2018
On the Convergence of the TTL Approximation for an LRU Cache under Independent Stationary Request Processes
Bo Jiang, Philippe Nain, Don Towsley
ACM Transactions on Modeling and Performance Evaluation of Computing Systems, Voume 3, Issue 4, Article 20, September 2018.
On a Class of Stochastic Multilayer Networks
Bo Jiang, Philippe Nain, Don Towsley, Saikat Guha
PACM on Measurement and Analysis of Computing Systems (SIGMETRICS), Volume 2, Number 1, Article 18, March 2018.
Interpretable Convolutional Neural Networks
Quanshi Zhang, Ying Nian Wu, and Song-Chun Zhu
CVPR (Spotlight) 2018
Interpreting CNN Knowledge via an Explanatory Graph
Quanshi Zhang, Ruiming Cao, Feng Shi, Ying Nian Wu, and Song-Chun Zhu
AAAI, 2018
Examining CNN Representations with respect to Dataset Bias
Quanshi Zhang, Wenguan Wang, and Song-Chun Zhu
AAAI, 2018
Visual interpretability for Deep Learning: a Survey
Quanshi Zhang and Song-Chun Zhu
Frontiers of Information Technology & Electronic Engineering. Vol. 19, No. 1, page 27-39, 2018
Mining Deep And-Or Object Structures via Cost-Sensitive Question-Answer-Based Active Annotations
Quanshi Zhang, Ying Nian Wu, Hao Zhang, and Song-Chun Zhu
Computer Vision and Image Understanding, vol. 176-177, page 33-44, 2018
VST-Floyd: A Separation Logic Tool to Verify Correctness of C Programs
Qinxiang Cao, Lennart Beringer, Samuel Gruetter, Josiah Dodds and Andrew W. Appel.
Journal of Automatic Reasoning (JAR) 2018.
Client-friendly continuous-variable blind and verifiable quantum computing
Nana Liu, Tommaso Demarie, Si-Hui Tan, Leandro Aolita, Joseph Fitzsimons
ArXiv: 1806.09137, 2018
Quantum machine learning for quantum anomaly detection
Nana Liu, Patrick Rebentrost, , Physical Review A
Vol 97, 042315, ArXiv: 1710.07405, 2018
Counting hypergraph colorings in the local lemma regime
Learning Multi-touch Conversion Attribution with Dual-attention Mechanisms for Online Advertising
Kan Ren, Yuchen Fang, Weinan Zhang, Shuhao Liu, Jiajun Li, Ya Zhang, Yong Yu, Jun Wang
CIKM 2018.
Mean Field Multi-Agent Reinforcement Learning
Yaodong Yang, Rui Luo, Minne Li, Ming Zhou, Weinan Zhang, Jun Wang
ICML 2018.
Product-based Neural Networks for User Response Prediction over Multi-field Categorical Data
Yanru Qu, Bohui Fang, Weinan Zhang, Ruiming Tang, Minzhe Niu, Huifeng Guo, Yong Yu, Xiuqiang He
TOIS 2018.
A Neural Stochastic Volatility Model
Rui Luo, Weinan Zhang, Xiaojun Xu, Jun Wang
AAAI 2018.
Long Text Generation via Adversarial Training with Leaked Information
Jiaxian Guo, Sidi Lu, Han Cai, Weinan Zhang, Yong Yu, Jun Wang
AAAI 2018.
Efficient Architecture Search by Network Transformation
Han Cai, Tianyao Chen, Weinan Zhang, Yong Yu, Jun Wang
AAAI 2018.
GraphGAN: Graph Representation Learning with Generative Adversarial Nets
Hongwei Wang, Jia Wang, Jialin Wang, Miao Zhao, Weinan Zhang, Fuzheng Zhang, Xing Xie, Minyi Guo
AAAI 2018.