← Authors

Fangzhao Wu

60 papers · 2016–2025 · 12 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (9) 🌍 Conference Polyglot (12) 🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🌈 Renaissance Researcher (8) 🧭 Keyword Pioneer 🀝 Dynamic Duo (45) πŸ† Keyword Champion (2) πŸ”¬ Deep Specialist (15) πŸ”₯ Unstoppable (10) πŸš€ Conference Pioneer ⚑ Prolific Year (10) ❓ The Questioner (4) πŸ—ƒοΈ Keyword Collector (211) πŸ“ˆ Trend Setter πŸ’Ž Century Club (60)

Conferences

ACL (16) EMNLP (13) IJCNLP (8) IJCAI (6) SEMEVAL (4) AAAI (3) NAACL (3) ICML (2) NIPS (2) AACL (1) ECCV (1) ICCV (1)

Top co-authors

Chuhan Wu (45) Yongfeng Huang (42) Xing Xie (30) Tao Qi (24) Sixing Wu (7) Lingjuan Lyu (7) Zhigang Yuan (6) Mingxiao An (6) Junxin Liu (5) Jingwei Yi (5)

Research topics

Privacy (2)

Keywords

news recommendation (23) user modeling (11) attention mechanism (8) federated learning (7) user embedding (6) user representation (6) representation learning (5) convolutional neural network (5) user interest modeling (4) pre-trained language model (4) multi-view learning (4) transfer learning (3) click prediction (3) hierarchical attention (3) attention network (3) long short-term memory (3) adversarial learning (3) recommendation system (3) sentiment analysis (3) contrastive learning (3)

Papers

Defending against Indirect Prompt Injection by Instruction Detection EMNLP 2025
On the Vulnerability of Safety Alignment in Open-Access LLMs ACL 2024
Personalized Federated Learning with Inferred Collaboration Graphs ICML 2023
Towards Attack-tolerant Federated Learning via Critical Parameter Analysis ICCV 2023
FedSampling: A Better Sampling Strategy for Federated Learning IJCAI 2023
Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting ICML 2023
Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark ACL 2023
FedX: Unsupervised Federated Learning with Cross Knowledge Distillation ECCV 2022
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks NIPS 2022
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark AAAI 2022
FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning NIPS 2022
NoisyTune: A Little Noise Can Help You Finetune Pretrained Language Models Better ACL 2022
Two Birds with One Stone: Unified Model Learning for Both Recall and Ranking in News Recommendation ACL 2022
Rethinking InfoNCE: How Many Negative Samples Do You Need? IJCAI 2022
DebiasGAN: Eliminating Position Bias in News Recommendation with Adversarial Learning EMNLP 2022
Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation EMNLP 2022
Effective and Efficient Query-aware Snippet Extraction for Web Search EMNLP 2022
HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation ACL 2021
Fairness-aware News Recommendation with Decomposed Adversarial Learning AAAI 2021
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity ACL 2021
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling ACL 2021
One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers ACL 2021
Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation EMNLP 2021
Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving EMNLP 2021
NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application EMNLP 2021
User-as-Graph: User Modeling with Heterogeneous Graph Pooling for News Recommendation IJCAI 2021
HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation IJCNLP 2021
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity IJCNLP 2021
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling IJCNLP 2021
One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers IJCNLP 2021
DA-Transformer: Distance-aware Transformer NAACL 2021
Fine-grained Interest Matching for Neural News Recommendation ACL 2020
PTUM: Pre-training User Model from Unlabeled User Behaviors via Self-supervision EMNLP 2020
Privacy-Preserving News Recommendation Model Learning EMNLP 2020
User Modeling with Click Preference and Reading Satisfaction for News Recommendation IJCAI 2020
SentiRec: Sentiment Diversity-aware Neural News Recommendation AACL 2020
Attentive Pooling with Learnable Norms for Text Representation ACL 2020
MIND: A Large-scale Dataset for News Recommendation ACL 2020
Neural News Recommendation with Heterogeneous User Behavior IJCNLP 2019
Hi-Fi Ark: Deep User Representation via High-Fidelity Archive Network IJCAI 2019
Neural News Recommendation with Attentive Multi-View Learning IJCAI 2019
Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network IJCNLP 2019
Hierarchical User and Item Representation with Three-Tier Attention for Recommendation NAACL 2019
Neural News Recommendation with Multi-Head Self-Attention IJCNLP 2019
DRr-Net: Dynamic Re-Read Network for Sentence Semantic Matching AAAI 2019
Exploring Sequence-to-Sequence Learning in Aspect Term Extraction ACL 2019
Neural News Recommendation with Heterogeneous User Behavior EMNLP 2019
Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network EMNLP 2019
Neural News Recommendation with Topic-Aware News Representation ACL 2019
Neural News Recommendation with Long- and Short-term User Representations ACL 2019
Neural News Recommendation with Multi-Head Self-Attention EMNLP 2019
Neural Metaphor Detecting with CNN-LSTM Model NAACL 2018
THU_NGN at SemEval-2018 Task 10: Capturing Discriminative Attributes with MLP-CNN model SEMEVAL 2018
THU_NGN at SemEval-2018 Task 3: Tweet Irony Detection with Densely connected LSTM and Multi-task Learning SEMEVAL 2018
Detecting Tweets Mentioning Drug Name and Adverse Drug Reaction with Hierarchical Tweet Representation and Multi-Head Self-Attention EMNLP 2018
THU_NGN at SemEval-2018 Task 1: Fine-grained Tweet Sentiment Intensity Analysis with Attention CNN-LSTM SEMEVAL 2018
THU_NGN at SemEval-2018 Task 2: Residual CNN-LSTM Network with Attention for English Emoji Prediction SEMEVAL 2018
Active Sentiment Domain Adaptation ACL 2017
THU_NGN at IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases with Deep LSTM IJCNLP 2017
Sentiment Domain Adaptation with Multiple Sources ACL 2016