Publications
Selected publications of NSAI Lab members. Authors with NSAI Lab affiliation are highlighted.
2026
-
Image-Guided Debiasing Distillation with Preference Alignment Across Multi-News Histories
WSDM 2026 [paper]
2025
-
Relation-Faceted Graph Pooling with LLM Guidance for Dynamic Span-Aware Information Extraction
CIKM 2025 [paper] -
STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation
CIKM 2025 [paper] -
STLSP: Integrating Structure and Text with Large Language Models for Link Sign Prediction of Networks
IJCAI 2025 [paper] [code] -
HLMEA: Unsupervised entity alignment based on hybrid language models
AAAI 2025 [paper] [code] -
Method for task execution based on knowledge graph obtained through entity alignment
US Patent App. 18580105 [paper] -
A survey on knowledge graph evolution: proliferation, dynamic embedding, and versioning
IJWGS 2025 [paper]
2024
-
Towards building a robust knowledge intensive question answering model with large language models
NLPCC 2024 [paper] -
PACIFIC: enhancing sequential recommendation via preference-aware causal intervention and counterfactual data augmentation
CIKM 2024 [paper] -
Htccn: Temporal causal convolutional networks with hawkes process for extrapolation reasoning in temporal knowledge graphs
NAACL 2024 [paper] -
EMPNet: An extract-map-predict neural network architecture for cross-domain recommendation
WWW 2024 [paper] -
A deep spatiotemporal trajectory representation learning framework for clustering
TITS 2024 [paper]
2023
-
Mandari: Multi-modal temporal knowledge graph-aware sub-graph embedding for next-poi recommendation
ICME 2023 [paper]
2022
-
MFC-Prov: Media forensics challenge image provenance evaluation and data analysis on large-scale datasets
Neurocomputing 2022 [paper]
2021
-
DORIC: discovering topological relations based on spatial link composition
KIS 2021 [paper]