PPaperPicks

Edith C. H. Ngai

University of Hong Kong, Department of Electrical and Electronic Engineering, Hong Kong

24 papers at tracked venues · 19 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3454-8731 ↗Homepage ↗

Venues

SIGKDD ×4CIKM ×3AAAI ×2ACL ×2ACM MM ×2SIGIR ×2WWW ×2ICDE ×1ICLR ×1ICML ×1IJCAI ×1NDSS ×1RecSys ×1UIST ×1

Frequent coauthors

Jinfeng Xu
×19
Jinze Li
×18
Shuo Yang
×17
Zheyu Chen
×12
Hewei Wang
×9
Yijie Li
×4
Xinran Zheng
×4
Wei Wang
×4
Xiping Hu
×4
Jianheng Tang
×2
Chi Xu
×2
William I. Atlas
×2

Papers

  1. CAMMSR: Category-Guided Attentive Mixture of Experts for Multimodal Sequential Recommendation
    ICDE 2026 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    ,
    Shuo Yang
    ,
    Jinze Li
    ,
    Hewei Wang
    ,
    Yijie Li
    ,
    Jianheng Tang
    ,
    Yunhuai Liu
    , Edith C. H. Ngai
  2. CoLD: Collaborative Label Denoising Framework for Network Intrusion Detection
    NDSS 2026 ·
    Shuo Yang
    ,
    Xinran Zheng
    ,
    Jinze Li
    ,
    Jinfeng Xu
    , Edith C. H. Ngai
  3. FUSED: Toward Federated Multimodal Retrieval across Sovereign Data Domains
    WWW 2026 ·
    Chi Xu
    ,
    Jiaxing Li
    ,
    Mengdi Jin
    ,
    William I. Atlas
    ,
    Mark A. Spoljaric
    , Edith C. H. Ngai,
    Jiangchuan Liu
  4. Learning and Editing Universal Graph Prompt Tuning via Reinforcement Learning
    SIGKDD 2026 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    ,
    Shuo Yang
    ,
    Jinze Li
    ,
    Hewei Wang
    ,
    Yijie Li
    , Edith C. H. Ngai
  5. Multi-modal Dynamic Proxy Learning for Personalized Multiple Clustering
    AAAI 2026 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    ,
    Shuo Yang
    ,
    Jinze Li
    ,
    Ziyue Peng
    ,
    Zewei Liu
    ,
    Hewei Wang
    ,
    Jiayi Zhang
    , Edith C. H. Ngai
  6. OCR-Memory: Optical Context Retrieval for Long-Horizon Agent Memory
    ACL 2026 ·
    Jinze Li
    ,
    Yang Zhang
    ,
    Xin Yang
    ,
    Jiayi Qu
    ,
    Jinfeng Xu
    ,
    Shuo Yang
    ,
    Junhua Ding
    , Edith Cheuk-Han Ngai
  7. RAMA: Retrieval-Augmented Multi-Agent Framework for Misinformation Detection in Multimodal Fact-Checking
    WWW 2026 ·
    Shuo Yang
    ,
    Zijian Yu
    ,
    Zhenzhe Ying
    ,
    Yuqin Dai
    ,
    Guoqing Wang
    ,
    Jun Lan
    ,
    Jinfeng Xu
    ,
    Jinze Li
    , Edith C. H. Ngai
  8. VI-MMRec: Similarity-Aware Training Cost-free Virtual User-Item Interactions for Multimodal Recommendation
    SIGKDD 2026 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    ,
    Shuo Yang
    ,
    Jinze Li
    ,
    Zitong Wan
    ,
    Hewei Wang
    ,
    Weijie Liu
    ,
    Yijie Li
    , Edith C. H. Ngai
  9. Verify Before You Commit: Towards Faithful Reasoning in LLM Agents via Self-Auditing
    ACL 2026 ·
    Wenhao Yuan
    ,
    Chenchen Lin
    ,
    Jian Chen
    ,
    Jinfeng Xu
    ,
    Xuehe Wang
    , Edith Cheuk-Han Ngai
  10. Well Begun is Half Done: Training-Free and Model-Agnostic Semantically Guaranteed User Representation Initialization for Multimodal Recommendation
    SIGIR 2026 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    ,
    Shuo Yang
    ,
    Jinze Li
    ,
    Hewei Wang
    ,
    Jianheng Tang
    ,
    Wei Wang
    ,
    Xiping Hu
    , Edith C. H. Ngai
  11. COHESION: Composite Graph Convolutional Network with Dual-Stage Fusion for Multimodal Recommendation
