Yanshuai Cao

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All published works

Action	Title	Year	Authors
+ PDF Chat	NeuZip: Memory-Efficient Training and Inference with Dynamic Compression of Neural Networks	2024	Yongchang Hao Yanshuai Cao Lili Mou
+ PDF Chat	Leveraging Environment Interaction for Automated PDDL Generation and Planning with Large Language Models	2024	Sadegh Mahdavi Raquel Aoki Keyi Tang Yanshuai Cao
+ PDF Chat	EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation	2024	Yuqiao Wen Behzad Shayegh Chenyang Huang Yanshuai Cao Lili Mou
+ PDF Chat	Ginger: An Efficient Curvature Approximation with Linear Complexity for General Neural Networks	2024	Yongchang Hao Yanshuai Cao Lili Mou
+	Ensemble Distillation for Unsupervised Constituency Parsing	2023	Behzad Shayegh Yanshuai Cao Xiaodan Zhu Jackie Chi Kit Cheung Lili Mou
+	An Equal-Size Hard EM Algorithm for Diverse Dialogue Generation	2022	Yuqiao Wen Yongchang Hao Yanshuai Cao Lili Mou
+ PDF Chat	Hierarchical Neural Data Synthesis for Semantic Parsing	2021	Wei Yang Peng Xu Yanshuai Cao
+	Semantic Parsing with Less Prior and More Monolingual Data.	2021	Sajad Norouzi Yanshuai Cao
+	A Globally Normalized Neural Model for Semantic Parsing	2021	Chenyang Huang Wei Yang Yanshuai Cao Osmar R. Zaı̈ane Lili Mou
+	Code Generation from Natural Language with Less Prior and More Monolingual Data	2021	Sajad Norouzi Keyi Tang Yanshuai Cao
+	Turing: an Accurate and Interpretable Multi-Hypothesis Cross-Domain Natural Language Database Interface	2021	Peng Xu Wenjie Zi Hamidreza Shahidi Ákos Kádár Keyi Tang Wei Yang Jawad Ateeq Harsh Barot Meidan Alon Yanshuai Cao
+	TURING: an Accurate and Interpretable Multi-Hypothesis Cross-Domain Natural Language Database Interface	2021	Peng Xu Wenjie Zi Hamidreza Shahidi Ákos Kádár Keyi Tang Wei Yang Jawad Ateeq Harsh Barot Meidan Alon Yanshuai Cao
+	Optimizing Deeper Transformers on Small Datasets	2021	Peng Xu Dhruv Kumar Wei Yang Wenjie Zi Keyi Tang Chenyang Huang Jackie Chi Kit Cheung Simon J. D. Prince Yanshuai Cao
+	A Globally Normalized Neural Model for Semantic Parsing	2021	Chenyang Huang Wei Yang Yanshuai Cao Osmar R. Zaı̈ane Lili Mou
+	Hierarchical Neural Data Synthesis for Semantic Parsing	2021	Wei Yang Peng Xu Yanshuai Cao
+	Optimizing Deeper Transformers on Small Datasets: An Application on Text-to-SQL Semantic Parsing.	2020	Peng Xu Wei Yang Wenjie Zi Keyi Tang C. S. Huang Jackie Chi Kit Cheung Yanshuai Cao
+	Variational Hyper RNN for Sequence Modeling	2020	Ruizhi Deng Yanshuai Cao Bo Chang Leonid Sigal Greg Mori Marcus A. Brubaker
+	Evaluating Lossy Compression Rates of Deep Generative Models	2020	Sicong Huang Alireza Makhzani Yanshuai Cao Roger Grosse
+	Optimizing Deeper Transformers on Small Datasets	2020	Peng Xu Dhruv Kumar Wei Yang Wenjie Zi Keyi Tang Chenyang Huang Jackie Chi Kit Cheung Simon J. D. Prince Yanshuai Cao
+	Preventing Posterior Collapse in Sequence VAEs with Pooling	2019	Teng Fei Long Yanshuai Cao Jackie Chi Kit Cheung
+	Unsupervised Controllable Text Generation with Global Variation Discovery and Disentanglement.	2019	Peng Xu Yanshuai Cao Jackie Chi Kit Cheung
