Zhiheng Huang

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 39

Top Venues

University of Edinburgh, UK (PHD)

Education History

University of Edinburgh, UK

PHD

Publications

Zhengxuan Wu, Yuhao Zhang, Peng Qi, Yumo Xu, Rujun Han, Yian Zhang, Jifan Chen, Bonan Min, Zhiheng Huang
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models. CoRR (2024)
Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Henghui Zhu, Rui Dong, Deguang Kong, Juliette Burger, Anjelica Ramos, Zhiheng Huang, William Yang Wang, George Karypis, Bing Xiang, Dan Roth
STREET: A Multi-Task Structured Reasoning and Explanation Benchmark. ICLR (2023)
Zhiheng Huang, Palaiahnakote Shivakumara, Maryam Asadzadeh Kaljahi, Ahlad Kumar, Umapada Pal, Tong Lu, Michael Blumenstein
Writer age estimation through handwriting. Multim. Tools Appl. 82 (11) (2023)
Daniel Xiaodan Zhou, Lan Liu, Anmol Anubhai, Maansi Shandilya, Steph Sigalas, William Yang Wang, Zhiheng Huang
Beyond Accurate Answers: Evaluating Open-Domain Question Answering in Enterprise Search. CHIIR (2023)
Manoj Ghuhan Arivazhagan, Lan Liu, Peng Qi, Xinchi Chen, William Yang Wang, Zhiheng Huang
Hybrid Hierarchical Retrieval for Open-Domain Question Answering. ACL (Findings) (2023)
Xiyang Hu, Xinchi Chen, Peng Qi, Deguang Kong, Kunlun Liu, William Yang Wang, Zhiheng Huang
Language Agnostic Multilingual Information Retrieval with Contrastive Learning. ACL (Findings) (2023)
Deguang Kong, Daniel Xiaodan Zhou, Zhiheng Huang, Steph Sigalas
Personalized Search Via Neural Contextual Semantic Relevance Ranking. CoRR (2023)
Kaiser Sun, Peng Qi, Yuhao Zhang, Lan Liu, William Yang Wang, Zhiheng Huang
Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks. EMNLP (Findings) (2023)
Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Henry Zhu, Rui Dong, Deguang Kong, Juliette Burger, Anjelica Ramos, William Yang Wang, Zhiheng Huang, George Karypis, Bing Xiang, Dan Roth
STREET: A Multi-Task Structured Reasoning and Explanation Benchmark. CoRR (2023)
Rujun Han, Peng Qi, Yuhao Zhang, Lan Liu, Juliette Burger, William Yang Wang, Zhiheng Huang, Bing Xiang, Dan Roth
RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering. ACL (Findings) (2023)
Jifan Chen, Yuhao Zhang, Lan Liu, Rui Dong, Xinchi Chen, Patrick Ng, William Yang Wang, Zhiheng Huang
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations. ACL (Findings) (2023)
Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Rui Dong, Xiaokai Wei, Henry Zhu, Xinchi Chen, Zhiheng Huang, Peng Xu, Andrew O. Arnold, Dan Roth
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner. CoRR (2022)
Xiyang Hu, Xinchi Chen, Peng Qi, Deguang Kong, Kunlun Liu, William Yang Wang, Zhiheng Huang
Language Agnostic Multilingual Information Retrieval with Contrastive Learning. CoRR (2022)
Kaiser Sun, Peng Qi, Yuhao Zhang, Lan Liu, William Yang Wang, Zhiheng Huang
Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks. CoRR (2022)
Zhiheng Huang, Qi Lu, Xiangyun Li, Kang Li
UDE-based Robust Control of Robot Manipulator Using Dual Quaternion. CASE (2022)
Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Rui Dong, Xiaokai Wei, Henghui Zhu, Xinchi Chen, Peng Xu, Zhiheng Huang, Andrew O. Arnold, Dan Roth
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner. NAACL-HLT (Findings) (2022)
Jifan Chen, Yuhao Zhang, Lan Liu, Rui Dong, Xinchi Chen, Patrick Ng, William Yang Wang, Zhiheng Huang
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations. CoRR (2022)
Peng Xu, Xinchi Chen, Xiaofei Ma, Zhiheng Huang, Bing Xiang
Contrastive Document Representation Learning with Graph Attention Networks. EMNLP (Findings) (2021)
Zhiheng Huang, Palaiahnakote Shivakumara, Tong Lu, Umapada Pal, Michael Blumenstein, Bhaarat Chetty, G. Hemantha Kumar
