| 2026 | ACL | VET: Verifiable Execution Tracing for Reliable Text-to-SQL Generation. | Dongyu Wang, Jingyu Li, Lan Zhang, Ganggang Yu, Liang Huang |
| 2026 | KSEM | Uncertainty-Aware Knowledge Fusion and Decision Support for Multi-user VR Streaming. | Yuqi Li, Kaikai Chi, Peilei Zhou, Chunfeng Chen, Liang Huang, Zai Shi |
| 2025 | ICASSP | Quantum Multi-Path Communication Protocol Based on Maximum Flow Theory. | Jihao Fan, Liang Huang, Jun Li, Long Shi, Yuwen Qian |
| 2025 | IJCNN | PAROD: Real-time High-resolution Object Detection in Outdoor Scenes via Parallel Edge Offloading of Regions of Interest. | Jiahao Xiang, Liukai Zheng, Liang Huang |
| 2025 | KDD | Path Complex Neural Networks for Sequential Process Activities Classification. | Liang Huang, Kelin Xia, Chuan-Shen Hu |
| 2025 | RECOMB | Scalable and Interpretable Identification of Minimal Undesignable RNA Structure Motifs with Rotational Invariance. | Tianshuo Zhou, Apoorv Malik, Wei Yu Tang, David H. Mathews, Liang Huang |
| 2024 | COLING | KnowVrDU: A Unified Knowledge-aware Prompt-Tuning Framework for Visually-rich Document Understanding. | Yunqi Zhang, Yubo Chen, Jingzhe Zhu, Jinyu Xu, Shuai Yang, Zhaoliang Wu, Liang Huang, Yongfeng Huang, Shuai Chen |
| 2024 | IJCNN | FML-Net: Enhancing Real-Time Defect Detection Network With Data Feature Memory Learning and Attention Asymmetric Large Kernel. | Liang Huang, Qiongxia Shen, Yanlie Zheng, You Yang |
| 2024 | IECON | Virtual Admittance Based Modeling and Stability Analysis of Grid-Forming Inverter under Clark Transformation. | Boyuan Cui, Liang Huang, Chao Gao, Poh Chiang Loh |
| 2024 | IECON | High-Frequency Impedance Shaping for Virtual Admittance-Based Grid-Forming STATCOM. | Shan He, Federico Cecati, Liang Huang, Frede Blaabjerg, Marco Liserre |
| 2024 | IGARSS | Predicting Carbon Storage in the Yunnan-Kweichow Plateau Wetlands Using a Fusion of Multi-Source Remote Sensing Data and Machine Learning. | Fangliang Cai, Bo-Hui Tang, Xinran Ji, Liang Huang, Zhitao Fu, Dong Fan |
| 2024 | IGARSS | Retrieval of Land Surface Temperature over Rugged Mountainous Areas from Landsat-9 Thermal Infrared Remote Sensing Data. | Zhi-Wei He, Bo-Hui Tang, Zhitao Fu, Liang Huang, Xinming Zhu |
| 2024 | RECOMB | Undesignable RNA Structure Identification via Rival Structure Generation and Structure Decomposition. | Tianshuo Zhou, Wei Yu Tang, David H. Mathews, Liang Huang |
| 2022 | HPSR | Age of Information Minimization in Wireless Powered NOMA Communication Networks. | Weiwei Jin, Liang Huang, Kaikai Chi |
| 2022 | ICML | A | He Bai, Renjie Zheng, Jun-Kun Chen, Mingbo Ma, Xintong Li, Liang Huang |
| 2021 | ACL | Direct Simultaneous Speech-to-Text Translation Assisted by Synchronized Streaming ASR. | Jun-Kun Chen, Mingbo Ma, Renjie Zheng, Liang Huang |
| 2021 | ASRU | Decoupling Recognition and Transcription in Mandarin ASR. | Jiahong Yuan, Xingyu Cai, Dongji Gao, Renjie Zheng, Liang Huang, Kenneth Church |
| 2021 | EMNLP | Improving Simultaneous Translation by Incorporating Pseudo-References with Fewer Reorderings. | Jun-Kun Chen, Renjie Zheng, Atsuhito Kita, Mingbo Ma, Liang Huang |
| 2021 | ICML | Fused Acoustic and Text Encoding for Multimodal Bilingual Pretraining and Speech Translation. | Renjie Zheng, Jun-Kun Chen, Mingbo Ma, Liang Huang |