+	Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer	2019	Yanshuai Cao Peng Xu
+	A Cross-Domain Transferable Neural Coherence Model	2019	Peng Xu Hamidreza Saghir Jin Sung Kang Teng Long Avishek Joey Bose Yanshuai Cao Jackie Chi Kit Cheung
+	A Cross-Domain Transferable Neural Coherence Model	2019	Peng Xu Hamidreza Saghir Jin Sung Kang Teng Long Avishek Joey Bose Yanshuai Cao Jackie Chi Kit Cheung
+	On Variational Learning of Controllable Representations for Text without Supervision	2019	Peng Xu Jackie Chi Kit Cheung Yanshuai Cao
+	Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer	2019	Yanshuai Cao Peng Xu
+	On Posterior Collapse and Encoder Feature Dispersion in Sequence VAEs	2019	Teng Fei Long Yanshuai Cao Jackie Chi Kit Cheung
+	Improving GAN Training via Binarized Representation Entropy (BRE) Regularization	2018	Yanshuai Cao Gavin Weiguang Ding Kry Yik-Chau Lui Ruitong Huang
+	Adversarial Contrastive Estimation	2018	Avishek Joey Bose Huan Ling Yanshuai Cao
+	Few-Shot Self Reminder to Overcome Catastrophic Forgetting	2018	Junfeng Wen Yanshuai Cao Ruitong Huang
+ PDF Chat	Adversarial Contrastive Estimation	2018	Avishek Joey Bose Huan Ling Yanshuai Cao
+	Improving GAN Training via Binarized Representation Entropy (BRE) Regularization	2018	Yanshuai Cao Gavin Weiguang Ding Kry Yik-Chau Lui Ruitong Huang
+	Automatic Selection of t-SNE Perplexity	2017	Yanshuai Cao Luyu Wang
+	Implicit Manifold Learning on Generative Adversarial Networks	2017	Kry Yik Chau Lui Yanshuai Cao Maxime Gazeau Kelvin Shuangjian Zhang
+	Adversarial Manipulation of Deep Representations	2015	Sara Sabour Yanshuai Cao Fartash Faghri David J. Fleet
+ PDF Chat	Efficient Optimization for Sparse Gaussian Process Regression	2015	Yanshuai Cao Marcus A. Brubaker David J. Fleet Aaron Hertzmann
+	Transductive Log Opinion Pool of Gaussian Process Experts	2015	Yanshuai Cao David J. Fleet
+	Adversarial Manipulation of Deep Representations	2015	Sara Sabour Yanshuai Cao Fartash Faghri David J. Fleet
+	Generalized Product of Experts for Automatic and Principled Fusion of Gaussian Process Predictions	2014	Yanshuai Cao David J. Fleet
+	Efficient Optimization for Sparse Gaussian Process Regression	2013	Yanshuai Cao Marcus A. Brubaker David J. Fleet Aaron Hertzmann

Common Coauthors

Coauthor	Papers Together
Jackie Chi Kit Cheung	10
Wei Yang	7
Lili Mou	7
Keyi Tang	7
David J. Fleet	6
Peng Xu	5
Wenjie Zi	5
Peng Xu	5
Chenyang Huang	4
Avishek Joey Bose	4
Marcus A. Brubaker	3
Ruitong Huang	3
Yongchang Hao	3
Teng Fei Long	2
Meidan Alon	2
Gavin Weiguang Ding	2
Ákos Kádár	2
Sara Sabour	2
Fartash Faghri	2
Hamidreza Shahidi	2
Sajad Norouzi	2
Jawad Ateeq	2
Osmar R. Zäıane	2
Kry Yik-Chau Lui	2
Aaron Hertzmann	2
Harsh Barot	2
Hamidreza Saghir	2
Jin Sung Kang	2
Behzad Shayegh	2
Wei Yang	2
Teng Long	2
Yuqiao Wen	2
Simon J. D. Prince	2
Huan Ling	2
Peng Xu	2
Bo Chang	1
Sadegh Mahdavi	1
Chenyang Huang	1
Greg Mori	1
Ruizhi Deng	1
C. S. Huang	1
Dhruv Kumar	1
Leonid Sigal	1
Luyu Wang	1
Alireza Makhzani	1
Raquel Aoki	1
Xiaodan Zhu	1
Maxime Gazeau	1
Kry Yik Chau Lui	1
Roger Grosse	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	8
