An efficient neighborhood-based interaction model for recommendation on heterogeneous graph J Jin, J Qin, Y Fang, K Du, W Zhang, Y Yu, Z Zhang, AJ Smola Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020 | 124* | 2020 |
Rella: Retrieval-enhanced large language models for lifelong sequential behavior comprehension in recommendation J Lin, R Shan, C Zhu, K Du, B Chen, S Quan, R Tang, Y Yu, W Zhang Proceedings of the ACM on Web Conference 2024, 3497-3508, 2024 | 48* | 2024 |
Learning enhanced representation for tabular data via neighborhood propagation K Du, W Zhang, R Zhou, Y Wang, X Zhao, J Jin, Q Gan, Z Zhang, DP Wipf Advances in Neural Information Processing Systems 35, 16373-16384, 2022 | 20 | 2022 |
Codeapex: A bilingual programming evaluation benchmark for large language models L Fu, H Chai, S Luo, K Du, W Zhang, L Fan, J Lei, R Rui, J Lin, Y Fang, ... arXiv preprint arXiv:2309.01940, 2023 | 9* | 2023 |
Inductive relation prediction using analogy subgraph embeddings J Jin, Y Wang, K Du, W Zhang, Z Zhang, D Wipf, Y Yu, Q Gan International Conference on Learning Representations, 2022 | 6 | 2022 |
GraphHINGE: Learning interaction models of structured neighborhood on heterogeneous information network J Jin, K Du, W Zhang, J Qin, Y Fang, Y Yu, Z Zhang, AJ Smola ACM Transactions on Information Systems (TOIS) 40 (3), 1-35, 2022 | 4 | 2022 |
CodeGRAG: Extracting Composed Syntax Graphs for Retrieval Augmented Cross-Lingual Code Generation K Du, R Rui, H Chai, L Fu, W Xia, Y Wang, R Tang, Y Yu, W Zhang arXiv preprint arXiv:2405.02355, 2024 | 1 | 2024 |
DisCo: Towards Harmonious Disentanglement and Collaboration between Tabular and Semantic Space for Recommendation K Du, J Chen, J Lin, Y Xi, H Wang, X Dai, B Chen, R Tang, W Zhang Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | | 2024 |
SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model L Fu, H Guan, K Du, J Lin, W Xia, W Zhang, R Tang, Y Wang, Y Yu arXiv preprint arXiv:2407.01245, 2024 | | 2024 |
ELCoRec: Enhance Language Understanding with Co-Propagation of Numerical and Categorical Features for Recommendation J Chen*, K Du*, J Lin, B Chen, R Tang, W Zhang arXiv preprint arXiv:2406.18825, 2024 | | 2024 |
Learning Structure and Knowledge Aware Representation with Large Language Models for Concept Recommendation Q Li, W Xia, K Du, Q Zhang, W Zhang, R Tang, Y Yu arXiv preprint arXiv:2405.12442, 2024 | | 2024 |
Extracting Essential and Disentangled Knowledge for Recommendation Enhancement K Du, J Chen, J Lin, M Zhu, B Chen, S Li, R Tang arXiv preprint arXiv:2406.00012, 2024 | | 2024 |