Huan Gui

According to our database, Huan Gui authored at least 18 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views.

Yuji Roh, Qingyun Liu, Huan Gui, Zhe Yuan, Yujin Tang, Steven Euijong Whang, Liang Liu, Shuchao Bi, Lichan Hong, Ed H. Chi, Zhe Zhao

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Hiformer: Heterogeneous Feature Interactions Learning with Transformers for Recommender Systems.

Huan Gui, Ruoxi Wang, Ke Yin, Long Jin, Maciej Kula, Taibai Xu, Lichan Hong, Ed H. Chi

CoRR, 2023

Talking Models: Distill Pre-trained Knowledge to Downstream Models via Interactive Communication.

Zhe Zhao, Qingyun Liu, Huan Gui, Bang An, Lichan Hong, Ed H. Chi

CoRR, 2023

2018

Expert Finding in Heterogeneous Bibliographic Networks with Locally-trained Embeddings.

Huan Gui, Qi Zhu, Liyuan Liu, Aston Zhang, Jiawei Han

CoRR, 2018

AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks.

Yu Shi, Huan Gui, Qi Zhu, Lance M. Kaplan, Jiawei Han

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Empower Sequence Labeling with Task-Aware Neural Language Model.

Liyuan Liu, Jingbo Shang, Xiang Ren, Frank Fangzheng Xu, Huan Gui, Jian Peng, Jiawei Han

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Low-rank estimation and embedding learning: theory and applications

Huan Gui

PhD thesis, 2017

Embedding Learning with Events in Heterogeneous Information Networks.

Huan Gui, Jialu Liu, Fangbo Tao, Meng Jiang, Brandon Norick, Lance M. Kaplan, Jiawei Han

IEEE Trans. Knowl. Data Eng., 2017

Integrating Knowledge from Latent and Explicit Features for Triple Scoring - Team Radicchio's Triple Scorer at WSDM Cup 2017.

Liang-Wei Chen, Bhargav Mangipudi, Jayachandu Bandlamudi, Richa Sehgal, Yun Hao, Meng Jiang, Huan Gui

CoRR, 2017

Wikidata Vandalism Detection - The Loganberry Vandalism Detector at WSDM Cup 2017.

Qi Zhu, Hongwei Ng, Liyuan Liu, Ziwei Ji, Bingjie Jiang, Jiaming Shen, Huan Gui

CoRR, 2017

PReP: Path-Based Relevance from a Probabilistic Perspective in Heterogeneous Information Networks.

Yu Shi, Po-Wei Chan, Honglei Zhuang, Huan Gui, Jiawei Han

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach.

Liyuan Liu, Xiang Ren, Qi Zhu, Shi Zhi, Huan Gui, Heng Ji, Jiawei Han

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016

Towards Faster Rates and Oracle Property for Low-Rank Matrix Estimation.

Huan Gui, Jiawei Han, Quanquan Gu

Proceedings of the 33nd International Conference on Machine Learning, 2016

Large-Scale Embedding Learning in Heterogeneous Event Data.

Huan Gui, Jialu Liu, Fangbo Tao, Meng Jiang, Brandon Norick, Jiawei Han

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Downside management in recommender systems.

Huan Gui, Haishan Liu, Xiangrui Meng, Anmol Bhasin, Jiawei Han

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

Network A/B Testing: From Sampling to Estimation.

Huan Gui, Ya Xu, Anmol Bhasin, Jiawei Han

Proceedings of the 24th International Conference on World Wide Web, 2015

2014

Robust Tensor Decomposition with Gross Corruption.

Quanquan Gu, Huan Gui, Jiawei Han

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Modeling Topic Diffusion in Multi-Relational Bibliographic Information Networks.

Huan Gui, Yizhou Sun, Jiawei Han, George Brova

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014