Stars
Official Implementation of GenRxR (RecSys'26) (Paper: https://arxiv.org/abs/2607.24829)
Source code for the ICML 2026 paper "Rethinking Contrastive Learning in Graph Collaborative Filtering: Limitations and A Simple Remedy"
IIRG: Beyond Memorized Item-to-Item Transitions: Analyzing and Mitigating Shortcut Reliance in LLM-Based Generative Recommendations
Text-attributed Graph Dataset Distillation via Coupling Language Model with Graph-aware Kernel
Official Implementation of WWW 2025 paper "Beyond Neighbors: Distance-Generalized Graphlets for Enhanced Graph Characterization"
Official code repository for "Pre-Deployment Advertisement Ranking under Data Scarcity via Context-Aware Criteria Generation with VLMs" (ACL 2026 Industry Track Oral)
Effective Dataset Distillation for Spatio-Temporal Forecasting with Bi-dimensional Compression (ICDE 26)
Published as a conference paper at EMNLP (Findings) 2025
The official implementation of ELiCiT, described in the paper ELiCiT: Effective and Lightweight Lossy Compression of Tensors, Jihoon Ko, Taehyung Kwon, Jinhong Jung, and Kijung Shin, ICDM 2024.
[ACL'26 Findings] Official Repository of "Hybrid-Vector Retrieval for Visually Rich Documents: Combining Single-Vector Efficiency and Multi-Vector Accuracy"
MaxViT-based Grid Prediction Model for Re-analysis Fields Using CMAQ Inputs
Published as a conference paper at AAAI 2026
Official code repository of "ReFuGe: Feature Generation for Prediction Tasks on Relational Databases with LLM Agents" (WWW 2026)
Source code for the RecSys 2024 paper "Revisiting LightGCN: Unexpected Inflexibility, Inconsistency, and A Remedy Towards Improved Recommendation."
Implementation of Attributed Hypergraph Generation with Realistic Interplay Between Structure and Attributes
[ICDM'25] Edge Probability Graph Models Beyond Edge Independency: Concepts, Analyses, and Algorithms