+	Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation	2019	Jiaqi Guo Zecheng Zhan Yan Gao Yan Xiao Jian–Guang Lou Ting Liu Dongmei Zhang	7
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	6
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov	5
+ PDF Chat	Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task	2018	Tao Yu Rui Zhang Kai Yang Michihiro Yasunaga Dongxu Wang Zifan Li James Ma Irene Li Qingning Yao Shanelle Roman	5
+ PDF Chat	Rethinking the Inception Architecture for Computer Vision	2016	Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jon Shlens Zbigniew Wojna	5
+ PDF Chat	Improving Text-to-SQL Evaluation Methodology	2018	Catherine Finegan-Dollak Jonathan K. Kummerfeld Li Zhang Karthik Ramanathan Sesh Sadasivam Rui Zhang Dragomir Radev	4
+	RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers	2020	Bailin Wang Richard Shin Xiaodong Liu Oleksandr Polozov Matthew Richardson	4
+	Self-Attention with Relative Position Representations	2018	Peter Shaw Jakob Uszkoreit Ashish Vaswani	4
+ PDF Chat	A Syntactic Neural Model for General-Purpose Code Generation	2017	Pengcheng Yin Graham Neubig	4
+	Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning	2017	Victor W. Zhong Caiming Xiong Richard Socher	4
+ PDF Chat	Supervised Learning of Universal Sentence Representations from Natural Language Inference Data	2017	Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes	4
+ PDF Chat	Efficient Optimization for Sparse Gaussian Process Regression	2015	Yanshuai Cao Marcus A. Brubaker David J. Fleet Aaron Hertzmann	3
+	Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention	2019	Biao Zhang Ivan Titov Rico Sennrich	3
+ PDF Chat	Training Tips for the Transformer Model	2018	Martin Popel Ondřej Bojar	3
+	Photon: A Robust Cross-Domain Text-to-SQL System	2020	Jichuan Zeng Xi Lin Steven C. H. Hoi Richard Socher Caiming Xiong Michael R. Lyu Irwin King	3
+	Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks	2015	Alec Radford Luke Metz Soumith Chintala	3
+	Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task	2018	Changyuan Yu Rui Zhang Kai Yang Michihiro Yasunaga Dongxu Wang Zifan Li James Ma Irene Li Qingning Yao Shanelle Roman	3
+	Learning Longer-term Dependencies in RNNs with Auxiliary Losses	2018	Trieu H. Trinh Andrew M. Dai Minh-Thang Luong Quoc V. Le	3
+	RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers.	2019	Bailin Wang Richard Shin Xiaodong Liu Oleksandr Polozov Matthew Richardson	3
+	RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain Databases	2020	Donghyun Choi Myeong Cheol Shin EungGyun Kim Dong Ryeol Shin	3
+	RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers	2019	Bailin Wang Richard Shin Xiaodong Liu Oleksandr Polozov Matthew Richardson	3
+	ALBERT: A Lite BERT for Self-supervised Learning of Language Representations	2019	Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut	3
+	Importance Weighted Autoencoders	2015	Yuri Burda Roger Grosse Ruslan Salakhutdinov	3
+	TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation	2018	Pengcheng Yin Graham Neubig	3
+	Deep Contextualized Word Representations	2018	Matthew E. Peters Mark E Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer	3