| 2021 | Interspeech | Speech Emotion Recognition with Multi-Task Learning. | Xingyu Cai, Jiahong Yuan, Renjie Zheng, Liang Huang, Kenneth Church |
| 2021 | Interspeech | SpecRec: An Alternative Solution for Improving End-to-End Speech-to-Text Translation via Spectrogram Reconstruction. | Jun-Kun Chen, Mingbo Ma, Renjie Zheng, Liang Huang |
| 2021 | IECON | Comparison of DC-link Voltage Control Schemes on Grid-side and Machine-side for Type-4 Wind Generation System Under Weak Grid. | Liang Huang, Chao Wu, Dao Zhou, Frede Blaabjerg |
| 2021 | KDD | Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity. | Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong |
| 2020 | ACL | Simultaneous Translation Policies: From Fixed to Adaptive. | Baigong Zheng, Kaibo Liu, Renjie Zheng, Mingbo Ma, Hairong Liu, Liang Huang |
| 2020 | ACL | Opportunistic Decoding with Timely Correction for Simultaneous Translation. | Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Liang Huang |
| 2020 | EMNLP | Simultaneous Translation. | Liang Huang, Colin Cherry, Mingbo Ma, Naveen Arivazhagan, Zhongjun He |
| 2020 | EMNLP | Context-aware Stand-alone Neural Spelling Correction. | Xiangci Li, Hairong Liu, Liang Huang |
| 2020 | EMNLP | Incremental Text-to-Speech Synthesis with Prefix-to-Prefix Framework. | Mingbo Ma, Baigong Zheng, Kaibo Liu, Renjie Zheng, Hairong Liu, Kainan Peng, Kenneth Church, Liang Huang |
| 2020 | EMNLP | Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training. | Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Jiahong Yuan, Kenneth Church, Liang Huang |
| 2020 | INFOCOM | Anti-Aging Scheduling in Single-Server Queues: A Systematic and Comparative Study. | Zhongdong Liu, Liang Huang, Bin Li, Bo Ji |
| 2020 | VTC | Optimal Power Allocation for Secure Non-orthogonal Multiple Access Transmission. | Weidang Lu, Weicong Wu, Liping Qian, Yuan Wu, Ningning Yu, Liang Huang |
| 2019 | ACL | Robust Neural Machine Translation with Joint Textual and Phonetic Embedding. | Hairong Liu, Mingbo Ma, Liang Huang, Hao Xiong, Zhongjun He |
| 2019 | ACL | STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework. | Mingbo Ma, Liang Huang, Hao Xiong, Renjie Zheng, Kaibo Liu, Baigong Zheng, Chuanqiang Zhang, Zhongjun He, Hairong Liu, Xing Li, Hua Wu, Haifeng Wang |
| 2019 | ACL | Simultaneous Translation with Flexible Policy via Restricted Imitation Learning. | Baigong Zheng, Renjie Zheng, Mingbo Ma, Liang Huang |
| 2019 | EMNLP | Speculative Beam Search for Simultaneous Translation. | Renjie Zheng, Mingbo Ma, Baigong Zheng, Liang Huang |
| 2019 | EMNLP | Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation. | Baigong Zheng, Renjie Zheng, Mingbo Ma, Liang Huang |
| 2019 | GLOBECOM | Secrecy-Driven Energy-Efficient Multi-User Computation Offloading via Mobile Edge Computing. | Yuan Wu, Daohang Wang, Xu Xu, Liping Qian, Liang Huang, Weidang Lu |
| 2019 | ICCS | A Fast kNN-Based Approach for Time Sensitive Anomaly Detection over Data Streams. | Guangjun Wu, Zhihui Zhao, Ge Fu, Haiping Wang, Yong Wang, Zhenyu Wang, Junteng Hou, Liang Huang |
| 2019 | IGARSS | Big Data Analysis of Remote Sensing Monitoring of Land Cover in Wuhan City from 2000 to 2017. | Zhipeng Wang, Jining Yan, Luxiao Cheng, Xiaohui Huang, Liang Huang, Lizhe Wang |
