List of works - Huawei Shen

Accelerating the Surrogate Retraining for Poisoning Attacks against Recommender Systems

scientific article published on 08 October 2024

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

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

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

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

scientific article published on 11 July 2024

MIDLG: Mutual Information based Dual Level GNN for Transaction Fraud Complaint Verification

scientific article published on 04 August 2023

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

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

scientific article published on 08 May 2024

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

scientific article published on 21 October 2023

Toward Practical Entity Alignment Method Design: Insights from New Highly Heterogeneous Knowledge Graph Datasets

scientific article published on 08 May 2024

Unlink to Unlearn: Simplifying Edge Unlearning in GNNs

scientific article published on 12 May 2024

List of works by Huawei Shen

Accelerating the Surrogate Retraining for Poisoning Attacks against Recommender Systems

CANA: Causal-enhanced Social Network Alignment

Causality and Independence Enhancement for Biased Node Classification

DyTed: Disentangled Representation Learning for Discrete-time Dynamic Graph

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

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

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

MIDLG: Mutual Information based Dual Level GNN for Transaction Fraud Complaint Verification

Node Embedding Preserving Graph Summarization

OpenGDA: Graph Domain Adaptation Benchmark for Cross-network Learning

Popularity Debiasing from Exposure to Interaction in Collaborative Filtering

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

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

Toward Practical Entity Alignment Method Design: Insights from New Highly Heterogeneous Knowledge Graph Datasets

Unlink to Unlearn: Simplifying Edge Unlearning in GNNs