Publications (21)
Attributed Network Embedding for Learning in a Dynamic Environment
Jundong Li, Harsh Dani, Xia Hu +3
Zero-shot User Intent Detection via Capsule Neural Networks
Congying Xia, Chenwei Zhang, Xiaohui Yan +2
Modeling Perceived Relevance for Tail Queries without Click-Through Data
Changsung Kang, Xiaotong Lin, Xuanhui Wang +2
Weighted Low-rank Tensor Recovery for Hyperspectral Image Restoration
Yi Chang, Luxin Yan, Houzhang Fang +2
Refining Recency Search Results with User Click Feedback
Taesup Moon, Wei Chu, Lihong Li +2
Hierarchical Attention Network for Action Recognition in Videos
Yilin Wang, Suhang Wang, Jiliang Tang +3
Sequenced-Replacement Sampling for Deep Learning
Chiu Man Ho, Dae Hoon Park, Wei Yang +1
Preference-driven Similarity Join
Chuancong Gao, Jiannan Wang, Jian Pei +2
Contextual and Position-Aware Factorization Machines for Sentiment Classification
Shuai Wang, Mianwei Zhou, Geli Fei +2
Convex Factorization Machine for Regression
Makoto Yamada, Wenzhao Lian, Amit Goyal +6
Scaling Submodular Maximization via Pruned Submodularity Graphs
Tianyi Zhou, Hua Ouyang, Yi Chang +2
Consistent Collective Matrix Completion under Joint Low Rank Structure
Suriya Gunasekar, Makoto Yamada, Dawei Yin +1
A Survey of Signed Network Mining in Social Media
Jiliang Tang, Yi Chang, Charu Aggarwal +1
Disentangling Aspect and Opinion Words in Target-based Sentiment Analysis using Lifelong Learning
Shuai Wang, Mianwei Zhou, Sahisnu Mazumder +2
What is Tumblr: A Statistical Overview and Comparison
Yi Chang, Lei Tang, Yoshiyuki Inagaki +1
Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data
Makoto Yamada, Jiliang Tang, Jose Lugo-Martinez +10
Understanding and Predicting Delay in Reciprocal Relations
Jundong Li, Jiliang Tang, Yilin Wang +3
N$^3$LARS: Minimum Redundancy Maximum Relevance Feature Selection for Large and High-dimensional Data
Makoto Yamada, Avishek Saha, Hua Ouyang +2
JIM: Joint Influence Modeling for Collective Search Behavior
Shubhra Kanti Karmaker Santu, Liangda Li, Yi Chang +1
Optimal Stochastic Strongly Convex Optimization with a Logarithmic Number of Projections
Jianhui Chen, Tianbao Yang, Qihang Lin +2
Streaming Recommender Systems
Shiyu Chang, Yang Zhang, Jiliang Tang +4