| 2019 | NAACL | Learning to Stop in Structured Prediction for Neural Machine Translation. | Mingbo Ma, Renjie Zheng, Liang Huang |
| 2018 | ACL | Linear-time Constituency Parsing with RNNs and Dynamic Programming. | Juneki Hong, Liang Huang |
| 2018 | APCC | Design of Indoor Temperature Monitoring System based on Narrowband Internet of Things. | Xiangxu Chen, Jia Chen, Yuan Wu, Liping Qian, Liang Huang, Zhiguo Shi, Limin Meng |
| 2018 | EMNLP | Large Margin Neural Language Model. | Jiaji Huang, Yi Li, Wei Ping, Liang Huang |
| 2018 | EMNLP | Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation. | Yilin Yang, Liang Huang, Mingbo Ma |
| 2018 | EMNLP | Speeding Up Neural Machine Translation Decoding by Cube Pruning. | Wen Zhang, Liang Huang, Yang Feng, Lei Shen, Qun Liu |
| 2018 | EMNLP | Multi-Reference Training with Pseudo-References for Neural Translation and Text Generation. | Renjie Zheng, Mingbo Ma, Liang Huang |
| 2018 | SIGMOD | The Data Interaction Game. | Ben McCamish, Vahid Ghadakchi, Arash Termehchy, Behrouz Touri, Liang Huang |
| 2018 | UIC | Web Behavior Detection Based on Deep Neural Network. | Binbin Yong, Xin Liu, Yan Liu, Hang Yin, Liang Huang, Qingguo Zhou |
| 2017 | ACL | Group Sparse CNNs for Question Classification with Answer Sets. | Mingbo Ma, Liang Huang, Bing Xiang, Bowen Zhou |
| 2017 | EMNLP | When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size). | Liang Huang, Kai Zhao, Mingbo Ma |
| 2017 | EMNLP | Fast(er) Exact Decoding and Global Training for Transition-Based Dependency Parsing via a Minimal Feature Set. | Tianze Shi, Liang Huang, Lillian Lee |
| 2017 | EMNLP | Joint Syntacto-Discourse Parsing and the Syntacto-Discourse Treebank. | Kai Zhao, Liang Huang |
| 2017 | ESEM | How Does Machine Translated User Interface Affect User Experience? A Study on Android Apps. | Xue Qin, Smitha Holla, Liang Huang, Lymari Montijo, Dylan Aguirre, Xiaoyin Wang |
| 2017 | GLOBECOM | Age of Information for Transmissions over Markov Channels. | Liang Huang, Li Ping Qian |
| 2017 | Interspeech | Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks. | Mingbo Ma, Kai Zhao, Liang Huang, Bing Xiang, Bowen Zhou |
| 2016 | ACL | Incremental Parsing with Minimal Features Using Bi-Directional LSTM. | James Cross, Liang Huang |
| 2016 | ACL | Event Nugget Detection with Forward-Backward Recurrent Neural Networks. | Reza Ghaeini, Xiaoli Z. Fern, Liang Huang, Prasad Tadepalli |
| 2016 | COLING | Textual Entailment with Structured Attentions and Composition. | Kai Zhao, Liang Huang, Mingbo Ma |
| 2016 | EMNLP | Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles. | James Cross, Liang Huang |
| 2016 | GLOBECOM | Optimal Threshold-Based Transmission Scheduling Policy for Energy Harvesting Sensor Nodes. | Liang Huang, Suzhi Bi, Li Ping Qian |
| 2016 | ICSOC | Enhancing UML Class Diagram Abstraction with Page Rank Algorithm and Relationship Abstraction Rules. | Liang Huang, Yucong Duan, Zhangbing Zhou, Lixu Shao, Xiaobing Sun, Patrick C. K. Hung |
| 2016 | IDEAL | Enhancing UML Class Diagram Abstraction with Knowledge Graph. | Liang Huang, Yucong Duan, Xiaobing Sun, Zhaoxin Lin, Chuanpu Zhu |
