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ORCIDHenghui Zhu
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2020 – today
- 2024
[c32]Wenyue Hua, Jiang Guo, Mingwen Dong, Henghui Zhu, Patrick Ng, Zhiguo Wang:
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks. ACL (Findings) 2024: 12503-12525- [i23]Wenyue Hua, Jiang Guo, Mingwen Dong, Henghui Zhu, Patrick Ng, Zhiguo Wang:
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks. CoRR abs/2401.17585 (2024) - [i22]Hideo Kobayashi, Wuwei Lan, Peng Shi, Shuaichen Chang, Jiang Guo, Henghui Zhu, Zhiguo Wang, Patrick Ng:
You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL. CoRR abs/2409.12172 (2024) - [i21]Mingwen Dong, Nischal Ashok Kumar, Yiqun Hu, Anuj Chauhan, Chung-Wei Hang, Shuaichen Chang, Lin Pan, Wuwei Lan, Henghui Zhu, Jiarong Jiang, Patrick Ng, Zhiguo Wang:
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries. CoRR abs/2410.11076 (2024) - 2023
- [c31]Yiqun Hu, Yiyun Zhao, Jiarong Jiang, Wuwei Lan, Henghui Zhu, Anuj Chauhan, Alexander Hanbo Li, Lin Pan, Jun Wang, Chung-Wei Hang, Sheng Zhang, Jiang Guo, Mingwen Dong, Joseph Lilien, Patrick Ng, Zhiguo Wang, Vittorio Castelli, Bing Xiang:
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing. ACL (Findings) 2023: 1327-1343 - [c30]Xingyu Fu, Sheng Zhang, Gukyeong Kwon, Pramuditha Perera, Henghui Zhu, Yuhao Zhang, Alexander Hanbo Li, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Dan Roth, Bing Xiang:
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge. ACL (Findings) 2023: 2333-2346 - [c29]Sijia Wang
, Alexander Hanbo Li, Henghui Zhu, Sheng Zhang, Pramuditha Perera, Chung-Wei Hang, Jie Ma, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Bing Xiang, Patrick Ng:
Benchmarking Diverse-Modal Entity Linking with Generative Models. ACL (Findings) 2023: 7841-7857 - [c28]Shuaichen Chang, Jun Wang, Mingwen Dong, Lin Pan, Henghui Zhu, Alexander Hanbo Li, Wuwei Lan, Sheng Zhang, Jiarong Jiang, Joseph Lilien, Steve Ash, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Bing Xiang:
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness. ICLR 2023 - [c27]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 - [c26]Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Yang Wang, Zhiguo Wang, Bing Xiang:
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases. ICLR 2023 - [i20]Shuaichen Chang, Jun Wang, Mingwen Dong, Lin Pan, Henghui Zhu, Alexander Hanbo Li, Wuwei Lan, Sheng Zhang, Jiarong Jiang, Joseph Lilien, Steve Ash, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Bing Xiang:
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness. CoRR abs/2301.08881 (2023) - [i19]Wuwei Lan, Zhiguo Wang, Anuj Chauhan, Henghui Zhu, Alexander Hanbo Li, Jiang Guo, Sheng Zhang, Chung-Wei Hang, Joseph Lilien, Yiqun Hu, Lin Pan, Mingwen Dong, Jun Wang, Jiarong Jiang, Stephen Ash, Vittorio Castelli, Patrick Ng, Bing Xiang:
UNITE: A Unified Benchmark for Text-to-SQL Evaluation. CoRR abs/2305.16265 (2023) - [i18]Xingyu Fu, Sheng Zhang, Gukyeong Kwon, Pramuditha Perera, Henghui Zhu, Yuhao Zhang, Alexander Hanbo Li, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Dan Roth, Bing Xiang:
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge. CoRR abs/2305.18842 (2023) - 2022
- [c25]Peng Shi, Patrick Ng, Feng Nan, Henghui Zhu, Jun Wang, Jiarong Jiang, Alexander Hanbo Li, Rishav Chakravarti, Donald Weidner, Bing Xiang, Zhiguo Wang:
Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering. AAAI 2022: 11312-11320 - [c24]Dejiao Zhang, Wei Xiao, Henghui Zhu, Xiaofei Ma, Andrew O. Arnold:
Virtual Augmentation Supported Contrastive Learning of Sentence Representations. ACL (Findings) 2022: 864-876 - [c23]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: 465-475 - [c22]Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-Wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren:
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora. NAACL-HLT 2022: 4764-4780 - [i17]Andy T. Liu, Wei Xiao, Henghui Zhu, Dejiao Zhang, Shang-Wen Li, Andrew O. Arnold:
QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition. CoRR abs/2203.01543 (2022) - [i16]Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Wang, Zhiguo Wang, Bing Xiang:
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases. CoRR abs/2210.00063 (2022) - 2021
- [j9]Tingting Xu, Henghui Zhu, Ioannis Ch. Paschalidis:
Learning parametric policies and transition probability models of markov decision processes from data. Eur. J. Control 57: 68-75 (2021) - [c21]Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cícero Nogueira dos Santos, Bing Xiang:
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training. AAAI 2021: 13806-13814 - [c20]Yifan Gao, Henghui Zhu, Patrick Ng, Cícero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang:
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction. ACL/IJCNLP (1) 2021: 3263-3276 - [c19]Alexander Hanbo Li, Patrick Ng, Peng Xu, Henghui Zhu, Zhiguo Wang, Bing Xiang:
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering. ACL/IJCNLP (1) 2021: 4078-4088 - [c18]Feng Nan, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen R. McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang:
Improving Factual Consistency of Abstractive Summarization via Question Answering. ACL/IJCNLP (1) 2021: 6881-6894 - [c17]Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-Wen Li, Wael Hamza, Julian J. McAuley:
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering. EACL 2021: 1063-1074 - [c16]Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cícero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathy McKeown, Bing Xiang:
Entity-level Factual Consistency of Abstractive Text Summarization. EACL 2021: 2727-2733 - [c15]Dejiao Zhang, Shang-Wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang:
Pairwise Supervised Contrastive Learning of Sentence Representations. EMNLP (1) 2021: 5786-5798 - [c14]Dejiao Zhang, Feng Nan, Xiaokai Wei, Shang-Wen Li, Henghui Zhu, Kathleen R. McKeown, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang:
Supporting Clustering with Contrastive Learning. NAACL-HLT 2021: 5419-5430 - [i15]Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-Wen Li, Wael Hamza, Julian J. McAuley:
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering. CoRR abs/2101.08333 (2021) - [i14]Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cícero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathleen R. McKeown, Bing Xiang:
Entity-level Factual Consistency of Abstractive Text Summarization. CoRR abs/2102.09130 (2021) - [i13]Dejiao Zhang, Feng Nan, Xiaokai Wei, Shang-Wen Li, Henghui Zhu, Kathleen R. McKeown, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang:
Supporting Clustering with Contrastive Learning. CoRR abs/2103.12953 (2021) - [i12]Feng Nan, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen R. McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang:
Improving Factual Consistency of Abstractive Summarization via Question Answering. CoRR abs/2105.04623 (2021) - [i11]Alexander Hanbo Li, Patrick Ng, Peng Xu, Henghui Zhu, Zhiguo Wang, Bing Xiang:
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering. CoRR abs/2108.02866 (2021) - [i10]Dejiao Zhang, Shang-Wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang:
Pairwise Supervised Contrastive Learning of Sentence Representations. CoRR abs/2109.05424 (2021) - [i9]Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-Wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren:
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora. CoRR abs/2110.08534 (2021) - [i8]Dejiao Zhang, Wei Xiao, Henghui Zhu, Xiaofei Ma, Andrew O. Arnold:
Virtual Augmentation Supported Contrastive Learning of Sentence Representations. CoRR abs/2110.08552 (2021) - 2020
- [j8]Henghui Zhu, Hao Liu, Armin Ataei, Yonatan Munk, Thomas Daniel, Ioannis Ch. Paschalidis:
