All Stories

  1. AgenticScholar: Agentic Data Management with Pipeline Orchestration for Scholarly Corpora

    Article • Proceedings of the ACM on Management of Data, May 2026, ACM (Association for Computing Machinery)

    ZI HUANG

  2. Practical Parameterized Query Optimization via Efficient Plan Reuse and List-wise Ranking

    Article • Proceedings of the ACM on Management of Data, April 2026, ACM (Association for Computing Machinery)

    ZI HUANG

  3. Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware Routing

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

    ZI HUANG

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

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

    ZI HUANG, Tianqi Wei

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

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

    ZI HUANG, Zhuoxiao Chen

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

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

    ZI HUANG

  7. Explicit Knowledge Graph Reasoning for Conversational Recommendation

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

    ZI HUANG

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

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

    ZI HUANG

  9. Filter-based Stance Network for Rumor Verification

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

    ZI HUANG

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

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

    ZI HUANG

  11. Zero-Shot Learning by Harnessing Adversarial Samples

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

    ZI HUANG

  12. Semi-decentralized Federated Ego Graph Learning for Recommendation

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

    ZI HUANG

  13. 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

  14. 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

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

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

    ZI HUANG

  16. Robust Learning with Adversarial Perturbations and Label Noise

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

    ZI HUANG

  17. Machine Unlearning for Image Retrieval

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

    ZI HUANG

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

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

    ZI HUANG

  19. Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation

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

    ZI HUANG

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

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

    ZI HUANG

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

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

    ZI HUANG

  22. Local Graph Convolutional Networks for Cross-Modal Hashing

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

    ZI HUANG

  23. Imbalanced Source-free Domain Adaptation

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

    ZI HUANG, Xinhao Li

  24. Learning Transferrable and Interpretable Representations for Domain Generalization

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

    ZI HUANG

  25. Domain Adaptive Semantic Segmentation without Source Data

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

    ZI HUANG

  26. Mitigating Generation Shifts for Generalized Zero-Shot Learning

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

    ZI HUANG

  27. Learning Elastic Embeddings for Customizing On-Device Recommenders

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

    ZI HUANG

  28. Privacy Protection in Deep Multi-modal Retrieval

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

    ZI HUANG

  29. Learning to Ask Appropriate Questions in Conversational Recommendation

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

    ZI HUANG

  30. Graph Embedding for Recommendation against Attribute Inference Attacks

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

    ZI HUANG

  31. CRSAL

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

    ZI HUANG

  32. Prototype-Matching Graph Network for Heterogeneous Domain Adaptation

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

    ZI HUANG

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

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

    ZI HUANG

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

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

    ZI HUANG

  35. Adversarial Bipartite Graph Learning for Video Domain Adaptation

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

    ZI HUANG

  36. Try This Instead

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

    ZI HUANG

  37. GAG

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

    ZI HUANG

  38. 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

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

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

    ZI HUANG

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

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

    ZI HUANG

  41. Alleviating Feature Confusion for Generative Zero-shot Learning

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

    ZI HUANG

  42. Cycle-consistent Conditional Adversarial Transfer Networks

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

    ZI HUANG

  43. CRA-Net

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

    ZI HUANG, Liang Peng

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

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

    ZI HUANG

  45. Enhancing Collaborative Filtering with Generative Augmentation

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

    ZI HUANG

  46. Deep Collaborative Discrete Hashing with Semantic-Invariant Structure

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

    ZI HUANG

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

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

    ZI HUANG

  48. Neural Memory Streaming Recommender Networks with Adversarial Training

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

    ZI HUANG

  49. Streaming Ranking Based Recommender Systems

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

    ZI HUANG

  50. Feature Reconstruction by Laplacian Eigenmaps for Efficient Instance Search

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

    ZI HUANG

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

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

    ZI HUANG

  52. Discrete Deep Learning for Fast Content-Aware Recommendation

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

    ZI HUANG

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

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

    ZI HUANG

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

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

    ZI HUANG

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

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

    ZI HUANG

  56. Event Early Embedding

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

    ZI HUANG

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

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

    ZI HUANG

  58. 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

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

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

    ZI HUANG

  60. What are Popular

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

    ZI HUANG

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

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

    ZI HUANG

  62. Linear cross-modal hashing for efficient multimedia search

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

    ZI HUANG