+ PDF Chat	The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation	2018	Mia Xu Chen Orhan Fırat Ankur Bapna Melvin Johnson Wolfgang Macherey George Foster Llion Jones Mike Schuster Noam Shazeer Niki Parmar	3
+ PDF Chat	Language to Logical Form with Neural Attention	2016	Li Dong Mirella Lapata	3
+	Incorporating Copying Mechanism in Sequence-to-Sequence Learning	2016	Jiatao Gu Zhengdong Lu Hang Li Victor O. K. Li	3
+	Energy-based Generative Adversarial Network	2016	Junbo Zhao Michaël Mathieu Yann LeCun	3
+ PDF Chat	Learning Deep Transformer Models for Machine Translation	2019	Qiang Wang Bei Li Tong Xiao Jingbo Zhu Changliang Li Derek F. Wong Lidia S. Chao	3
+	Improving GAN Training via Binarized Representation Entropy (BRE) Regularization	2018	Yanshuai Cao Gavin Weiguang Ding Kry Yik-Chau Lui Ruitong Huang	3
+	GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing	2020	Tao Yu Chien-Sheng Wu Xi Lin Bailin Wang Yi Chern Tan Xinyi Yang Dragomir Radev Richard Socher Caiming Xiong	3
+	On Using Monolingual Corpora in Neural Machine Translation	2015	Çaǧlar Gülçehre Orhan Fırat Kelvin Xu Kyunghyun Cho Loïc Barrault Huei-Chi Lin Fethi Bougares Holger Schwenk Yoshua Bengio	2
+ PDF Chat	Improving Neural Machine Translation Models with Monolingual Data	2016	Rico Sennrich Barry Haddow Alexandra Birch	2
+	Improving neural networks by preventing co-adaptation of feature detectors	2012	Geoffrey E. Hinton Nitish Srivastava Alex Krizhevsky Ilya Sutskever Ruslan Salakhutdinov	2
+	Noise-contrastive estimation of unnormalized statistical models, with applications to natural image statistics	2012	Michael U. Gutmann Aapo Hyvärinen	2
+	Simple Fusion: Return of the Language Model	2018	Felix Stahlberg James Cross Veselin Stoyanov	2
+	Generating Sentences from a Continuous Space	2016	Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafał Józefowicz Samy Bengio	2
+ PDF Chat	Self-Critical Sequence Training for Image Captioning	2017	Steven J. Rennie Etienne Marcheret Youssef Mroueh Jerret Ross Vaibhava Goel	2
+	Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer	2017	Noam Shazeer Azalia Mirhoseini Krzysztof Maziarz Andy Davis Quoc V. Le Geoffrey E. Hinton Jeff Dean	2
+	Notes on Noise Contrastive Estimation and Negative Sampling	2014	Chris Dyer	2
+	A Fast and Simple Algorithm for Training Neural Probabilistic Language Models	2012	Andriy Mnih Yee Whye Teh	2
+	Generalization and Equilibrium in Generative Adversarial Nets (GANs)	2017	Sanjeev Arora Rong Ge Yingyu Liang Tengyu Ma Yi Zhang	2
+	Latent Intention Dialogue Models	2017	Tsung-Hsien Wen Yishu Miao Phil Blunsom Steve Young	2
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	2
+ PDF Chat	Predictive low-rank decomposition for kernel methods	2005	Francis Bach Michael I. Jordan	2
+ PDF Chat	Incorporating GAN for Negative Sampling in Knowledge Representation Learning	2018	Peifeng Wang Shuangyin Li Rong Pan	2
+	The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables	2016	Chris J. Maddison Andriy Mnih Yee Whye Teh	2
+	Using Monolingual Data in Neural Machine Translation: a Systematic Study	2018	Franck Burlot François Yvon	2