List of works - Xueqi Cheng

A Unified Generative Retriever for Knowledge-Intensive Language Tasks via Prompt Learning

scientific article published on 19 July 2023

Bridged-GNN: Knowledge Bridge Learning for Effective Knowledge Transfer

scientific article published on 21 October 2023

CANA: Causal-enhanced Social Network Alignment

scientific article published on 21 October 2023

Causality and Independence Enhancement for Biased Node Classification

scientific article published on 21 October 2023

Cross-Model Comparative Loss for Enhancing Neuronal Utility in Language Understanding

scientific article published on 15 March 2024

DyTed: Disentangled Representation Learning for Discrete-time Dynamic Graph

scientific article published on 04 August 2023

FCS-HGNN: Flexible Multi-type Community Search in Heterogeneous Information Networks

scientific article published on 20 October 2024

GaQR: An Efficient Generation-augmented Question Rewriter

scientific article published on 20 October 2024

Improving Graph Domain Adaptation with Network Hierarchy

scientific article published on 21 October 2023

Improving Video Corpus Moment Retrieval with Partial Relevance Enhancement

scientific article published on 07 June 2024

Improving the Shortest Plank: Vulnerability-Aware Adversarial Training for Robust Recommender System

scientific article published on 08 October 2024

Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images

scientific article published on 11 July 2024

List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented Generation

scientific article published on 08 May 2024

Listwise Generative Retrieval Models via a Sequential Learning Process

scientific article published on 22 March 2024

LoRec: Combating Poisons with Large Language Model for Robust Sequential Recommendation

scientific article published on 11 July 2024

Look Globally and Reason: Two-stage Path Reasoning over Sparse Knowledge Graphs

scientific article published on 20 October 2024

NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training Framework

scientific article published on 02 October 2023

Negative as Positive: Enhancing Out-of-distribution Generalization for Graph Contrastive Learning

scientific article published on 11 July 2024

Node Embedding Preserving Graph Summarization

scientific article published on 08 March 2024

OpenGDA: Graph Domain Adaptation Benchmark for Cross-network Learning

scientific article published on 21 October 2023

Popularity Debiasing from Exposure to Interaction in Collaborative Filtering

scientific article published on 19 July 2023

Predicting the Silent Majority on Graphs: Knowledge Transferable Graph Neural Network

scientific article published on 26 April 2023

Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks

scientific article published on 08 May 2024

Semantic-Enhanced Differentiable Search Index Inspired by Learning Strategies

scientific article published on 04 August 2023

TOAK: A Topology-oriented Attack Strategy for Degrading User Identity Linkage in Cross-network Learning

scientific article published on 21 October 2023

List of works by Xueqi Cheng

A Unified Generative Retriever for Knowledge-Intensive Language Tasks via Prompt Learning

Bridged-GNN: Knowledge Bridge Learning for Effective Knowledge Transfer

CANA: Causal-enhanced Social Network Alignment

Causality and Independence Enhancement for Biased Node Classification

Cross-Model Comparative Loss for Enhancing Neuronal Utility in Language Understanding

DyTed: Disentangled Representation Learning for Discrete-time Dynamic Graph

FCS-HGNN: Flexible Multi-type Community Search in Heterogeneous Information Networks

GaQR: An Efficient Generation-augmented Question Rewriter

Improving Graph Domain Adaptation with Network Hierarchy

Improving Video Corpus Moment Retrieval with Partial Relevance Enhancement

Improving the Shortest Plank: Vulnerability-Aware Adversarial Training for Robust Recommender System

Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images

List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented Generation

Listwise Generative Retrieval Models via a Sequential Learning Process

LoRec: Combating Poisons with Large Language Model for Robust Sequential Recommendation

Look Globally and Reason: Two-stage Path Reasoning over Sparse Knowledge Graphs

NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training Framework

Negative as Positive: Enhancing Out-of-distribution Generalization for Graph Contrastive Learning

Node Embedding Preserving Graph Summarization

OpenGDA: Graph Domain Adaptation Benchmark for Cross-network Learning

Popularity Debiasing from Exposure to Interaction in Collaborative Filtering

Predicting the Silent Majority on Graphs: Knowledge Transferable Graph Neural Network

Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks

Semantic-Enhanced Differentiable Search Index Inspired by Learning Strategies

TOAK: A Topology-oriented Attack Strategy for Degrading User Identity Linkage in Cross-network Learning