Portrait of Fangzhao Wu

Fangzhao Wu

Researcher

Publication

2023

  1. Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark, ACL 2023
  2. Towards Attack-tolerant Federated Learning via Critical Parameter Analysis, ICCV 2023
  3. DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision, WWW 2023
  4. FedDefender: Client-Side Attack-Tolerant Federated Learning, KDD 2023

2022

  1. No One Left Behind: Inclusive Federated Learning over Heterogeneous Devices, KDD 2022 (ADS track)
  2. FedX: Unsupervised Federated Learning with Cross Knowledge Distillation, ECCV 2022
  3. FeedRec: News Feed Recommendation with Various User Feedbacks, WWW 2022
  4. Effective and Efficient Query-aware Snippet Extraction for Web Search, EMNLP 2022
  5. NoisyTune: A Little Noise Can Help You Finetune Pretrained Language Models Better, ACL 2022 (short paper)

2021

  1. Fedgnn: Federated graph neural network for privacy-preserving recommendation, arxiv
  2. Personalized News Recommendation with Knowledge-aware Interactive Matching. SIGIR 2021
  3. Joint Knowledge Pruning and Recurrent Graph Convolution for News Recommendation. SIGIR 2021
  4. User-as-Graph: User Modeling with Heterogeneous Graph Pooling for News Recommendation. IJCAI 2021
  5. FairRec: Fairness-aware News Recommendation with Decomposed Adversarial Learning. AAAI 2021
  6. DA-Transformer: Distance-aware Transformer. NAACL 2021

2020

  1. MIND: A Large-scale Dataset for News Recommendation. ACL 2020
  2. Fine-grained Interest Matching for Neural News Recommendation. ACL 2020
  3. User Modeling with Click Preference and Reading Satisfaction for News Recommendation. IJCAI 2020
  4. FedRec: Privacy-Preserving News Recommendation Model Learning. EMNLP 2020 Findings
  5. SentiRec: Sentiment Diversity-aware Neural News Recommendation. AACL 2020

2019

  1. NPA: Neural News Recommendation with Personalized Attention. KDD 2019, ADS track.
  2. Neural News Recommendation with Long- and Short-term User Representations. ACL 2019
  3. Exploring Sequence-to-Sequence Learning in Aspect Term Extraction. ACL 2019
  4. DRr-Net: Dynamic Re-read Network for Sentence Semantic Matching. AAAI 2019

2018

  1. Image-Enhanced Multi-Level Sentence Representation Net for Natural Language Inference. ICDM 2018
  2. Neural Chinese Word Segmentation with Dictionary Knowledge. NLPCC 2018

2017

  1. THU_NGN at IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases with Deep LSTM. IJCNLP (Shared Tasks) 2017