Improved Ring Radius Transform-Based Reconstruction for Video Character Recognition. Int. J. Pattern Recognit. Artif. Intell. 35 (7) (2021)
Peng Xu, Davis Liang, Zhiheng Huang, Bing Xiang
Attention-guided Generative Models for Extractive Question Answering. CoRR (2021)
Zhiheng Huang, Davis Liang, Peng Xu, Bing Xiang
Multiplicative Position-aware Transformer Models for Language Understanding. CoRR (2021)
Minglong Xue, Zhiheng Huang, Ruo-Ze Liu, Tong Lu
A Novel Attention Enhanced Residual-In-Residual Dense Network for Text Image Super-Resolution. ICME (2021)
Peng Xu, Xinchi Chen, Xiaofei Ma, Zhiheng Huang, Bing Xiang
Contrastive Document Representation Learning with Graph Attention Networks. CoRR (2021)
Zhiheng Huang, Davis Liang, Peng Xu, Bing Xiang
Improve Transformer Models with Better Relative Position Embeddings. CoRR (2020)
Yifei Wang, Zhiheng Huang, Mohammad Shahidehpour, Loi Lei Lai, Zhongqiang Wang, Quansheng Zhu
Reconfigurable Distribution Network for Managing Transactive Energy in a Multi-Microgrid System. IEEE Trans. Smart Grid 11 (2) (2020)
Davis Liang, Peng Xu, Siamak Shakeri, Cícero Nogueira dos Santos, Ramesh Nallapati, Zhiheng Huang, Bing Xiang
Embedding-based Zero-shot Retrieval through Query Generation. CoRR (2020)
Cícero Nogueira dos Santos, Xiaofei Ma, Ramesh Nallapati, Zhiheng Huang, Bing Xiang
Beyond [CLS] through Ranking by Generation. EMNLP (1) (2020)
Cícero Nogueira dos Santos, Xiaofei Ma, Ramesh Nallapati, Zhiheng Huang, Bing Xiang
Beyond [CLS] through Ranking by Generation. CoRR (2020)
Zhiheng Huang, Davis Liang, Peng Xu, Bing Xiang
Improve Transformer Models with Better Relative Position Embeddings. EMNLP (Findings) (2020)
Zhiheng Huang, Peng Xu, Davis Liang, Ajay Mishra, Bing Xiang
TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding. CoRR (2020)
Julian Salazar, Katrin Kirchhoff, Zhiheng Huang
Self-attention Networks for Connectionist Temporal Classification in Speech Recognition. ICASSP (2019)
Zhiheng Huang, Bing Xiang
WeNet: Weighted Networks for Recurrent Network Architecture Search. CoRR (2019)
Julian Salazar, Katrin Kirchhoff, Zhiheng Huang
Self-Attention Networks for Connectionist Temporal Classification in Speech Recognition. CoRR (2019)
Davis Liang, Zhiheng Huang, Zachary C. Lipton
Learning Noise-Invariant Representations for Robust Speech Recognition. CoRR (2018)
Davis Liang, Zhiheng Huang, Zachary C. Lipton
Learning Noise-Invariant Representations for Robust Speech Recognition. SLT (2018)
Yisen Wang, Xuejiao Deng, Songbai Pu, Zhiheng Huang
Residual Convolutional CTC Networks for Automatic Speech Recognition. CoRR (2017)
Haonan Yu, Jiang Wang, Zhiheng Huang, Yi Yang, Wei Xu
Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks. CVPR (2016)
Jiang Wang, Yi Yang, Junhua Mao, Zhiheng Huang, Chang Huang, Wei Xu
CNN-RNN: A Unified Framework for Multi-label Image Classification. CVPR (2016)
Jiang Wang, Yi Yang, Junhua Mao, Zhiheng Huang, Chang Huang, Wei Xu
CNN-RNN: A Unified Framework for Multi-label Image Classification. CoRR (2016)
Haoyuan Gao, Junhua Mao, Jie Zhou, Zhiheng Huang, Lei Wang, Wei Xu
Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering. CoRR (2015)
Haohua Zhao, Jun Luo, Zhiheng Huang, Takefumi Nagumo, Jun Murayama, Liqing Zhang
Statistically Adaptive Image Denoising Based on Overcomplete Topographic Sparse Coding. Neural Process. Lett. 41 (3) (2015)
Junhua Mao, Xu Wei, Yi Yang, Jiang Wang, Zhiheng Huang, Alan L. Yuille
Learning Like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images. ICCV (2015)
Junhua Mao, Wei Xu, Yi Yang, Jiang Wang, Zhiheng Huang, Alan L. Yuille
Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images. CoRR (2015)
Haoyuan Gao, Junhua Mao, Jie Zhou, Zhiheng Huang, Lei Wang, Wei Xu
Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question. NIPS (2015)
