Tao Qin

J. Comput. Sci. Technol., 2019

A Study of Multilingual Neural Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2019

Microsoft Research Asia's Systems for WMT19.

[BibT_eX]

[DOI]

CoRR, 2019

Understanding and Improving One-shot Neural Architecture Optimization.

[BibT_eX]

[DOI]

Renqian Luo

Enhong Chen

CoRR, 2019

Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering.

[BibT_eX]

[DOI]

CoRR, 2019

Efficient Bidirectional Neural Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2019

Hard but Robust, Easy but Sensitive: How Encoder and Decoder Perform in Neural Machine Translation.

[BibT_eX]

[DOI]

Tianyu He

Xu Tan

CoRR, 2019

Language Graph Distillation for Low-Resource Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2019

Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View.

[BibT_eX]

[DOI]

CoRR, 2019

ZstGAN: An Adversarial Approach for Unsupervised Zero-Shot Image-to-Image Translation.

[BibT_eX]

[DOI]

CoRR, 2019

Unpaired Image-to-Image Translation with Domain Supervision.

[BibT_eX]

[DOI]

CoRR, 2019

Microsoft Research Asia's Systems for WMT19.

[BibT_eX]

[DOI]

Proceedings of the Fourth Conference on Machine Translation, 2019

Fully Parameterized Quantile Function for Distributional Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Neural Machine Translation with Soft Prototype.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

FastSpeech: Fast, Robust and Controllable Text to Speech.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Distributional Reward Decomposition for Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Normalization Helps Training of Quantized LSTM.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Individualized Indicator for All: Stock-wise Technical Indicator Optimization with Stock Embedding.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Token-Level Ensemble Distillation for Grapheme-to-Phoneme Conversion.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Polygon-Net: A General Framework for Jointly Boosting Multiple Unsupervised Neural Machine Translation Models.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Image-to-Image Translation with Multi-Path Consistency Regularization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Deliberation Learning for Image-to-Image Translation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

MASS: Masked Sequence to Sequence Pre-training for Language Generation.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Almost Unsupervised Text to Speech and Automatic Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Efficient Training of BERT by Progressively Stacking.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Multi-Agent Dual Learning.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Multilingual Neural Machine Translation with Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Representation Degeneration Problem in Training Natural Language Generation Models.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Machine Translation With Weakly Paired Documents.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Exploiting Monolingual Data at Scale for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Multilingual Neural Machine Translation with Language Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Hint-Based Training for Non-Autoregressive Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Competitive Bridge Bidding with Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Knowledge Distillation from Bert in Pre-Training and Fine-Tuning for Polyphone Disambiguation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Unified Policy Optimization for Robust Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of The 11th Asian Conference on Machine Learning, 2019

Depth Growing for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Unsupervised Pivot Translation for Distant Languages.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Soft Contextual Data Augmentation for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Tied Transformers: Neural Machine Translation with Shared Encoder and Decoder.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Non-Autoregressive Machine Translation with Auxiliary Regularization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Trust Region Evolution Strategies.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Sentence-Wise Smooth Regularization for Sequence to Sequence Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Computational pricing in Internet era.

[BibT_eX]

[DOI]

Fei Tian

Frontiers Comput. Sci., 2018

Neural Architecture Optimization.

[BibT_eX]

[DOI]

CoRR, 2018

Achieving Human Parity on Automatic Chinese to English News Translation.

[BibT_eX]

[DOI]

Marcin Junczys-Dowmunt

CoRR, 2018

Learning to Teach with Dynamic Loss Functions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Neural Architecture Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

FRAGE: Frequency-Agnostic Word Representation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Dense Information Flow for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Efficient Sequence Learning with Group Recurrent Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Model-Level Dual Learning.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Towards Binary-Valued Gates for Robust LSTM Training.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Learning to Teach.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

A Study of Reinforcement Learning for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Conditional Image-to-Image Translation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Double Path Networks for Sequence to Sequence Learning.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Adversarial Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of The 10th Asian Conference on Machine Learning, 2018

Dual Transfer Learning for Neural Machine Translation with Marginal Distribution Regularization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Dynamic Pricing for Reusable Resources in Competitive Market With Stochastic Demand.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Finite budget analysis of multi-armed bandit problems.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Reinforcement Learning for Learning Rate Control.

[BibT_eX]

[DOI]

CoRR, 2017

Question Answering and Question Generation as Dual Tasks.

[BibT_eX]

[DOI]

CoRR, 2017

Learning What Data to Learn.

[BibT_eX]

[DOI]

CoRR, 2017

Scale Effects in Web Search.

