Tao Qi
- Empowering News Recommendation with Pre-trained Language Models
2021/04/15 by Chuhan Wu, Wu, Chuhan, Fangzhao Wu +5 · 11 citations
Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Recommender Systems and Techniques
- HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation
2021/06/08 by Tao Qi, Qi, Tao, Fangzhao Wu +11 · 11 citations
Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
- NoisyTune: A Little Noise Can Help You Finetune Pretrained Language Models Better
2022/02/24 by Chuhan Wu, Wu, Chuhan, Fangzhao Wu +7 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- PTUM: Pre-training User Model from Unlabeled User Behaviors via Self-supervision
2020/10/04 by Chuhan Wu, Wu, Chuhan, Fangzhao Wu +9 · 6 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling #Web Data Mining and Analysis
- FeedRec: News Feed Recommendation with Various User Feedbacks
2021/02/09 by Chuhan Wu, Wu, Chuhan, Fangzhao Wu +5 · 4 citations
Computer Science · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Topic Modeling
- FedAttack: Effective and Covert Poisoning Attack on Federated Recommendation via Hard Sampling
2022/02/10 by Chuhan Wu, Wu, Chuhan, Fangzhao Wu +7 · 4 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
- Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling
2021/06/02 by Chuhan Wu, Fangzhao Wu, Wu, Chuhan +5 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- FedNER: Privacy-preserving Medical Named Entity Recognition with Federated Learning
2020/03/20 by Suyu Ge, Fangzhao Wu, Ge, Suyu +9 · 3 citations
Computer Science · Decision Sciences · #Topic Modeling #Data Quality and Management #Machine Learning in Healthcare
- FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning
2022/06/07 by Tao Qi, Fangzhao Wu, Qi, Tao +13 · 3 citations
Computer Science · Social Sciences · #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- News Recommendation with Candidate-aware User Modeling
2022/04/10 by Tao Qi, Fangzhao Wu, Qi, Tao +5 · 2 citations
Computer Science · #Recommender Systems and Techniques #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
- Cervus and cucumis peptides combined umbilical cord mesenchymal stem cells therapy for rheumatoid arthritis
2020/07/09 by Tao Qi, Hongxiang Gao, Yazheng Dang +2 · 1 citation
Medicine · Dentistry · #Mesenchymal stem cell research #Oral microbiology and periodontitis research #Osteoarthritis Treatment and Mechanisms
- Fastformer: Additive Attention Can Be All You Need
2021/08/20 by Chuhan Wu, Wu, Chuhan, Fangzhao Wu +7 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- ModelShield: Adaptive and Robust Watermark against Model Extraction Attack
2024/05/03 by Kaiyi Pang, Pang, Kaiyi, Tao Qi +7 · 2 citations
Computer Science · Engineering · #Advanced Steganography and Watermarking Techniques #Automated Road and Building Extraction #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Vehicle License Plate Recognition
- Two Birds with One Stone: Unified Model Learning for Both Recall and Ranking in News Recommendation
2021/04/15 by Chuhan Wu, Fangzhao Wu, Wu, Chuhan +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
- MM-Rec: Multimodal News Recommendation
2021/04/15 by Chuhan Wu, Wu, Chuhan, Fangzhao Wu +5 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Video Analysis and Summarization
- PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity
2021/06/02 by Tao Qi, Fangzhao Wu, Qi, Tao +5 · 1 citation
Computer Science · #Recommender Systems and Techniques #Caching and Content Delivery #Web Data Mining and Analysis
- Is News Recommendation a Sequential Recommendation Task?
2021/08/20 by Chuhan Wu, Fangzhao Wu, Wu, Chuhan +5 · 1 citation
Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Advanced Bandit Algorithms Research
- Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving
2021/09/11 by Tao Qi, Fangzhao Wu, Qi, Tao +7 · 1 citation
Computer Science · #Caching and Content Delivery #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
- Semi-FairVAE: Semi-supervised Fair Representation Learning with Adversarial Variational Autoencoder
2022/04/01 by Chuhan Wu, Fangzhao Wu, Wu, Chuhan +5 · 1 citation
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- End-to-end Learnable Diversity-aware News Recommendation
2022/04/01 by Chuhan Wu, Wu, Chuhan, Fangzhao Wu +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- FUM: Fine-grained and Fast User Modeling for News Recommendation
2022/04/10 by Tao Qi, Fangzhao Wu, Qi, Tao +5 · 1 citation
Computer Science · #Recommender Systems and Techniques #Topic Modeling #Advanced Graph Neural Networks
- ProFairRec: Provider Fairness-aware News Recommendation
2022/04/10 by Tao Qi, Fangzhao Wu, Qi, Tao +13 · 1 citation
Computer Science · #Recommender Systems and Techniques #Topic Modeling
- FedSampling: A Better Sampling Strategy for Federated Learning
2023/06/25 by Tao Qi, Qi, Tao, Fangzhao Wu +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Enhancing Watermarking Quality for LLMs via Contextual Generation States Awareness
2025/06/09 by Peiru Yang, Yang, Peiru, Xin Li +14 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis