Publications (25)
Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations
Ting Chen, Martin Renqiang Min, Yizhou Sun
Joint Text Embedding for Personalized Content-based Recommendation
Ting Chen, Liangjie Hong, Yue Shi +1
Geo-SAGE: A Geographical Sparse Additive Generative Model for Spatial Item Recommendation
Weiqing Wang, Hongzhi Yin, Ling Chen +3
Few-Shot Representation Learning for Out-Of-Vocabulary Words
Ziniu Hu, Ting Chen, Kai-Wei Chang +1
The Art of Drafting: A Team-Oriented Hero Recommendation System for Multiplayer Online Battle Arena Games
Zhengxing Chen, Truong-Huy D Nguyen, Yuyu Xu +4
Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification
Ting Chen, Yizhou Sun
A Survey of Heterogeneous Information Network Analysis
Chuan Shi, Yitong Li, Jiawei Zhang +2
Representation Independent Analytics Over Structured Data
Yodsawalai Chodpathumwan, Jose Picado, Arash Termehchy +2
Entity Embedding-based Anomaly Detection for Heterogeneous Categorical Events
Ting Chen, Lu-An Tang, Yizhou Sun +2
Reciprocal Recommendation System for Online Dating
Peng Xia, Benyuan Liu, Yizhou Sun +1
Convolutional Set Matching for Graph Similarity
Yunsheng Bai, Hao Ding, Yizhou Sun +1
Learning Fair Representations via an Adversarial Framework
Rui Feng, Yang Yang, Yuehan Lyu +3
EOMM: An Engagement Optimized Matchmaking Framework
Zhengxing Chen, Su Xue, John Kolen +4
Ideology Detection for Twitter Users with Heterogeneous Types of Links
Yupeng Gu, Ting Chen, Yizhou Sun +1
Modeling Game Avatar Synergy and Opposition through Embedding in Multiplayer Online Battle Arena Games
Zhengxing Chen, Yuyu Xu, Truong-Huy D. Nguyen +2
HeteroMed: Heterogeneous Information Network for Medical Diagnosis
Anahita Hosseini, Ting Chen, Wenjun Wu +2
Recurrent Meta-Structure for Robust Similarity Measure in Heterogeneous Information Networks
Yu Zhou, Jianbin Huang, Heli Sun +1
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity
Yunsheng Bai, Hao Ding, Yang Qiao +5
Q-DeckRec: A Fast Deck Recommendation System for Collectible Card Games
Zhengxing Chen, Chris Amato, Truong-Huy Nguyen +3
Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes
Yizhou Sun, Charu C. Aggarwal, Jiawei Han
Modeling Personalized Dynamics of Social Network and Opinion at Individual Level
Xi Chen, Jie Tang, Yizhou Sun
Pre-Training Graph Neural Networks for Generic Structural Feature Extraction
Ziniu Hu, Changjun Fan, Ting Chen +2
On Sampling Strategies for Neural Network-based Collaborative Filtering
Ting Chen, Yizhou Sun, Yue Shi +1
Learning K-way D-dimensional Discrete Code For Compact Embedding Representations
Ting Chen, Martin Renqiang Min, Yizhou Sun
Player Skill Decomposition in Multiplayer Online Battle Arenas
Zhengxing Chen, Yizhou Sun, Magy Seif El-nasr +1