Liang Huang

Affiliations:
  • Baidu Research USA
  • Oregon State University, Corvallis, OR, USA
  • City University of New York, Queens College & Graduate Center, New York City, NY, USA (former)
  • University of Southern California (former)
  • Google Research (former)
  • University of Pennsylvania (PhD)
  • Shanghai Jiao Tong University (BS)


According to our database1, Liang Huang authored at least 106 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
GIaNt: Protein-Ligand Binding Affinity Prediction via Geometry-Aware Interactive Graph Neural Network.
IEEE Trans. Knowl. Data Eng., May, 2024

Scalable Identification of Minimum Undesignable RNA Motifs on Loop-Pair Graphs.
CoRR, 2024

Messenger and Non-Coding RNA Design via Expected Partition Function and Continuous Optimization.
CoRR, 2024

2023
Algorithm for optimized mRNA design improves stability and immunogenicity.
Nat., 2023

LinearSankoff: Linear-time Simultaneous Folding and Alignment of RNA Homologs.
CoRR, 2023

RNA design via structure-aware multifrontier ensemble optimization.
Bioinform., 2023

2022
ERNIE-SAT: Speech and Text Joint Pretraining for Cross-Lingual Multi-Speaker Text-to-Speech.
CoRR, 2022

LinearCoFold and LinearCoPartition: Linear-Time Algorithms for Secondary Structure Prediction of Interacting RNA molecules.
CoRR, 2022

LinearAlifold: Linear-Time Consensus Structure Prediction for RNA Alignments.
CoRR, 2022

PaddleSpeech: An Easy-to-Use All-in-One Speech Toolkit.
CoRR, 2022

Data-Driven Adaptive Simultaneous Machine Translation.
CoRR, 2022

A<sup>3</sup>T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing.
Proceedings of the International Conference on Machine Learning, 2022

2021
LinearTurboFold: Linear-time global prediction of conserved structures for RNA homologs with applications to SARS-CoV-2.
Proc. Natl. Acad. Sci. USA, 2021

The Role of Phonetic Units in Speech Emotion Recognition.
CoRR, 2021

Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

SpecRec: An Alternative Solution for Improving End-to-End Speech-to-Text Translation via Spectrogram Reconstruction.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Speech Emotion Recognition with Multi-Task Learning.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Fused Acoustic and Text Encoding for Multimodal Bilingual Pretraining and Speech Translation.
Proceedings of the 38th International Conference on Machine Learning, 2021

Improving Simultaneous Translation by Incorporating Pseudo-References with Fewer Reorderings.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Decoupling Recognition and Transcription in Mandarin ASR.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

Direct Simultaneous Speech-to-Text Translation Assisted by Synchronized Streaming ASR.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
A Game-theoretic Approach to Data Interaction.
ACM Trans. Database Syst., 2020

MAM: Masked Acoustic Modeling for End-to-End Speech-to-Text Translation.
CoRR, 2020

Improving Simultaneous Translation with Pseudo References.
CoRR, 2020

LinearPartition: linear-time approximation of RNA folding partition function and base-pairing probabilities.
Bioinform., 2020

Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Incremental Text-to-Speech Synthesis with Prefix-to-Prefix Framework.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Context-aware Stand-alone Neural Spelling Correction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Simultaneous Translation.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts, 2020

Opportunistic Decoding with Timely Correction for Simultaneous Translation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Simultaneous Translation Policies: From Fixed to Adaptive.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
How Do Humans and Data Systems Establish a CommonQuery Language?
SIGMOD Rec., 2019

Machine Translation in Pronunciation Space.
CoRR, 2019

LinearFold: linear-time approximate RNA folding by 5'-to-3' dynamic programming and beam search.
Bioinform., 2019

Robust Machine Translation with Domain Sensitive Pseudo-Sources: Baidu-OSU WMT19 MT Robustness Shared Task System Report.
Proceedings of the Fourth Conference on Machine Translation, 2019

Learning to Stop in Structured Prediction for Neural Machine Translation.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Speculative Beam Search for Simultaneous Translation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Simultaneous Translation with Flexible Policy via Restricted Imitation Learning.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Robust Neural Machine Translation with Joint Textual and Phonetic Embedding.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
STACL: Simultaneous Translation with Integrated Anticipation and Controllable Latency.
CoRR, 2018

Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report.
Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

The Data Interaction Game.
Proceedings of the 2018 International Conference on Management of Data, 2018

Multi-Reference Training with Pseudo-References for Neural Translation and Text Generation.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Speeding Up Neural Machine Translation Decoding by Cube Pruning.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Large Margin Neural Language Model.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Linear-time Constituency Parsing with RNNs and Dynamic Programming.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
OSU Multimodal Machine Translation System Report.
Proceedings of the Second Conference on Machine Translation, 2017

Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks.
Proceedings of the Interspeech 2017, 2017

