Huan Gui

24 papers A* 7A 2B 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
ReMem: Mutual Information-Aware Fine-tuning of Pretrained Vision Transformers for Effective Knowledge Distillation.
CoRR
Chengyu Dong, Huan Gui, Noveen Sachdeva, Long Jin, Ke Yin, Jingbo Shang, Lichan Hong, Ed H. Chi, Zhe Zhao
2024 A* conf
LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views.
ICML
Yuji Roh, Qingyun Liu, Huan Gui, Zhe Yuan, Yujin Tang, Steven Euijong Whang, Liang Liu, Shuchao Bi, Lichan Hong, Ed H. Chi, Zhe Zhao
2024 J jnl
LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views.
CoRR
Yuji Roh, Qingyun Liu, Huan Gui, Zhe Yuan, Yujin Tang, Steven Euijong Whang, Liang Liu, Shuchao Bi, Lichan Hong, Ed H. Chi, Zhe Zhao
2023 J jnl
Hiformer: Heterogeneous Feature Interactions Learning with Transformers for Recommender Systems.
CoRR
Huan Gui, Ruoxi Wang, Ke Yin, Long Jin, Maciej Kula, Taibai Xu, Lichan Hong, Ed H. Chi
2023 J jnl
Talking Models: Distill Pre-trained Knowledge to Downstream Models via Interactive Communication.
CoRR
Zhe Zhao, Qingyun Liu, Huan Gui, Bang An, Lichan Hong, Ed H. Chi
2018 A conf
AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks.
SDM
Yu Shi, Huan Gui, Qi Zhu, Lance M. Kaplan, Jiawei Han
2018 J jnl
AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks.
CoRR
Yu Shi, Huan Gui, Qi Zhu, Lance M. Kaplan, Jiawei Han
2018 A* conf
Empower Sequence Labeling with Task-Aware Neural Language Model.
AAAI
Liyuan Liu, Jingbo Shang, Xiang Ren, Frank Fangzheng Xu, Huan Gui, Jian Peng, Jiawei Han
2018 J jnl
Expert Finding in Heterogeneous Bibliographic Networks with Locally-trained Embeddings.
CoRR
Huan Gui, Qi Zhu, Liyuan Liu, Aston Zhang, Jiawei Han
2017 J jnl
Embedding Learning with Events in Heterogeneous Information Networks.
IEEE Trans. Knowl. Data Eng.
Huan Gui, Jialu Liu, Fangbo Tao, Meng Jiang, Brandon Norick, Lance M. Kaplan, Jiawei Han
2017 J jnl
Empower Sequence Labeling with Task-Aware Neural Language Model.
CoRR
Liyuan Liu, Jingbo Shang, Frank F. Xu, Xiang Ren, Huan Gui, Jian Peng, Jiawei Han
2017 A* conf
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach.
EMNLP
Liyuan Liu, Xiang Ren, Qi Zhu, Shi Zhi, Huan Gui, Heng Ji, Jiawei Han
2017 J jnl
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach.
CoRR
Liyuan Liu, Xiang Ren, Qi Zhu, Shi Zhi, Huan Gui, Heng Ji, Jiawei Han
2017 J jnl
Integrating Knowledge from Latent and Explicit Features for Triple Scoring - Team Radicchio's Triple Scorer at WSDM Cup 2017.
CoRR
Liang-Wei Chen, Bhargav Mangipudi, Jayachandu Bandlamudi, Richa Sehgal, Yun Hao, Meng Jiang, Huan Gui
2017 — —
Low-rank estimation and embedding learning: theory and applications
Huan Gui
2017 A* conf
PReP: Path-Based Relevance from a Probabilistic Perspective in Heterogeneous Information Networks.
KDD
Yu Shi, Po-Wei Chan, Honglei Zhuang, Huan Gui, Jiawei Han
2017 J jnl
PReP: Path-Based Relevance from a Probabilistic Perspective in Heterogeneous Information Networks.
CoRR
Yu Shi, Po-Wei Chan, Honglei Zhuang, Huan Gui, Jiawei Han
2017 J jnl
Wikidata Vandalism Detection - The Loganberry Vandalism Detector at WSDM Cup 2017.
CoRR
Qi Zhu, Hongwei Ng, Liyuan Liu, Ziwei Ji, Bingjie Jiang, Jiaming Shen, Huan Gui
2016 B conf
Downside management in recommender systems.
ASONAM
Huan Gui, Haishan Liu, Xiangrui Meng, Anmol Bhasin, Jiawei Han
2016 A* conf
Large-Scale Embedding Learning in Heterogeneous Event Data.
ICDM
Huan Gui, Jialu Liu, Fangbo Tao, Meng Jiang, Brandon Norick, Jiawei Han
2016 A* conf
Towards Faster Rates and Oracle Property for Low-Rank Matrix Estimation.
ICML
Huan Gui, Jiawei Han, Quanquan Gu
2015 A* conf
Network A/B Testing: From Sampling to Estimation.
WWW
Huan Gui, Ya Xu, Anmol Bhasin, Jiawei Han
2014 A conf
Modeling Topic Diffusion in Multi-Relational Bibliographic Information Networks.
CIKM
Huan Gui, Yizhou Sun, Jiawei Han, George Brova
2014 — conf
Robust Tensor Decomposition with Gross Corruption.
NIPS
Quanquan Gu, Huan Gui, Jiawei Han