All Stories

  1. Benchmarking In-the-Wild Multimodal Disease Recognition and A Versatile Baseline

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

    ZI HUANG, Tianqi Wei

  2. DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection

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

    ZI HUANG, Zhuoxiao Chen

  3. Physics-guided Active Sample Reweighting for Urban Flow Prediction

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

    ZI HUANG

  4. Explicit Knowledge Graph Reasoning for Conversational Recommendation

    Article • ACM Transactions on Intelligent Systems and Technology, July 2024, ACM (Association for Computing Machinery)

    ZI HUANG

  5. Universal Adversarial Perturbations for Vision-Language Pre-trained Models

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

    ZI HUANG

  6. Filter-based Stance Network for Rumor Verification

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

    ZI HUANG

  7. Multi-head Siamese Prototype Learning against both Data and Label Corruption

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

    ZI HUANG

  8. Zero-Shot Learning by Harnessing Adversarial Samples

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

    ZI HUANG

  9. Semi-decentralized Federated Ego Graph Learning for Recommendation

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

    ZI HUANG

  10. Semantic Enhanced Video Captioning with Multi-feature Fusion

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

    Shanshan Dong, ZI HUANG

  11. Video Captioning by Learning from Global Sentence and Looking Ahead

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

    ZI HUANG

  12. Proactive Privacy-preserving Learning for Cross-modal Retrieval

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

    ZI HUANG

  13. Robust Learning with Adversarial Perturbations and Label Noise

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

    ZI HUANG

  14. Machine Unlearning for Image Retrieval

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

    ZI HUANG

  15. PipAttack: Poisoning Federated Recommender Systems for Manipulating Item Promotion

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

    ZI HUANG

  16. Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation

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

    ZI HUANG

  17. CausalRec: Causal Inference for Visual Debiasing in Visually-Aware Recommendation

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

    ZI HUANG

  18. Joint-teaching: Learning to Refine Knowledge for Resource-constrained Unsupervised Cross-modal Retrieval

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

    ZI HUANG

  19. Local Graph Convolutional Networks for Cross-Modal Hashing

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

    ZI HUANG

  20. Imbalanced Source-free Domain Adaptation

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

    ZI HUANG, Xinhao Li

  21. Learning Transferrable and Interpretable Representations for Domain Generalization

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

    ZI HUANG

  22. Domain Adaptive Semantic Segmentation without Source Data

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

    ZI HUANG

  23. Mitigating Generation Shifts for Generalized Zero-Shot Learning

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

    ZI HUANG

  24. Learning Elastic Embeddings for Customizing On-Device Recommenders

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

    ZI HUANG

  25. Privacy Protection in Deep Multi-modal Retrieval

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

    ZI HUANG

  26. Learning to Ask Appropriate Questions in Conversational Recommendation

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

    ZI HUANG

  27. Graph Embedding for Recommendation against Attribute Inference Attacks

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

    ZI HUANG

  28. CRSAL

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

    ZI HUANG

  29. Prototype-Matching Graph Network for Heterogeneous Domain Adaptation

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

    ZI HUANG

  30. Incomplete Cross-modal Retrieval with Dual-Aligned Variational Autoencoders

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

    ZI HUANG

  31. Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches

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

    ZI HUANG

  32. Adversarial Bipartite Graph Learning for Video Domain Adaptation

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

    ZI HUANG

  33. Try This Instead

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

    ZI HUANG

  34. GAG

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

    ZI HUANG

  35. Exploiting Cross-session Information for Session-based Recommendation with Graph Neural Networks

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

    ZI HUANG

  36. Next Point-of-Interest Recommendation on Resource-Constrained Mobile Devices

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

    ZI HUANG

  37. Rethinking the Item Order in Session-based Recommendation with Graph Neural Networks

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

    ZI HUANG

  38. Alleviating Feature Confusion for Generative Zero-shot Learning

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

    ZI HUANG

  39. Cycle-consistent Conditional Adversarial Transfer Networks

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

    ZI HUANG

  40. CRA-Net

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

    ZI HUANG, Liang Peng

  41. Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation

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

    ZI HUANG

  42. Enhancing Collaborative Filtering with Generative Augmentation

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

    ZI HUANG

  43. Deep Collaborative Discrete Hashing with Semantic-Invariant Structure

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

    ZI HUANG

  44. Coarse-to-Fine Annotation Enrichment for Semantic Segmentation Learning

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

    ZI HUANG

  45. Neural Memory Streaming Recommender Networks with Adversarial Training

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

    ZI HUANG

  46. Streaming Ranking Based Recommender Systems

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

    ZI HUANG

  47. Feature Reconstruction by Laplacian Eigenmaps for Efficient Instance Search

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

    ZI HUANG

  48. Modal-adversarial Semantic Learning Network for Extendable Cross-modal Retrieval

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

    ZI HUANG

  49. Discrete Deep Learning for Fast Content-Aware Recommendation

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

    ZI HUANG

  50. Jointly Modeling Static Visual Appearance and Temporal Pattern for Unsupervised Video Hashing

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

    ZI HUANG

  51. Unifying Multi-Source Social Media Data for Personalized Travel Route Planning

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

    ZI HUANG

  52. POI Popularity Prediction via Hierarchical Fusion of Multiple Social Clues

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

    ZI HUANG

  53. Event Early Embedding

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

    ZI HUANG

  54. Transductive Visual-Semantic Embedding for Zero-shot Learning

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

    ZI HUANG

  55. Joint Modeling of User Check-in Behaviors for Real-time Point-of-Interest Recommendation

    Article • ACM Transactions on Information Systems, December 2016, ACM (Association for Computing Machinery)

    ZI HUANG

  56. Supervised Robust Discrete Multimodal Hashing for Cross-Media Retrieval

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

    ZI HUANG

  57. What are Popular

    Article • October 2015, ACM (Association for Computing Machinery)

    ZI HUANG

  58. Joint Modeling of Users' Interests and Mobility Patterns for Point-of-Interest Recommendation

    Article • October 2015, ACM (Association for Computing Machinery)

    ZI HUANG

  59. Linear cross-modal hashing for efficient multimedia search

    Article • October 2013, ACM (Association for Computing Machinery)

    ZI HUANG