| 2016 | SIGGRAPH | Ama [mp4] (France). | Emilie Almaida, Liang Huang, Mansoureh Kamari, Julie Robert, Juliette Peuportier, Tony Unser, Mora Marguin |
| 2015 | ACL | Scalable Large-Margin Structured Learning: Theory and Algorithms. | Liang Huang, Kai Zhao |
| 2015 | ACL | Dependency-based Convolutional Neural Networks for Sentence Embedding. | Mingbo Ma, Liang Huang, Bowen Zhou, Bing Xiang |
| 2015 | EMNLP | Search-Aware Tuning for Hierarchical Phrase-based Decoding. | Feifei Zhai, Liang Huang, Kai Zhao |
| 2015 | NAACL | Shift-Reduce Constituency Parsing with Dynamic Programming and POS Tag Lattice. | Haitao Mi, Liang Huang |
| 2015 | NAACL | Discriminative Unsupervised Alignment of Natural Language Instructions with Corresponding Video Segments. | Iftekhar Naim, Young Chol Song, Qiguang Liu, Liang Huang, Henry A. Kautz, Jiebo Luo, Daniel Gildea |
| 2015 | NAACL | Type-Driven Incremental Semantic Parsing with Polymorphism. | Kai Zhao, Liang Huang |
| 2014 | ACL | Scalable Large-Margin Structured Learning: Theory and Algorithms. | Liang Huang, Kai Zhao, Lemao Liu |
| 2014 | ACL | Hierarchical MT Training using Max-Violation Perceptron. | Kai Zhao, Liang Huang, Haitao Mi, Abraham Ittycheriah |
| 2014 | CHI | Fitnamo: using bodydata to encourage exercise through google glass™. | Edward Nguyen, Tanmay Modak, Elton Dias, Yang Yu, Liang Huang |
| 2014 | COLING | A Structured Language Model for Incremental Tree-to-String Translation. | Heng Yu, Haitao Mi, Liang Huang, Qun Liu |
| 2014 | EMNLP | Search-Aware Tuning for Machine Translation. | Lemao Liu, Liang Huang |
| 2014 | SecureComm | Timing-Based Clone Detection on Android Markets. | Yingjun Zhang, Kezhen Huang, Yuling Liu, Kai Chen, Liang Huang, Yifeng Lian |
| 2013 | ACL | Efficient Implementation of Beam-Search Incremental Parsers. | Yoav Goldberg, Kai Zhao, Liang Huang |
| 2013 | ACL | Joint Event Extraction via Structured Prediction with Global Features. | Qi Li, Heng Ji, Liang Huang |
| 2013 | EMNLP | Max-Violation Perceptron and Forced Decoding for Scalable MT Training. | Heng Yu, Liang Huang, Haitao Mi, Kai Zhao |
| 2013 | EMNLP | Online Learning for Inexact Hypergraph Search. | Hao Zhang, Liang Huang, Kai Zhao, Ryan T. McDonald |
| 2013 | EMNLP | Optimal Incremental Parsing via Best-First Dynamic Programming. | Kai Zhao, James Cross, Liang Huang |
| 2013 | ICNC | An energy-efficient method for wireless Ad Hoc networks based on cross layer AODV routing. | Wei Zeng, Liang Huang |
| 2013 | NAACL | Minibatch and Parallelization for Online Large Margin Structured Learning. | Kai Zhao, Liang Huang |
| 2013 | WCNC | Optimization of subcarrier allocation in highly dynamic cellular relay networks. | Xue Han, Guoqiang Mao, Zichen Liu, Liang Huang, Manli Qian, Jinglin Shi |
| 2013 | WCNC | Distributed coverage optimization for small cell clusters using game theory. | Liang Huang, Yiqing Zhou, Xue Han, Yuanyuan Wang, Manli Qian, Jinglin Shi |
| 2012 | ACL | Smaller Alignment Models for Better Translations: Unsupervised Word Alignment with the l0-norm. | Ashish Vaswani, Liang Huang, David Chiang |
| 2012 | APWEB | ℓ1-Graph Based Community Detection in Online Social Networks. | Liang Huang, Ruixuan Li, Yuhua Li, Xiwu Gu, Kunmei Wen, Zhiyong Xu |
| 2012 | NAACL | Structured Perceptron with Inexact Search. | Liang Huang, Suphan Fayong, Yang Guo |
