Fangzhao Wuの肖像

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