Published as a SIGIR 2026 short paper.

Official Implementation of GenRxR (RecSys'26) (Paper: https://arxiv.org/abs/2607.24829)

This is repository provides the official implementation of the paper: Generative Recommendation with Review-Augmented User Sequences

IIRG: Beyond Memorized Item-to-Item Transitions: Analyzing and Mitigating Shortcut Reliance in LLM-Based Generative Recommendations

Source code for the ICML 2026 paper "Rethinking Contrastive Learning in Graph Collaborative Filtering: Limitations and A Simple Remedy"

Official code repository for "Pre-Deployment Advertisement Ranking under Data Scarcity via Context-Aware Criteria Generation with VLMs" (ACL 2026 Industry Track Oral)

Published as a conference paper at KDD 2023

Published as a conference paper at ICDM 2022

Published as a conference paper at ICLR 2024

A mutable neural architecture project.

Published as a conference paper at NeurIPS 2024

Published as a journal paper at DAMI 2023

Published as a conference paper at EMNLP (Findings) 2025

Published at The Web Conference 2026

Published as a conference paper at AAAI 2026

[NeurIPS 2025 Datasets and Benchmarks] Source code for the paper RDB2G-Bench: A Comprehensive Benchmark for Automatic Graph Modeling of Relational Databases

Official code repository of "ReFuGe: Feature Generation for Prediction Tasks on Relational Databases with LLM Agents" (WWW 2026)

[ACL'26 Findings] Official Repository of "Hybrid-Vector Retrieval for Visually Rich Documents: Combining Single-Vector Efficiency and Multi-Vector Accuracy"

Official code for "A Self-Supervised Mixture of Experts Framework for Multi-behavior Recommendation" (CIKM 25)

Implementation of Attributed Hypergraph Generation with Realistic Interplay Between Structure and Attributes

[ICDM'25] Identifying Group Anchors in Real-World Group Interactions Under Label Scarcity

[ICDM'25] Edge Probability Graph Models Beyond Edge Independency: Concepts, Analyses, and Algorithms

Multiplicity-Aware Hypergraph Reconstruction

Source code for the AAAI 2025 paper "TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents."

[NeurIPS 2025 Datasets and Benchmarks] Source code for the paper RDB2G-Bench: A Comprehensive Benchmark for Automatic Graph Modeling of Relational Databases

[SIGIR'25 Short] Official Repository of "KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking"

A Toolbox for MultiModal Recommendation. Integrating 10+ Models...