    SIGIR 2025 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    ,
    Wei Wang
    ,
    Xiping Hu
    ,
    Sang-Wook Kim
    , Edith C. H. Ngai
  12. Enhancing Graph Collaborative Filtering with FourierKAN Feature Transformation
    CIKM 2025 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    ,
    Jinze Li
    ,
    Shuo Yang
    ,
    Wei Wang
    ,
    Xiping Hu
    , Edith C. H. Ngai
  13. Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers
    IJCAI 2025 ·
    Chi Xu
    ,
    Yili Jin
    ,
    Sami Ma
    ,
    Rongsheng Qian
    ,
    Hao Fang
    ,
    Jiangchuan Liu
    ,
    Xue Liu
    , Edith C. H. Ngai,
    William I. Atlas
    ,
    Katrina M. Connors
    ,
    Mark A. Spoljaric
  14. Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding
    ICML 2025 ·
    Jinze Li
    ,
    Yixing Xu
    ,
    Haiduo Huang
    ,
    Xuanwu Yin
    ,
    Dong Li
    , Edith C. H. Ngai,
    Emad Barsoum
  15. MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual Triplets
    SIGKDD 2025 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    ,
    Jinze Li
    ,
    Shuo Yang
    ,
    Hewei Wang
    ,
    Yijie Li
    ,
    Mengran Li
    ,
    Puzhen Wu
    , Edith C. H. Ngai
  16. MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation
    AAAI 2025 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    ,
    Shuo Yang
    ,
    Jinze Li
    ,
    Hewei Wang
    , Edith C. H. Ngai
  17. NLGCL: Naturally Existing Neighbor Layers Graph Contrastive Learning for Recommendation
    RecSys 2025 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    ,
    Shuo Yang
    ,
    Jinze Li
    ,
    Hewei Wang
    ,
    Wei Wang
    ,
    Xiping Hu
    , Edith C. H. Ngai
  18. NoteIt: A System Converting Instructional Videos to Interactable Notes Through Multimodal Video Understanding
    UIST 2025 ·
    Running Zhao
    ,
    Zhihan Jiang
    ,
    Xinchen Zhang
    ,
    Chirui Chang
    ,
    Handi Chen
    ,
    Weipeng Deng
    ,
    Luyao Jin
    ,
    Xiaojuan Qi
    ,
    Xun Qian
    , Edith C. H. Ngai
  19. RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking
    ACM MM 2025 ·
    Shuo Yang
    ,
    Yuqin Dai
    ,
    Guoqing Wang
    ,
    Xinran Zheng
    ,
    Jinfeng Xu
    ,
    Jinze Li
    ,
    Zhenzhe Ying
    ,
    Weiqiang Wang
    , Edith C. H. Ngai
  20. The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation
    ACM MM 2025 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    ,
    Shuo Yang
    ,
    Jinze Li
    , Edith C. H. Ngai
  21. AlignGroup: Learning and Aligning Group Consensus with Member Preferences for Group Recommendation
    CIKM 2024 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    ,
    Jinze Li
    ,
    Shuo Yang
    ,
    Hewei Wang
    , Edith C. H. Ngai
  22. Internal Cross-layer Gradients for Extending Homogeneity to Heterogeneity in Federated Learning
    ICLR 2024 ·
    Yun-Hin Chan
    ,
    Rui Zhou
    ,
    Running Zhao
    ,
    Zhihan Jiang
    , Edith C. H. Ngai
  23. Multi-Scale Contrastive Attention Representation Learning for Encrypted Traffic Classification
    CIKM 2024 ·
    Shuo Yang
    ,
    Xinran Zheng
    ,
    Jinze Li
    ,
    Jinfeng Xu
    , Edith C. H. Ngai
  24. ReCDA: Concept Drift Adaptation with Representation Enhancement for Network Intrusion Detection
    SIGKDD 2024 ·
    Shuo Yang
    ,
    Xinran Zheng
    ,
    Jinze Li
    ,
    Jinfeng Xu
    ,
    Xingjun Wang
    , Edith C. H. Ngai