Zhiheng Huang

Most-cited papers

ImageNet Large Scale Visual Recognition Challenge
O. Russakovsky, Jia Deng, Hao Su, J. Krause +8 more
2014International Journal of Computer Vision44K citations
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Bidirectional LSTM-CRF Models for Sequence Tagging
Zhiheng Huang, Wei Xu, Kai Yu
2015arXiv.org4,568 citations
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Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN)
Junhua Mao, Wei Xu, Yi Yang, Jiang Wang +2 more
2014International Conference on Learning Representations1,286 citations
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CNN-RNN: A Unified Framework for Multi-label Image Classification
Jiang Wang, Yi Yang, Junhua Mao, Zhiheng Huang +2 more
2016Computer Vision and Pattern Recognition1,270 citations
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Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks
Hao-Nan Yu, Jiang Wang, Zhiheng Huang, Yi Yang +1 more
2015Computer Vision and Pattern Recognition586 citations Open access
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Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question
Hao-Yuan Gao, Junhua Mao, Jie Zhou, Zhiheng Huang +2 more
2015Neural Information Processing Systems535 citations
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An introduction to computational networks and the computational network toolkit (invited talk)
Dong Yu, Adam Eversole, M. Seltzer, K. Yao +10 more
2014Interspeech404 citations
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Proton exchange membranes for high temperature proton exchange membrane fuel cells: Challenges and perspectives
Erli Qu, Xiao-Feng Hao, M. Xiao, Dong-Mei Han +4 more
2022Journal of Power Sources318 citations
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Moiré photonics and optoelectronics
Luo-Jun Du, M. Molas, Zhiheng Huang, Guang-Yu Zhang +2 more
2023Science250 citations Open access
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Fuzzy interpolative reasoning via scale and move transformations
Zhiheng Huang, Q. Shen
2006IEEE transactions on fuzzy systems232 citations Open access
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Question Classification using Head Words and their Hypernyms
Zhiheng Huang, M. Thint, Zeng-Chang Qin
2008Conference on Empirical Methods in Natural Language Processing225 citations
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Fuzzy Interpolation and Extrapolation: A Practical Approach
Zhiheng Huang, Q. Shen
2008IEEE transactions on fuzzy systems196 citations
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Improve Transformer Models with Better Relative Position Embeddings
Zhiheng Huang, Davis Liang, Peng Xu, Bing Xiang
2020Findings164 citations Open access
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Learning Like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images
Junhua Mao, Xu Wei, Yi Yang, Jiang Wang +2 more
2015IEEE International Conference on Computer Vision161 citations Open access
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Self-attention Networks for Connectionist Temporal Classification in Speech Recognition
Julian Salazar, K. Kirchhoff, Zhiheng Huang
2019IEEE International Conference on Acoustics, Speech, and Signal Processing126 citations Open access
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Detecting Avocados to Zucchinis: What Have We Done, and Where Are We Going?
O. Russakovsky, Jia Deng, Zhiheng Huang, A. Berg +1 more
2013IEEE International Conference on Computer Vision93 citations
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Residual Convolutional CTC Networks for Automatic Speech Recognition
Yisen Wang, Xuejiao Deng, Songbai Pu, Zhiheng Huang
2017arXiv.org91 citations
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Reconfigurable Distribution Network for Managing Transactive Energy in a Multi-Microgrid System
Yi-Fei Wang, Zhiheng Huang, M. Shahidehpour, L. Lai +2 more
2020IEEE Transactions on Smart Grid86 citations
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Pattern Trees Induction: A New Machine Learning Method
Zhiheng Huang, Tom Gedeon, M. Nikravesh
2008IEEE transactions on fuzzy systems84 citations
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Block Copolymer Electrolytes for Lithium Metal Batteries: Strategies to Boost both Ionic Conductivity and Mechanical Strength
Tianyi Wang, Lei Zhong, M. Xiao, Dong-Mei Han +5 more
2023Progress in polymer science76 citations
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Learning Noise-Invariant Representations for Robust Speech Recognition
Davis Liang, Zhiheng Huang, Zachary Chase Lipton
2018Spoken Language Technology Workshop58 citations Open access
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Embedding-based Zero-shot Retrieval through Query Generation
Davis Liang, Peng Xu, Siamak Shakeri, C. D. dos Santos +3 more
2020arXiv.org54 citations
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Weyl Phonons in Chiral Crystals.
