Papers
HDK: Toward High-Performance Deep-Learning-Based Kirchhoff Analysis
Xinying Wang, Olamide Timothy Tawose, Feng Yan et al.
Topic Enhanced Sentiment Spreading Model in Social Networks Considering User Interest
Xiaobao Wang, Di Jin, Katarzyna Musial et al.
Graph-Driven Generative Models for Heterogeneous Multi-Task Learning
Wenlin Wang, Hongteng Xu, Zhe Gan et al.
Incorporating Expert-Based Investment Opinion Signals in Stock Prediction: A Deep Learning Framework
Heyuan Wang, Tengjiao Wang, Yi Li
OMuLeT: Online Multi-Lead Time Location Prediction for Hurricane Trajectory Forecasting
Ding Wang, Boyang Liu, Pang-Ning Tan et al.
Robust Adversarial Objects against Deep Learning Models
Tzungyu Tsai, Kaichen Yang, Tsung-Yi Ho et al.
Finding Needles in a Moving Haystack: Prioritizing Alerts with Adversarial Reinforcement Learning
Liang Tong, Aron Laszka, Chao Yan et al.
Finding Minimum-Weight Link-Disjoint Paths with a Few Common Nodes
Binglin Tao, Mingyu Xiao, Jingyang Zhao
DATA-GRU: Dual-Attention Time-Aware Gated Recurrent Unit for Irregular Multivariate Time Series
Qingxiong Tan, Mang Ye, Baoyao Yang et al.
Continuous Multiagent Control Using Collective Behavior Entropy for Large-Scale Home Energy Management
Jianwen Sun, Yan Zheng, Jianye Hao et al.
Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting
Chao Song, Youfang Lin, Shengnan Guo et al.
Effective Decoding in Graph Auto-Encoder Using Triadic Closure
Han Shi, Haozheng Fan, James T. Kwok
Spatial Classification with Limited Observations Based on Physics-Aware Structural Constraint
Arpan Man Sainju, Wenchong He, Zhe Jiang et al.
Learning to Generate Maps from Trajectories
Sijie Ruan, Cheng Long, Jie Bao et al.
Chemically Interpretable Graph Interaction Network for Prediction of Pharmacokinetic Properties of Drug-Like Molecules
Yashaswi Pathak, Siddhartha Laghuvarapu, Sarvesh Mehta et al.
ActiveThief: Model Extraction Using Active Learning and Unannotated Public Data
Soham Pal, Yash Gupta, Aditya Shukla et al.
Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning
Xiang Ni, Jing Li, Mo Yu et al.
Gait Recognition for Co-Existing Multiple People Using Millimeter Wave Sensing
Zhen Meng, Song Fu, Jie Yan et al.
Bursting the Filter Bubble: Fairness-Aware Network Link Prediction
Farzan Masrour, Tyler Wilson, Heng Yan et al.
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context
Liantao Ma, Chaohe Zhang, Yasha Wang et al.
AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration
Liantao Ma, Junyi Gao, Yasha Wang et al.
Learning Multi-Modal Biomarker Representations via Globally Aligned Longitudinal Enrichments
Lyujian Lu, Saad Elbeleidy, Lauren Zoe Baker et al.
Learning Geo-Contextual Embeddings for Commuting Flow Prediction
Zhicheng Liu, Fabio Miranda, Weiting Xiong et al.
PSENet: Psoriasis Severity Evaluation Network
Yi Li, Zhe Wu, Shuang Zhao et al.