Discover partially copied web videos.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

How Does Machine Translated User Interface Affect User Experience? A Study on Android Apps.
Proceedings of the 2017 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2017

Joint Syntacto-Discourse Parsing and the Syntacto-Discourse Treebank.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Fast(er) Exact Decoding and Global Training for Transition-Based Dependency Parsing via a Minimal Feature Set.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size).
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Group Sparse CNNs for Question Classification with Answer Sets.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Textual Entailment with Structured Attentions and Composition.
Proceedings of the COLING 2016, 2016

Event Nugget Detection with Forward-Backward Recurrent Neural Networks.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Incremental Parsing with Minimal Features Using Bi-Directional LSTM.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Tree-based Convolution for Sentence Modeling.
CoRR, 2015

Automatic Adaptation of Annotations.
Comput. Linguistics, 2015

Type-Driven Incremental Semantic Parsing with Polymorphism.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Discriminative Unsupervised Alignment of Natural Language Instructions with Corresponding Video Segments.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Shift-Reduce Constituency Parsing with Dynamic Programming and POS Tag Lattice.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

A pilot study towards end-to-end MT training.
Proceedings of Machine Translation Summit XV: Papers, 2015

Search-Aware Tuning for Hierarchical Phrase-based Decoding.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Dependency-based Convolutional Neural Networks for Sentence Embedding.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Scalable Large-Margin Structured Learning: Theory and Algorithms.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014
Search-Aware Tuning for Machine Translation.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

A Structured Language Model for Incremental Tree-to-String Translation.
Proceedings of the COLING 2014, 2014

Hierarchical MT Training using Max-Violation Perceptron.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Scalable Large-Margin Structured Learning: Theory and Algorithms.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Minibatch and Parallelization for Online Large Margin Structured Learning.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Optimal Incremental Parsing via Best-First Dynamic Programming.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Online Learning for Inexact Hypergraph Search.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Max-Violation Perceptron and Forced Decoding for Scalable MT Training.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Joint Event Extraction via Structured Prediction with Global Features.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Efficient Implementation of Beam-Search Incremental Parsers.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Structured Perceptron with Inexact Search.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Smaller Alignment Models for Better Translations: Unsupervised Word Alignment with the l0-norm.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011
Rule Markov Models for Fast Tree-to-String Translation.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010
Efficient Incremental Decoding for Tree-to-String Translation.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Machine Translation with Lattices and Forests.
Proceedings of the COLING 2010, 2010

Dynamic Programming for Linear-Time Incremental Parsing.
Proceedings of the ACL 2010, 2010

2009
Binarization of Synchronous Context-Free Grammars.
Comput. Linguistics, 2009

Dynamic Programming-based Search Algorithms in NLP.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Bilingually-Constrained (Monolingual) Shift-Reduce Parsing.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Automatic Adaptation of Annotation Standards: Chinese Word Segmentation and POS Tagging - A Case Study.
Proceedings of the ACL 2009, 2009

2008
Forest-based Translation Rule Extraction.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Advanced Dynamic Programming in Semiring and Hypergraph Frameworks.
Proceedings of the Coling 2008: Advanced Dynamic Programming in Computational Linguistics: Theory, Algorithms and Applications, 2008

Forest-Based Translation.
Proceedings of the ACL 2008, 2008

A Cascaded Linear Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging.
Proceedings of the ACL 2008, 2008

Forest Reranking: Discriminative Parsing with Non-Local Features.
Proceedings of the ACL 2008, 2008

2007
Binarization, Synchronous Binarization, and Target-side Binarization.
Proceedings of the NAACL-HLT 2007 / AMTA Workshop on Syntax and Structure in Statistical Translation, 2007

Forest Rescoring: Faster Decoding with Integrated Language Models.
Proceedings of the ACL 2007, 2007

2006
Synchronous Binarization for Machine Translation.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Efficient Algorithms for Richer Formalisms: Parsing and Machine Translation.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Statistical Syntax-Directed Translation with Extended Domain of Locality.
Proceedings of the 7th Conference of the Association for Machine Translation in the Americas: Technical Papers, 2006

2005
Machine Translation as Lexicalized Parsing with Hooks.
Proceedings of the Ninth International Workshop on Parsing Technology, 2005

Better k-best Parsing.
Proceedings of the Ninth International Workshop on Parsing Technology, 2005

2004
A Design for Type-Directed Programming in Java.
Proceedings of the Second Workshop on Object Oriented Developments, 2004

2003
Pseudo Context-Sensitive Models for Parsing Isolating Languages: Classical Chinese - A Case Study.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2003

2002
Statistical Part-of-Speech Tagging for Classical Chinese.
Proceedings of the Text, Speech and Dialogue, 5th International Conference, 2002

PCFG Parsing for Restricted Classical Chinese Texts.
Proceedings of the First Workshop on Chinese Language Processing, 2002


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