[BibT_eX]

[DOI]

Proceedings of the Web and Internet Economics - 13th International Conference, 2017

Sequence Generation with Target Attention.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Deliberation Networks: Sequence Generation Beyond One-Pass Decoding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Decoding with Value Networks for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Dual Inference for Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Sequence Prediction with Unlabeled Data by Reward Function Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Efficient Mechanism Design for Online Scheduling (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Dual Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Convolutional neural networks for posed and spontaneous expression recognition.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Dynamic Group Behavior Analysis and Its Application in Network Abnormal Behavior Detection.

[BibT_eX]

[DOI]

Proceedings of the Communications and Networking, 2017

Pricing Optimization for Selling Reusable Resources.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

Randomized Mechanisms for Selling Reserved Instances in Cloud Computing.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Revenue Maximization for Finitely Repeated Ad Auctions.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Efficient Mechanism Design for Online Scheduling.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2016

Randomized Mechanisms for Selling Reserved Instances in Cloud.

[BibT_eX]

[DOI]

CoRR, 2016

LightRNN: Memory and Computation-Efficient Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Dual Learning for Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Budgeted Multi-Armed Bandits with Multiple Plays.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Modeling Bounded Rationality for Sponsored Search Auctions.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Posting Prices for a Perishable Item: (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Best Action Selection in a Stochastic Environment.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Optimal Sample Size for Adword Auctions: (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Online Non-Preemptive Story Scheduling in Web Advertising.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2015

Optimal Pricing for the Competitive and Evolutionary Cloud Market.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Thompson Sampling for Budgeted Multi-Armed Bandits.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Selling Reserved Instances in Cloud Computing.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Efficient Algorithms with Performance Guarantees for the Stochastic Multiple-Choice Knapsack Problem.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Competitive Pricing for Cloud Computing in an Evolutionary Market.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

New Mechanism for Reservation in Cloud Computing.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Computing Quantal Response Equilibrium for Sponsored Search Auctions.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Mechanism Design for Daily Deals.

[BibT_eX]

[DOI]

Binyi Chen

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Budgeted Bandit Problems with Continuous Random Costs.

[BibT_eX]

[DOI]

Proceedings of The 7th Asian Conference on Machine Learning, 2015

Mechanism Learning with Mechanism Induced Data.

[BibT_eX]

[DOI]

Wei Chen

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Generalization Analysis for Game-Theoretic Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Sponsored Search Auctions: Recent Advances and Future Directions.

[BibT_eX]

[DOI]

Wei Chen

ACM Trans. Intell. Syst. Technol., 2014

Advertiser-centric approach to understand user click behavior in sponsored search.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Online Mechanism Design for Cloud Computing.

[BibT_eX]

[DOI]

CoRR, 2014

Generalization Analysis for Game-Theoretic Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2014

Generalized second price auction with probabilistic broad match.

[BibT_eX]

[DOI]

Proceedings of the ACM Conference on Economics and Computation, 2014

Generalized second price auctions with value externalities.

[BibT_eX]

[DOI]

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Incentivizing High-Quality Content from Heterogeneous Users: On the Existence of Nash Equilibrium.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Agent Behavior Prediction and Its Generalization Analysis.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Revenue Optimization for Group-Buying Websites

[BibT_eX]

[DOI]

CoRR, 2013

Pure Price of Anarchy for Generalized Second Price Auction

[BibT_eX]

[DOI]

CoRR, 2013

Introducing LETOR 4.0 Datasets.

[BibT_eX]

[DOI]

CoRR, 2013

$K$-anonymous Signaling Scheme.

[BibT_eX]

[DOI]

Binyi Chen

CoRR, 2013

Optimal Allocation for Chunked-Reward Advertising.

[BibT_eX]

[DOI]

Proceedings of the Web and Internet Economics - 9th International Conference, 2013

Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising.

[BibT_eX]

[DOI]

Min Xu

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Multi-Armed Bandit with Budget Constraint and Variable Costs.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

A noise-tolerant graphical model for ranking.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2012

2011

Selecting optimal training data for learning to rank.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2011

2010

Resource Allocation in a Cognitive Radio System with Imperfect Channel State Estimation.

[BibT_eX]

[DOI]

J. Electr. Comput. Eng., 2010

LETOR: A benchmark collection for research on learning to rank for information retrieval.

[BibT_eX]

[DOI]

Inf. Retr., 2010

A general approximation framework for direct optimization of information retrieval measures.

[BibT_eX]

[DOI]

Hang Li

Inf. Retr., 2010

Ranking with query-dependent loss for web search.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010

A New Probabilistic Model for Rank Aggregation.

[BibT_eX]

[DOI]

Xiubo Geng

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

An Empirical Study on Learning to Rank of Tweets.

[BibT_eX]

[DOI]

Proceedings of the COLING 2010, 2010

Learning to Rank with Supplementary Data.

[BibT_eX]

[DOI]

Wenkui Ding