List of works - Dawei Yin

A Survey of Large Language Models for Graphs

scientific article published on 25 August 2024

A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models

scientific article published on 25 August 2024

AgentIR: 1st Workshop on Agent-based Information Retrieval

scientific article published on 11 July 2024

DRL4IR: 4th Workshop on Deep Reinforcement Learning for Information Retrieval

scientific article published on 21 October 2023

Disentangled Contrastive Collaborative Filtering

scientific article published on 19 July 2023

GraphGPT: Graph Instruction Tuning for Large Language Models

scientific article published on 11 July 2024

HiGPT: Heterogeneous Graph Language Model

scientific article published on 25 August 2024

Hyperbolic Contrastive Learning for Cross-Domain Recommendation

scientific article published on 20 October 2024

I3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage Retrieval

scientific article published on 21 October 2023

LLMRec: Large Language Models with Graph Augmentation for Recommendation

scientific article published on 04 March 2024

Large Language Models for Graphs: Progresses and Directions

scientific article published on 12 May 2024

Learning Discrete Document Representations in Web Search

scientific article published on 04 August 2023

Representation Learning with Large Language Models for Recommendation

scientific article published on 08 May 2024

S <sup>2</sup> phere: Semi-Supervised Pre-training for Web Search over Heterogeneous Learning to Rank Data

scientific article published on 04 August 2023

SMLP4Rec: An Efficient All-MLP Architecture for Sequential Recommendations

scientific article published on 18 December 2023

Sequential Recommendation with User Evolving Preference Decomposition

scientific article published on 23 November 2023

Toward Bias-Agnostic Recommender Systems: A Universal Generative Framework

scientific article published on 02 April 2024

Towards Completeness-Oriented Tool Retrieval for Large Language Models

scientific article published on 20 October 2024

Unsupervised Large Language Model Alignment for Information Retrieval via Contrastive Feedback

scientific article published on 11 July 2024

UrbanGPT: Spatio-Temporal Large Language Models

scientific article published on 25 August 2024

List of works by Dawei Yin

A Survey of Large Language Models for Graphs

A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models

AgentIR: 1st Workshop on Agent-based Information Retrieval

DRL4IR: 4th Workshop on Deep Reinforcement Learning for Information Retrieval

Disentangled Contrastive Collaborative Filtering

GraphGPT: Graph Instruction Tuning for Large Language Models

HiGPT: Heterogeneous Graph Language Model

Hyperbolic Contrastive Learning for Cross-Domain Recommendation

I3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage Retrieval

LLMRec: Large Language Models with Graph Augmentation for Recommendation

Large Language Models for Graphs: Progresses and Directions

Learning Discrete Document Representations in Web Search

Representation Learning with Large Language Models for Recommendation

S <sup>2</sup> phere: Semi-Supervised Pre-training for Web Search over Heterogeneous Learning to Rank Data

SMLP4Rec: An Efficient All-MLP Architecture for Sequential Recommendations

Sequential Recommendation with User Evolving Preference Decomposition

Toward Bias-Agnostic Recommender Systems: A Universal Generative Framework

Towards Completeness-Oriented Tool Retrieval for Large Language Models

Unsupervised Large Language Model Alignment for Information Retrieval via Contrastive Feedback

UrbanGPT: Spatio-Temporal Large Language Models