Publications (44)
Incentivizing High-quality Content from Heterogeneous Users: On the Existence of Nash Equilibrium
Yingce Xia, Tao Qin, Nenghai Yu +1
Agent Behavior Prediction and Its Generalization Analysis
Fei Tian, Haifang Li, Wei Chen +3
Learning to Teach with Dynamic Loss Functions
Lijun Wu, Fei Tian, Yingce Xia +4
Conditional Image-to-Image Translation
Jianxin Lin, Yingce Xia, Tao Qin +2
Pure Price of Anarchy for Generalized Second Price Auction
Wenkui Ding, Tao Wu, Tao Qin +1
LightRNN: Memory and Computation-Efficient Recurrent Neural Networks
Xiang Li, Tao Qin, Jian Yang +1
Charge density wave and charge pump of interacting fermions in circularly shaken hexagonal optical lattices
Tao Qin, Alexander Schnell, Klaus Sengstock +3
Berry Curvature and Phonon Hall Effect
Tao Qin, Jianhui Zhou, Junren Shi
Reinforcement Learning for Learning Rate Control
Chang Xu, Tao Qin, Gang Wang +1
Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input
Junliang Guo, Xu Tan, Di He +3
Thompson Sampling for Budgeted Multi-armed Bandits
Yingce Xia, Haifang Li, Tao Qin +2
Spectral functions of a time-periodically driven Falicov-Kimball model: real-space Floquet DMFT study
Tao Qin, Walter Hofstetter
Intra-valley Spin-triplet $p+ip$ Superconducting Pairing in Lightly Doped Graphene
Jianhui Zhou, Tao Qin, Junren Shi
Electron-doped organics: Charge-disproportionate insulators and Hubbard-Fröhlich metals
S. Shahab Naghavi, Michele Fabrizio, Tao Qin +1
Towards Binary-Valued Gates for Robust LSTM Training
Zhuohan Li, Di He, Fei Tian +4
Introducing LETOR 4.0 Datasets
Tao Qin, Tie-Yan Liu
Non-Autoregressive Machine Translation with Auxiliary Regularization
Yiren Wang, Fei Tian, Di He +3
Generalization Analysis for Game-Theoretic Machine Learning
Haifang Li, Fei Tian, Wei Chen +2
Double Path Networks for Sequence to Sequence Learning
Kaitao Song, Xu Tan, Di He +3
Nonequilibrium Steady States and Resonant Tunneling in Time-Periodically Driven Systems with Interactions
Tao Qin, Walter Hofstetter
Generalized Second Price Auction with Probabilistic Broad Match
Wei Chen, Di He, Tie-Yan Liu +3
$K$-anonymous Signaling Scheme
Binyi Chen, Tao Qin, Tie-Yan Liu
Two-Band $s_\pm$ Strongly Correlated Superconductivity in K$_3$ p-Terphenyl?
Michele Fabrizio, Tao Qin, S. Shahab Naghavi +1
Optimal Groupon Allocations
Weihao Kong, Jian Li, Tao Qin +1
Dual Learning for Machine Translation
Yingce Xia, Di He, Tao Qin +4
The classical capacity for continuous variable teleportation channel
Tao Qin, Meisheng Zhao, Yongde Zhang
Nanoscale orbital excitations and the infrared spectrum of a molecular Mott insulator: A15-Cs$_{3}$C$_{60}$
S. Shahab Naghavi, Michele Fabrizio, Tao Qin +1
Online Mechanism Design for Cloud Computing
Weidong Ma, Bo Zheng, Tao Qin +2
Dense Information Flow for Neural Machine Translation
Yanyao Shen, Xu Tan, Di He +2
The fidelity of general bosonic channels with pure state input
Meisheng Zhao, Tao Qin, Yongde Zhang
Dual Supervised Learning
Yingce Xia, Tao Qin, Wei Chen +3
Question Answering and Question Generation as Dual Tasks
Duyu Tang, Nan Duan, Tao Qin +2
Achieving Human Parity on Automatic Chinese to English News Translation
Hany Hassan, Anthony Aue, Chang Chen +21
Randomized Mechanisms for Selling Reserved Instances in Cloud
Jia Zhang, Weidong Ma, Tao Qin +2
Robust $s\pm$ Superconductivity in a Two-Band Hubbard-Fr{ö}hlich Model of Alkali Doped Organics
Tao Qin, Michele Fabrizio, S. Shahab Naghavi +1
Adversarial Neural Machine Translation
Lijun Wu, Yingce Xia, Li Zhao +4
Energy Magnetization and Thermal Hall Effect
Tao Qin, Qian Niu, Junren Shi
Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter
Lijun Wu, Xu Tan, Di He +4
Scheme for the implementation of optimal cloning of arbitrary single particle atomic state into two photonic states
Wei Song, Tao Qin
Sentence-wise Smooth Regularization for Sequence to Sequence Learning
Chengyue Gong, Xu Tan, Di He +1
Learning to Teach
Yang Fan, Fei Tian, Tao Qin +2
Learning What Data to Learn
Yang Fan, Fei Tian, Tao Qin +2
A Study of Reinforcement Learning for Neural Machine Translation
Lijun Wu, Fei Tian, Tao Qin +2
The classical capacity for the quantum Markov channel of continuous variables
Tao Qin, Meisheng Zhao, Yongde Zhang