Haonan Yu, Jiang Wang, Zhiheng Huang, Yi Yang, Wei Xu
Video Paragraph Captioning using Hierarchical Recurrent Neural Networks. CoRR (2015)
Zhiheng Huang, Wei Xu, Kai Yu
Bidirectional LSTM-CRF Models for Sequence Tagging. CoRR (2015)
Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael S. Bernstein, Alexander C. Berg, Li Fei-Fei
ImageNet Large Scale Visual Recognition Challenge. Int. J. Comput. Vis. 115 (3) (2015)
Dong Yu, Adam Eversole, Michael L. Seltzer, Kaisheng Yao, Brian Guenter, Oleksii Kuchaiev, Frank Seide, Huaming Wang, Jasha Droppo, Zhiheng Huang, Geoffrey Zweig, Christopher J. Rossbach, Jon Currey
An introduction to computational networks and the computational network toolkit (invited talk). INTERSPEECH (2014)
Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael S. Bernstein, Alexander C. Berg, Li Fei-Fei
ImageNet Large Scale Visual Recognition Challenge. CoRR (2014)
Zhiheng Huang, Geoffrey Zweig, Benoît Dumoulin
Cache based recurrent neural network language model inference for first pass speech recognition. ICASSP (2014)
Olga Russakovsky, Jia Deng, Zhiheng Huang, Alexander C. Berg, Li Fei-Fei
Detecting Avocados to Zucchinis: What Have We Done, and Where Are We Going? ICCV (2013)
Haohua Zhao, Jun Luo, Zhiheng Huang, Takefumi Nagumo, Jun Murayama, Liqing Zhang
Image Denoising Based on Overcomplete Topographic Sparse Coding. ICONIP (3) (2013)
Zhiheng Huang, Geoffrey Zweig, Michael Levit, Benoît Dumoulin, Barlas Oguz, Shawn Chang
Accelerating recurrent neural network training via two stage classes and parallelization. ASRU (2013)
Zhiheng Huang, Yi Chang, Bo Long, Jean-François Crespo, Anlei Dong, Sathiya Keerthi, Su-Lin Wu
Iterative Viterbi A* Algorithm for K-Best Sequential Decoding. ACL (1) (2012)
Zengchang Qin, Marcus Thint, Zhiheng Huang
Ranking Answers by Hierarchical Topic Models. IEA/AIE (2009)
Zhiheng Huang, Guangping Zeng, Weiqun Xu, Asli Celikyilmaz
Accurate Semantic Class Classifier for Coreference Resolution. EMNLP (2009)
Asli Celikyilmaz, Marcus Thint, Zhiheng Huang
A Graph-based Semi-Supervised Learning for Question-Answering. ACL/IJCNLP (2009)
Zhiheng Huang, Qiang Shen
Preserving piece-wise linearity in fuzzy interpolation. FUZZ-IEEE (2009)
Zhiheng Huang, Marcus Thint, Asli Celikyilmaz
Investigation of Question Classifier in Question Answering. EMNLP (2009)
Zhiheng Huang, Tamás D. Gedeon, Masoud Nikravesh
Pattern Trees Induction: A New Machine Learning Method. IEEE Trans. Fuzzy Syst. 16 (4) (2008)
Zhiheng Huang, Marcus Thint, Zengchang Qin
Question Classification using Head Words and their Hypernyms. EMNLP (2008)
Zhiheng Huang, Qiang Shen
Fuzzy Interpolation and Extrapolation: A Practical Approach. IEEE Trans. Fuzzy Syst. 16 (1) (2008)
Zhiheng Huang, Masoud Nikravesh, Ben Azvine, Tamás D. Gedeon
Weighted Pattern Trees: A Case Study with Customer Satisfaction Dataset. IFSA (1) (2007)
Zhiheng Huang, Paul P. Conway, Rachel C. Thomson
Microstructural considerations for ultrafine lead free solder joints. Microelectron. Reliab. 47 (12) (2007)
Zhiheng Huang, Qiang Shen
Fuzzy Interpolative Reasoning via Scale and Move Transformations. IEEE Trans. Fuzzy Syst. 14 (2) (2006)
Zhiheng Huang, Tamás D. Gedeon
Pattern Trees. FUZZ-IEEE (2006)
Zhiheng Huang, Qiang Shen
Transformation Based Interpolation with Generalized Representative Values. FUZZ-IEEE (2005)
Zhiheng Huang, Qiang Shen
Scale and move transformation-based fuzzy interpolative reasoning: a revisit. FUZZ-IEEE (2004)
Tamás D. Gedeon, Kok Wai Wong, Patrick M. Wong, Zhiheng Huang
Spatial Interpolation Using Fuzzy Reasoning. Trans. GIS 7 (1) (2003)
Zhiheng Huang, Qiang Shen
A new fuzzy interpolative reasoning method based on center of gravity. FUZZ-IEEE (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zhiheng Huang