| 2012 | VTC | Heterogeneous Wireless Network Traffic Load Estimation Based on Chaos Theory. | Xue Han, Yucheng Zhang, Liang Huang, Jinglin Shi |
| 2012 | WCNC | Maximum entropy based IP-traffic classification in mobile communication networks. | Xue Han, Yiqing Zhou, Liang Huang, Lin Han, Jinlong Hu, Jinglin Shi |
| 2011 | ACL | Rule Markov Models for Fast Tree-to-String Translation. | Ashish Vaswani, Haitao Mi, Liang Huang, David Chiang |
| 2011 | ICDAR | Keyword Spotting in Offline Chinese Handwritten Documents Using a Statistical Model. | Liang Huang, Fei Yin, Qing-Hu Chen, Cheng-Lin Liu |
| 2010 | ACL | Dynamic Programming for Linear-Time Incremental Parsing. | Liang Huang, Kenji Sagae |
| 2010 | COLING | Machine Translation with Lattices and Forests. | Haitao Mi, Liang Huang, Qun Liu |
| 2010 | EMNLP | Efficient Incremental Decoding for Tree-to-String Translation. | Liang Huang, Haitao Mi |
| 2009 | ACL | Automatic Adaptation of Annotation Standards: Chinese Word Segmentation and POS Tagging - A Case Study. | Wenbin Jiang, Liang Huang, Qun Liu |
| 2009 | EMNLP | Bilingually-Constrained (Monolingual) Shift-Reduce Parsing. | Liang Huang, Wenbin Jiang, Qun Liu |
| 2009 | NAACL | Dynamic Programming-based Search Algorithms in NLP. | Liang Huang |
| 2008 | ACL | Forest Reranking: Discriminative Parsing with Non-Local Features. | Liang Huang |
| 2008 | ACL | A Cascaded Linear Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging. | Wenbin Jiang, Liang Huang, Qun Liu, Yajuan L |
| 2008 | ACL | Forest-Based Translation. | Haitao Mi, Liang Huang, Qun Liu |
| 2008 | COLING | Advanced Dynamic Programming in Semiring and Hypergraph Frameworks. | Liang Huang |
| 2008 | EMNLP | Forest-based Translation Rule Extraction. | Haitao Mi, Liang Huang |
| 2007 | ACCV | An Adaptive Nonparametric Discriminant Analysis Method and Its Application to Face Recognition. | Liang Huang, Yong Ma, Yoshihisa Ijiri, Shihong Lao, Masato Kawade, Yuming Zhao |
| 2007 | ACL | Forest Rescoring: Faster Decoding with Integrated Language Models. | Liang Huang, David Chiang |
| 2006 | AMTA | Statistical Syntax-Directed Translation with Extended Domain of Locality. | Liang Huang, Kevin Knight, Aravind Joshi |
| 2006 | ICNC | An Optimization Algorithm Inspired by Membrane Computing. | Liang Huang, Ning Wang |
| 2006 | NAACL | Efficient Algorithms for Richer Formalisms: Parsing and Machine Translation. | Liang Huang |
| 2006 | NAACL | Synchronous Binarization for Machine Translation. | Hao Zhang, Liang Huang, Daniel Gildea, Kevin Knight |
| 2005 | ASPDAC | Clock network minimization methodology based on incremental placement. | Liang Huang, Yici Cai, Qiang Zhou, Xianlong Hong, Jiang Hu, Yongqiang Lu |
| 2005 | ASPDAC | Register placement for low power clock network. | Yongqiang Lu, Cliff C. N. Sze, Xianlong Hong, Qiang Zhou, Yici Cai, Liang Huang, Jiang Hu |
| 2005 | DAC | Navigating registers in placement for clock network minimization. | Yongqiang Lu, Cliff C. N. Sze, Xianlong Hong, Qiang Zhou, Yici Cai, Liang Huang, Jiang Hu |
| 2003 | CICLING | Pseudo Context-Sensitive Models for Parsing Isolating Languages: Classical Chinese - A Case Study. | Liang Huang, Yinan Peng, Zhenyu Wu, Zhihao Yuan, Huan Wang, Hui Liu |