Yanchi Liu

2024

Interpretable Imitation Learning with Dynamic Causal Relations.

Tianxiang Zhao|Wenchao Yu|Suhang Wang|Lu Wang|Xiang Zhang|Yuncong Chen|Yanchi Liu|Wei Cheng|Haifeng Chen

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

2023

Quaternion-based graph convolution network for recommendation.

Yaxing Fang|Pengpeng Zhao|Guanfeng Liu|Yanchi Liu|Victor S. Sheng|Lei Zhao|Xiaofang Zhou

World Wide Web (WWW) 2023 Volume 26 Issue 5

Frequency Enhanced Hybrid Attention Network for Sequential Recommendation.

Xinyu Du|Huanhuan Yuan|Pengpeng Zhao|Jianfeng Qu|Fuzhen Zhuang|Guanfeng Liu|Yanchi Liu|Victor S. Sheng

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

Ensemble Modeling with Contrastive Knowledge Distillation for Sequential Recommendation.

Hanwen Du|Huanhuan Yuan|Pengpeng Zhao|Fuzhen Zhuang|Guanfeng Liu|Lei Zhao|Yanchi Liu|Victor S. Sheng

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

Meta-optimized Contrastive Learning for Sequential Recommendation.

Xiuyuan Qin|Huanhuan Yuan|Pengpeng Zhao|Junhua Fang|Fuzhen Zhuang|Guanfeng Liu|Yanchi Liu|Victor S. Sheng

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

2022

Contrastive Learning with Bidirectional Transformers for Sequential Recommendation.

Hanwen Du|Hui Shi|Pengpeng Zhao|Deqing Wang|Victor S. Sheng|Yanchi Liu|Guanfeng Liu|Lei Zhao

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

Interpreting Convolutional Sequence Model by Learning Local Prototypes with Adaptation Regularization.

Jingchao Ni|Zhengzhang Chen|Wei Cheng|Bo Zong|Dongjin Song|Yanchi Liu|Xuchao Zhang|Haifeng Chen

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching.

Zixuan Yuan|Hao Liu|Junming Liu|Yanchi Liu|Yang Yang|Renjun Hu|Hui Xiong

WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

Spatio-Temporal Dual Graph Attention Network for Query-POI Matching.

Zixuan Yuan|Hao Liu|Yanchi Liu|Denghui Zhang|Fei Yi|Nengjun Zhu|Hui Xiong

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

Sequential Modeling of Hierarchical User Intention and Preference for Next-item Recommendation.

Nengjun Zhu|Jian Cao|Yanchi Liu|Yang Yang|Haochao Ying|Hui Xiong

WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation.

Jian Liu|Pengpeng Zhao|Fuzhen Zhuang|Yanchi Liu|Victor S. Sheng|Jiajie Xu|Xiaofang Zhou|Hui Xiong

WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

Time-aware metric embedding with asymmetric projection for successive POI recommendation.

Haochao Ying|Jian Wu|Guandong Xu|Yanchi Liu|Tingting Liang|Xiao Zhang|Hui Xiong

World Wide Web (WWW) 2019 Volume 22 Issue 5

Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning.

Denghui Zhang|Junming Liu|Hengshu Zhu|Yanchi Liu|Lichen Wang|Pengyang Wang|Hui Xiong

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

Recurrent Convolutional Neural Network for Sequential Recommendation.

Chengfeng Xu|Pengpeng Zhao|Yanchi Liu|Jiajie Xu|Victor S. Sheng|Zhiming Cui|Xiaofang Zhou|Hui Xiong

The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

Personalized Air Travel Prediction: A Multi-factor Perspective.

Jie Liu|Bin Liu|Yanchi Liu|Huipeng Chen|Lina Feng|Hui Xiong|Yalou Huang

ACM Transactions on Intelligent Systems and Technology (TIST) 2018 Volume 9 Issue 3