Semi-Supervised QA with Generative Domain-Adaptive Nets
Zhilin Yang, Junjie Hu, Ruslan Salakhutdinov, William W. Cohen
Words or Characters? Fine-grained Gating for Reading Comprehension
Zhilin Yang, Bhuwan Dhingra, Ye Yuan, Junjie Hu, William W. Cohen, Ruslan Salakhutdinov
Gated-Attention Readers for Text Comprehension
Bhuwan Dhingra, Hanxiao Liu, Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
Review Networks for Caption Generation
Zhilin Yang, Ye Yuan, Yuexin Wu, Ruslan Salakhutdinov, William W. Cohen
To Appear in Proceedings of Conference on Neural Information Processing Systems (NIPS), 2016
Multi-Task Cross-Lingual Sequence Tagging from Scratch
Zhilin Yang, Ruslan Salakhutdinov, William Cohen
Revisiting Semi-Supervised Learning with Graph Embeddings
Zhilin Yang, William Cohen, Ruslan Salakhutdinov
In Proceedings of International Conference on Machine Learning (ICML), 2016
Multi-Modal Bayesian Embeddings for Learning Social Knowledge Graphs
Zhilin Yang, Jie Tang, William Cohen
In Proceedings of International Joint Conference on Artificial Intelligence (IJCAI), 2016
Our model is deployed on AMiner for extracting research interests.
Collaborative Embedding Features and Diversified Ensemble for E-Commerce Repeat Buyer Prediction
Zhanpeng Fang*, Zhilin Yang*, Yutao Zhang (* indicates equal contribution)
International Joint Conference on Artificial Intelligence (IJCAI) Workshop, 2015
Invited paper, competition winners.
COSNET: Connecting Heterogeneous Social Networks with Local and Global Consistency
Yutao Zhang, Jie Tang, Zhilin Yang, Jian Pei, Philip Yu
In Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2015
Oral presentation, acceptance rate 19%.
Active Learning for Streaming Networked Data
Zhilin Yang, Jie Tang, Yutao Zhang
In Proceedings of ACM International Conference on Information and Knowledge Management (CIKM), 2014
Full paper, acceptance rate 21%.
Active Learning for Networked Data Based on Non-Progressive Diffusion Model
Zhilin Yang, Jie Tang, Bin Xu, Chunxiao Xing
In Proceedings of ACM International Conference on Web Search and Data Mining (WSDM), 2014
Full-length oral presentation (5%), acceptance rate 18%.
SAE: Social Analytic Engine for Large Networks
Yang Yang, Jianfei Wang, Yutao Zhang, Wei Chen, Jing Zhang, Honglei Zhuang, Zhilin Yang, Bo Ma, Zhanpeng Fang, Sen Wu, Xiaoxiao Li, Debing Liu, Jie Tang
In Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2013