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Hongxia Yang
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OFA: Unifying architectures, tasks, and modalities through a simple sequence-to-sequence learning framework
P Wang, A Yang, R Men, J Lin, S Bai, Z Li, J Ma, C Zhou, J Zhou, H Yang
ICML, 2022, 2022
11522022
GCC: Graph contrastive coding for graph neural network pre-training
J Qiu, Q Chen, Y Dong, J Zhang, H Yang, M Ding, K Wang, J Tang
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
10562020
Cogview: Mastering text-to-image generation via transformers
M Ding, Z Yang, W Hong, W Zheng, C Zhou, D Yin, J Lin, X Zou, Z Shao, ...
Advances in neural information processing systems 34, 19822-19835, 2021
8202021
Graphmae: Self-supervised masked graph autoencoders
Z Hou, X Liu, Y Cen, Y Dong, H Yang, C Wang, J Tang
Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022
6302022
Representation learning for attributed multiplex heterogeneous network
Y Cen, X Zou, J Zhang, H Yang, J Zhou, J Tang
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
5112019
AliGraph: A comprehensive graph neural network platform
R Zhu, K Zhao, H Yang, W Lin, C Zhou, B Ai, Y Li, J Zhou
45th International Conference on Very Large Data Bases (VLDB), 2019
493*2019
Learning disentangled representations for recommendation
J Ma, C Zhou, P Cui, H Yang, W Zhu
Neural Information Processing Systems (NeurIPS), 2019., 2019
3952019
Controllable Multi-Interest Framework for Recommendation
Y Cen, J Zhang, X Zou, C Zhou, H Yang, J Tang
26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2020
3132020
Cognitive graph for multi-hop reading comprehension at scale
M Ding, C Zhou, Q Chen, H Yang, J Tang
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
3032019
Towards Knowledge-Based Recommender Dialog System
JT Qibin Chen, Junyang Lin, Yichang Zhang, Ming Ding, Yukuo Cen, Hongxia Yang
Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019
292*2019
ANRL: attributed network representation learning via deep neural networks.
Z Zhang, H Yang, J Bu, S Zhou, P Yu, J Zhang, M Ester, C Wang
Ijcai 18, 3155-3161, 2018
2702018
M6: A chinese multimodal pretrainer
J Lin, R Men, A Yang, C Zhou, M Ding, Y Zhang, P Wang, A Wang, ...
KDD 2021, 2021
265*2021
Disentangled self-supervision in sequential recommenders
J Ma, C Zhou, H Yang, P Cui, X Wang, W Zhu
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
2432020
Understanding Negative Sampling in Graph Representation Learning
Z Yang, M Ding, C Zhou, H Yang, J Zhou, J Tang
26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2020
2242020
M6-rec: Generative pretrained language models are open-ended recommender systems
Z Cui, J Ma, C Zhou, J Zhou, H Yang
arXiv preprint arXiv:2205.08084, 2022
1952022
Cogltx: Applying bert to long texts
M Ding, C Zhou, H Yang, J Tang
Advances in Neural Information Processing Systems 33, 12792-12804, 2020
1832020
Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems
C Zhou, J Ma, J Zhang, J Zhou, H Yang
KDD 2021, 2020
1662020
Sparse-interest network for sequential recommendation
Q Tan, J Zhang, J Yao, N Liu, J Zhou, H Yang, X Hu
Proceedings of the 14th ACM international conference on web search and data …, 2021
1582021
Sequential scenario-specific meta learner for online recommendation
Z Du, X Wang, H Yang, J Zhou, J Tang
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
1472019
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey
J Yao, S Zhang, Y Yao, F Wang, J Ma, J Zhang, Y Chu, L Ji, K Jia, T Shen, ...
TKDE, 2022, 2021
1152021
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