Publications (26)
Kernel Change-point Detection with Auxiliary Deep Generative Models
Wei-Cheng Chang, Chun-Liang Li, Yiming Yang +1
Convolutional Normalizing Flows
Guoqing Zheng, Yiming Yang, Jaime Carbonell
Stochastic WaveNet: A Generative Latent Variable Model for Sequential Data
Guokun Lai, Bohan Li, Guoqing Zheng +1
Fabrication and Characterization of Superconducting Quantum Interference Device using (Bi_{1-x}Sb_x)_2Se_3 Topological Insulator Nanoribbons
Nam-Hee Kim, Hong-Seok Kim, Yiming Yang +3
Implicit Kernel Learning
Chun-Liang Li, Wei-Cheng Chang, Youssef Mroueh +2
Analogical Inference for Multi-Relational Embeddings
Hanxiao Liu, Yuexin Wu, Yiming Yang
Gate-tunable superconducting quantum interference devices of PbS nanowires
Hong-Seok Kim, Bum-Kyu Kim, Yiming Yang +4
Learning Depthwise Separable Graph Convolution from Data Manifold
Guokun Lai, Hanxiao Liu, Yiming Yang
Unsupervised Cross-lingual Transfer of Word Embedding Spaces
Ruochen Xu, Yiming Yang, Naoki Otani +1
Scaling Sampling-based Motion Planning to Humanoid Robots
Yiming Yang, Vladimir Ivan, Wolfgang Merkt +1
MMD GAN: Towards Deeper Understanding of Moment Matching Network
Chun-Liang Li, Wei-Cheng Chang, Yu Cheng +2
Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks
Guokun Lai, Wei-Cheng Chang, Yiming Yang +1
Cross-Graph Learning of Multi-Relational Associations
Hanxiao Liu, Yiming Yang
Switch-based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning
Yuexin Wu, Xiujun Li, Jingjing Liu +2
Cross-lingual Distillation for Text Classification
Ruochen Xu, Yiming Yang
Co-Clustering for Multitask Learning
Keerthiram Murugesan, Jaime Carbonell, Yiming Yang
An Adversarial Approach to High-Quality, Sentiment-Controlled Neural Dialogue Generation
Xiang Kong, Bohan Li, Graham Neubig +2
Spin Generation Via Bulk Spin Current in Three Dimensional Topological Insulators
Xingyue Peng, Yiming Yang, Rajiv R. P. Singh +2
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context
Zihang Dai, Zhilin Yang, Yiming Yang +3
RACE: Large-scale ReAding Comprehension Dataset From Examinations
Guokun Lai, Qizhe Xie, Hanxiao Liu +2
Asymmetric Variational Autoencoders
Guoqing Zheng, Yiming Yang, Jaime Carbonell
Data-driven Random Fourier Features using Stein Effect
Wei-Cheng Chang, Chun-Liang Li, Yiming Yang +1
Hot Carrier Trapping Induced Negative Photoconductance in InAs Nanowires toward Novel Nonvolatile Memory
Yiming Yang, Xingyue Peng, Hong-Seok Kim +7
The ARIEL-CMU Systems for LoReHLT18
Aditi Chaudhary, Siddharth Dalmia, Junjie Hu +27
iDRM: Humanoid Motion Planning with Real-Time End-Pose Selection in Complex Environments
Yiming Yang, Vladimir Ivan, Zhibin Li +2
DARTS: Differentiable Architecture Search
Hanxiao Liu, Karen Simonyan, Yiming Yang