Tian-Tian Zhang, Zhiheng Huang, Zitian Pan, Luo-Jun Du +2 more
2023Nano letters (Print)51 citations Open access
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Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner
D. Ribeiro, Shen Wang, Xiaofei Ma, Rui Dong +7 more
2022NAACL-HLT46 citations Open access
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Cache based recurrent neural network language model inference for first pass speech recognition
Zhiheng Huang, G. Zweig, Benoît Dumoulin
2014IEEE International Conference on Acoustics, Speech, and Signal Processing46 citations
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Investigation of Question Classifier in Question Answering
Zhiheng Huang, M. Thint, Asli Celikyilmaz
2009Conference on Empirical Methods in Natural Language Processing38 citations Open access
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Composite Membranes Consisting of Acidic Carboxyl Containing Polyimide and Basic Polybenzimidazole for High Temperature Proton Exchange Membrane Fuel Cells
Erli Qu, Geng Cheng, M. Xiao, Dong-Mei Han +5 more
2023Journal of Materials Chemistry A37 citations Open access
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Fuzzy interpolation with generalized representative values
Zhiheng Huang, Q. Shen
200436 citations
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Ultra-Long-Life and Ultrathin Quasi-Solid Electrolytes Fabricated by Solvent-Free Technology for Safe Lithium Metal Batteries
Peng Liu, Lei Zhong, Shuan-Jin Wang, Sheng Huang +4 more
2023Social Science Research Network35 citations Open access
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A Stable Anode-Free Na–S Full Cell at Room Temperature
Maoning Geng, Dong-Mei Han, Zhiheng Huang, Shuan-Jin Wang +5 more
2022Energy Storage Materials35 citations
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TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding
Zhiheng Huang, Peng Xu, Davis Liang, Ajay K. Mishra +1 more
2020arXiv.org35 citations
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Beyond [CLS] through Ranking by Generation
Cícero Nogueira dos Santos, Xiaofei Ma, Ramesh Nallapati, Zhiheng Huang +1 more
2020Conference on Empirical Methods in Natural Language Processing33 citations Open access
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Accelerating recurrent neural network training via two stage classes and parallelization
Zhiheng Huang, G. Zweig, Michael Levit, Benoît Dumoulin +2 more
20132013 IEEE Workshop on Automatic Speech Recognition and Understanding33 citations
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A Graph-based Semi-Supervised Learning for Question-Answering
Asli Celikyilmaz, M. Thint, Zhiheng Huang
2009Annual Meeting of the Association for Computational Linguistics33 citations Open access
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Facile and direct synthesis of oligocarbonate diols from carbon dioxide and their application as sustainable feedstock for polyurethane
Xin Huang, Krill Alferov, Tingting Zhao, Jingyao Yin +6 more
2023Journal of CO2 Utilization31 citations Open access
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Intermolecular Acid–Base‐Pairs Containing Poly (p‐Terphenyl‐co‐Isatin Piperidinium) for High Temperature Proton Exchange Membrane Fuel Cells
Xiao-Feng Hao, Zhen Li, M. Xiao, Zhiheng Huang +5 more
2023ENERGY & ENVIRONMENTAL MATERIALS31 citations Open access
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Biodegradable Copolymers from CO2, Epoxides, and Anhydrides Catalyzed by Organoborane/Tertiary Amine Pairs: High Selectivity and Productivity
Jia-Xin Liang, Shuxian Ye, Si-Yuan Wang, Shuan-Jin Wang +7 more
2022Macromolecules29 citations
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STREET: A Multi-Task Structured Reasoning and Explanation Benchmark
D. Ribeiro, Shen Wang, Xiaofei Ma, He Zhu +9 more
2023International Conference on Learning Representations28 citations Open access
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Hybrid Hierarchical Retrieval for Open-Domain Question Answering
Manoj Ghuhan Arivazhagan, Lan Liu, Peng Qi, Xin-Chi Chen +2 more
2023Annual Meeting of the Association for Computational Linguistics28 citations Open access
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Transactive Energy Trading in Reconfigurable Multi-carrier Energy Systems
Yi-Fei Wang, Zhiheng Huang, Zhen-Hao Li, Xi Wu +2 more
2020Journal of Modern Power Systems and Clean Energy25 citations Open access
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Microstructural Considerations for Ultrafine Lead Free Solder Joints
Zhiheng Huang, P. Conway, R. Thomson
2006International Conference on Thermal, Mechanial and Multi-Physics Simulation and Experiments in Micro-Electronics and Micro-Systems25 citations
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Ranking Answers by Hierarchical Topic Models
Zeng-Chang Qin, M. Thint, Zhiheng Huang
2009International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems22 citations
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One-pot construction of random, gradient and triblock copolymers from CO2, epoxides and phthalic anhydride by metal-free catalyst
Shuxian Ye, Yan-Song Ren, Jia-Xin Liang, Shuan-Jin Wang +6 more
2022Journal of CO2 Utilization21 citations
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Spatially indirect intervalley excitons in bilayer WSe2
Zhiheng Huang, Yan-Chong Zhao, Tao Bo, Yan-Bang Chu +15 more
2021Physical review B21 citations Open access
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A rechargeable Li–CO2 battery based on the preservation of dimethyl sulfoxide
Zhenhua Lu, M. Xiao, Shuan-Jin Wang, Dong-Mei Han +3 more
2022Journal of Materials Chemistry A18 citations
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Iterative Viterbi A* Algorithm for K-Best Sequential Decoding
Zhiheng Huang, Yi Chang, Bo Long, Jean-François Crespo +3 more
2012Annual Meeting of the Association for Computational Linguistics18 citations
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A new biodegradable CO2-based poly(ester-co-carbonate): Molecular chain building up with crosslinkable domain
Jia-Xin Liang, Siyuan Wang, Change Wu, Shuan-Jin Wang +5 more
2023Journal of CO2 Utilization17 citations Open access
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Language Agnostic Multilingual Information Retrieval with Contrastive Learning
Xiyang Hu, Xin-Chi Chen, Peng Qi, Deguang Kong +3 more
2022Annual Meeting of the Association for Computational Linguistics17 citations Open access
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Attention-guided Generative Models for Extractive Question Answering
Peng Xu, Davis Liang, Zhiheng Huang, Bing Xiang
2021arXiv.org17 citations
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New anhydrous proton exchange membranes based on polypyrrolone (PPy) for high-temperature polymer electrolyte fuel cells
Yu Bai, Dong-Mei Han, M. Xiao, Zhiheng Huang +3 more
2023Journal of Power Sources15 citations
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