on Knowledge Discovery from Data, April 2023, ACM (Association for Computing Machinery)

    ZHIYONG CHENG, Dan Shi

  18. Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation

    Article • ACM Transactions on Information Systems, March 2023, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  19. On Modality Bias Recognition and Reduction

    Article • ACM Transactions on Multimedia Computing Communications and Applications, February 2023, ACM (Association for Computing Machinery)

    Harry Cheng, ZHIYONG CHENG

  20. Feature-Level Attentive ICF for Recommendation

    Article • ACM Transactions on Information Systems, October 2022, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  21. A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA

    Article • October 2022, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  22. Bit-aware Semantic Transformer Hashing for Multi-modal Retrieval

    Article • July 2022, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  23. Privacy-Preserving Synthetic Data Generation for Recommendation Systems

    Article • July 2022, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  24. Efficient Multi-modal Hashing with Online Query Adaption for Multimedia Retrieval

    Article • ACM Transactions on Information Systems, April 2022, ACM (Association for Computing Machinery)

    ZHIYONG CHENG, huaxiang zhang

  25. A Novel Patch Convolutional Neural Network for View-based 3D Model Retrieval

    Article • October 2021, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  26. Two-pronged Strategy

    Article • October 2021, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  27. UGRec: Modeling Directed and Undirected Relations for Recommendation

    Article • July 2021, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  28. Interest-aware Message-Passing GCN for Recommendation

    Article • April 2021, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  29. Attention feature matching for weakly-supervised video relocalization

    Article • March 2021, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  30. Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning

    Article • ACM Transactions on Information Systems, October 2020, ACM (Association for Computing Machinery)

    ZHIYONG CHENG, Xiaolin Chen, Ruiyang Ren

  31. Personalized Item Recommendation for Second-hand Trading Platform

    Article • October 2020, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  32. Texture Semantically Aligned with Visibility-aware for Partial Person Re-identification

    Article • October 2020, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  33. Pairwise View Weighted Graph Network for View-based 3D Model Retrieval

    Article • July 2020, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  34. Flexible Multi-modal Hashing for Scalable Multimedia Retrieval

    Article • ACM Transactions on Intelligent Systems and Technology, April 2020, ACM (Association for Computing Machinery)

    ZHIYONG CHENG, huaxiang zhang

  35. Long-tail Hashtag Recommendation for Micro-videos with Graph Convolutional Network

    Article • November 2019, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  36. User Diverse Preference Modeling by Multimodal Attentive Metric Learning

    Article • October 2019, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  37. Deep Spatial Pyramid Features Collaborative Reconstruction for Partial Person ReID

    Article • October 2019, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  38. Personalized Hashtag Recommendation for Micro-videos

    Article • October 2019, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  39. Explainable Video Action Reasoning via Prior Knowledge and State Transitions

    Article • October 2019, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  40. Flexible Online Multi-modal Hashing for Large-scale Multimedia Retrieval

    Article • October 2019, ACM (Association for Computing Machinery)

    ZHIYONG CHENG, huaxiang zhang

  41. Attentive Aspect Modeling for Review-Aware Recommendation

    Article • ACM Transactions on Information Systems, July 2019, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  42. Compositional Coding for Collaborative Filtering

    Article • July 2019, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  43. Online Multi-modal Hashing with Dynamic Query-adaption

    Article • July 2019, ACM (Association for Computing Machinery)

    ZHIYONG CHENG, huaxiang zhang

  44. Quantifying and Alleviating the Language Prior Problem in Visual Question Answering

    Article • July 2019, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  45. MMALFM

    Article • ACM Transactions on Information Systems, March 2019, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  46. Aspect-Aware Latent Factor Model

    Article • January 2018, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  47. Exploring User-Specific Information in Music Retrieval

    Article • August 2017, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  48. Which Information Sources are More Effective and Reliable in Video Search

    Article • July 2016, ACM (Association for Computing Machinery)

    ZHIYONG CHENG

  49. On Effective Personalized Music Retrieval by Exploring Online User Behaviors

    Article • July 2016, ACM (Association for Computing Machinery)

    ZHIYONG CHENG