Papers
Multi-Zone Unit for Recurrent Neural Networks
Fandong Meng, Jinchao Zhang, Yang Liu et al.
Learning Agent Communication under Limited Bandwidth by Message Pruning
Hangyu Mao, Zhengchao Zhang, Zhen Xiao et al.
Graph-Hist: Graph Classification from Latent Feature Histograms with Application to Bot Detection
Thomas Magelinski, David Beskow, Kathleen M. Carley
Count-Based Exploration with the Successor Representation
Marlos C. Machado, Marc G. Bellemare, Michael Bowling
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices
Xiaolong Ma, Fu-Ming Guo, Wei Niu et al.
Reinforcement Learning from Imperfect Demonstrations under Soft Expert Guidance
Mingxuan Jing, Xiaojian Ma, Wenbing Huang et al.
Particle Filter Recurrent Neural Networks
Xiao Ma, Peter Karkus, David Hsu et al.
The HSIC Bottleneck: Deep Learning without Back-Propagation
Wan-Duo Kurt Ma, J. P. Lewis, W. Bastiaan Kleijn
Online Planner Selection with Graph Neural Networks and Adaptive Scheduling
Tengfei Ma, Patrick Ferber, Siyu Huo et al.
Adversarial Dynamic Shapelet Networks
Qianli Ma, Wanqing Zhuang, Sen Li et al.
Temporal Pyramid Recurrent Neural Network
Qianli Ma, Zhenxi Lin, Enhuan Chen et al.
Inefficiency of K-FAC for Large Batch Size Training
Linjian Ma, Gabe Montague, Jiayu Ye et al.
Memory Augmented Graph Neural Networks for Sequential Recommendation
Chen Ma, Liheng Ma, Yingxue Zhang et al.
Fastened CROWN: Tightened Neural Network Robustness Certificates
Zhaoyang Lyu, Ching-Yun Ko, Zhifeng Kong et al.
Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment
You-Wei Luo, Chuan-Xian Ren, Pengfei Ge et al.
Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks
Yadan Luo, Zi Huang, Zheng Zhang et al.
Structured Output Learning with Conditional Generative Flows
You Lu, Bert Huang
Cost-Effective Incentive Allocation via Structured Counterfactual Inference
Romain Lopez, Chenchen Li, Xiang Yan et al.
Structured Sparsification of Gated Recurrent Neural Networks
Ekaterina Lobacheva, Nadezhda Chirkova, Alexander Markovich et al.
Incentivized Exploration for Multi-Armed Bandits under Reward Drift
Zhiyuan Liu, Huazheng Wang, Fan Shen et al.
Towards Fine-Grained Temporal Network Representation via Time-Reinforced Random Walk
Zhining Liu, Dawei Zhou, Yada Zhu et al.
Interactive Rare-Category-of-Interest Mining from Large Datasets
Zhenguang Liu, Sihao Hu, Yifang Yin et al.
Uncertainty Aware Graph Gaussian Process for Semi-Supervised Learning
Zhao-Yang Liu, Shao-Yuan Li, Songcan Chen et al.