发表论文

Publication

• 2023-07-09
  Zero-shot Visual Question Answering with Language Model Feedback
  Findings of ACL 2023
  论文详情
• 2023-04-30
  Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders
  WWW 2023
  论文详情
• 2023-04-14
  Towards Efficient and Effective Transformers for Sequential Recommendation
  DASFAA 2023
  论文详情
• 2023-04-08
  Enhancing Multi-View Smoothness for Sequential Recommendation Models
  TOIS 2023
  论文详情
• 2023-03-01
  UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph
  ICLR 2023
  论文详情
• 2023-02-27
  Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation
  WSDM 2023
  论文详情
• 2023-01-10
  Curriculum Pre-Training Heterogeneous Subgraph Transformer for Top-N Recommendation
  TOIS 2022
  论文详情
• 2022-12-21
  A Revisiting Study of Appropriate Offline Evaluation for Top-N Recommendation Algorithms
  TOIS 2022
  论文详情
• 2022-12-07
  ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation
  EMNLP 2022
  论文详情
• 2022-12-07
  SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval
  EMNLP 2022
  论文详情
• 2022-12-07
  TextBox 2.0: A Text Generation Library with Pre-trained Language Models
  EMNLP Demo 2022
  论文详情
• 2022-11-28
  Privacy-Preserved Neural Graph Similarity Learning
  ICDM 2022
  论文详情
• 2022-11-23
  Complex Knowledge Base Question Answering: A Survey
  TKDE
  论文详情
• 2022-10-17
  Temporal Contrastive Pre-Training for Sequential Recommendation
  CIKM 2022
  论文详情
• 2022-10-17
  RecBole 2.0: Towards a More Up-to-Date Recommendation Library
  CIKM 2022 Resource paper
  论文详情
• 2022-10-17
  A Relevant and Diverse Retrieval-enhanced Data Augmentation Framework for Sequential Recommendation
  CIKM 2022 Applied Research Track
  论文详情
• 2022-10-17
  Multimodal Meta-Learning for Cold-Start Sequential Recommendation
  CIKM 2022 Applied Research Track
  论文详情
• 2022-10-12
  Context-Tuning: Learning Contextualized Prompts for Natural Language Generation
  COLING 2022
  论文详情
• 2022-10-12
  Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models
  COLING 2022
  论文详情
• 2022-09-18
  Modeling Two-Way Selection Preference for Person-Job Fit
  RecSys 2022
  论文详情
• 2022-08-14
  Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning
  KDD 2022
  论文详情
• 2022-08-14
  Towards Universal Sequence Representation Learning for Recommender Systems
  KDD 2022
  论文详情
• 2022-08-14
  Feature-aware Diversified Re-ranking with Disentangled Representations for Relevant Recommendation
  KDD 2022 Applied Data Science Track
  论文详情
• 2022-08-14
  JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding
  KDD 2022 Applied Data Science Track
  论文详情
• 2022-07-23
  A Survey of Vision-Language Pre-Trained Models
  IJCAI 2022 Survey Track
  论文详情
• 2022-07-11
  Ada-Ranker: A Data Distribution Adaptive Ranking Paradigm for Sequential Recommendation
  SIGIR 2022
  论文详情
• 2022-07-11
  Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering
  SIGIR 2022
  论文详情
• 2022-07-11
  Alleviating Spurious Correlations in Knowledge-aware Recommendations through Counterfactual Generator
  SIGIR 2022
  论文详情
• 2022-07-11
  CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space
  SIGIR 2022, Short paper
  论文详情
• 2022-07-10
  Learning to Transfer Prompts for Text Generation
  NAACL 2022
  论文详情
• 2022-07-10
  ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models
  NAACL 2022
  论文详情
• 2022-07-10
  Great Truths are Always Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models
  Findings of NAACL 2022
  论文详情
• 2022-05-22
  Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network
  ACL 2022
  论文详情
• 2022-05-22
  Debiased Contrastive Learning of Unsupervised Sentence Representations
  ACL 2022
  论文详情
• 2022-04-28
  Neural Graph Matching for Pre-training Graph Neural Networks
  SDM 2022
  论文详情
• 2022-04-25
  Filter-enhanced MLP is All You Need for Sequential Recommendation
  WWW 2022
  论文详情
• 2022-04-25
  Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning
  WWW 2022
  论文详情
• 2022-04-11
  Leveraging Search History for Improving Person-Job Fit
  DASFAA 2022
  论文详情
• 2022-02-15
  C2-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System
  WSDM 2022
  论文详情
• 2021-11-24
  Interpretable Aspect-aware Capsule Network for Peer Review based Citation Count Prediction
  TOIS 2021
  论文详情
• 2021-10-30
  Contrastive Curriculum Learning for Sequential User Behavior Modeling via Data Augmentation
  CIKM 2021 Applied Track
  论文详情
• 2021-10-30
  RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms
  CIKM 2021 Resource Track
  论文详情
• 2021-10-14
  RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking
  EMNLP 2021
  论文详情
• 2021-10-06
  RAST: A Reward Augmented Model for Fine-Grained Sentiment Transfer
  NLPCC 2021
  论文详情
• 2021-09-13
  Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models
  EMNLP 2021
  论文详情
• 2021-09-08
  Knowledge-Guided Disentangled Representation Learning for Recommender Systems
  TOIS 2021
  论文详情
• 2021-08-19
  Generating Long and Coherent Text with Multi-Level Generative Adversarial Networks
  APWeb-WAIM 2021
  论文详情
• 2021-08-14
  Debiasing Learning based Cross-domain Recommendation
  KDD 2021 Applied Data Science Track
  论文详情
• 2021-08-14
  Learning Reliable User Representations from Volatile and Sparse Data to Accurately Predict Customer Lifetime Value
  KDD 2021 Applied Data Science Track
  论文详情
• 2021-08-14
  RAPT: Pre-training of Time-Aware Transformer for Learning Robust Healthcare Representation
  KDD 2021 Applied Data Science Track
  论文详情

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