Learning from animals: How to Navigate Complex Terrains. PLoS Comput. Biol. 16(1) (2020) - [c13]Henghui Zhu, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang:
Who Did They Respond to? Conversation Structure Modeling Using Masked Hierarchical Transformer. AAAI 2020: 9741-9748 - [c12]Morteza Pourreza Shahri, Amir Tahmasebi, Bingyang Ye, Henghui Zhu, Javed Aslam, Timothy Ferris:
An Ensemble Approach for Automatic Structuring of Radiology Reports. ClinicalNLP@EMNLP 2020: 249-258 - [c11]Boran Hao, Henghui Zhu, Ioannis Ch. Paschalidis:
Enhancing Clinical BERT Embedding using a Biomedical Knowledge Base. COLING 2020: 657-661 - [c10]Dejiao Zhang, Ramesh Nallapati, Henghui Zhu, Feng Nan, Cícero Nogueira dos Santos, Kathleen R. McKeown, Bing Xiang:
Unsupervised Domain Adaptation for Cross-lingual Text Labeling. EMNLP (Findings) 2020: 3527-3536 - [c9]Siamak Shakeri, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang:
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems. EMNLP (1) 2020: 5445-5460 - [i7]Morteza Pourreza Shahri, Amir Tahmasebi, Bingyang Ye, Henghui Zhu, Javed Aslam, Timothy Ferris:
An Ensemble Approach for Automatic Structuring of Radiology Reports. CoRR abs/2010.02256 (2020) - [i6]Yifan Gao, Henghui Zhu, Patrick Ng, Cícero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang:
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction. CoRR abs/2011.13137 (2020) - [i5]Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cícero Nogueira dos Santos, Bing Xiang:
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training. CoRR abs/2012.10309 (2020)
2010 – 2019
- 2019
- [j7]Amir M. Tahmasebi, Henghui Zhu, Gabriel Mankovich, Peter Prinsen, Prescott Klassen, Sam Pilato, Rob van Ommering, Pritesh Patel, Martin L. Gunn, Paul Chang:
Automatic Normalization of Anatomical Phrases in Radiology Reports Using Unsupervised Learning. J. Digit. Imaging 32(1): 6-18 (2019) - [j6]Manjesh Kumar Hanawal, Hao Liu, Henghui Zhu, Ioannis Ch. Paschalidis:
Learning Policies for Markov Decision Processes From Data. IEEE Trans. Autom. Control. 64(6): 2298-2309 (2019) - [c8]Elena Sergeeva, Henghui Zhu, Amir Tahmasebi, Peter Szolovits:
Neural Token Representations and Negation and Speculation Scope Detection in Biomedical and General Domain Text. LOUHI@EMNLP 2019: 178-187 - [c7]Henghui Zhu, Ioannis Ch. Paschalidis, Michael E. Hasselmo:
A Hebbian learning algorithm for training a neural circuit to perform context-dependent associations of stimuli. ACC 2019: 848-853 - [c6]Henghui Zhu, Tingting Xu, Ioannis Ch. Paschalidis:
Learning Parameterized Prescription Policies and Disease Progression Dynamics using Markov Decision Processes. ACC 2019: 3438-3443 - [i4]Henghui Zhu, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang:
Who did They Respond to? Conversation Structure Modeling using Masked Hierarchical Transformer. CoRR abs/1911.10666 (2019) - 2018
- [j5]Henghui Zhu, Ioannis Ch. Paschalidis, Michael E. Hasselmo:
Neural circuits for learning context-dependent associations of stimuli. Neural Networks 107: 48-60 (2018) - [i3]Henghui Zhu, Ioannis Ch. Paschalidis, Amir Tahmasebi:
Clinical Concept Extraction with Contextual Word Embedding. CoRR abs/1810.10566 (2018) - 2017
- [j4]Kexin Liu, Henghui Zhu, Jinhu Lu:
Cooperative Stabilization of a Class of LTI Plants With Distributed Observers. IEEE Trans. Circuits Syst. I Regul. Pap. 64-I(7): 1891-1902 (2017) - [c5]Henghui Zhu, Ioannis Ch. Paschalidis, Michael E. Hasselmo:
Feature extraction in Q-learning using neural networks. CDC 2017: 3330-3335 - [i2]Manjesh Kumar Hanawal, Hao Liu, Henghui Zhu, Ioannis Ch. Paschalidis:
Learning Policies for Markov Decision Processes from Data. CoRR abs/1701.05954 (2017) - [i1]Henghui Zhu, Feng Nan, Ioannis Ch. Paschalidis, Venkatesh Saligrama:
Sequential Dynamic Decision Making with Deep Neural Nets on a Test-Time Budget. CoRR abs/1705.10924 (2017) - 2016
- [j3]Yao Chen, Wenwu Yu, Shaolin Tan, Henghui Zhu:
Synchronizing nonlinear complex networks via switching disconnected topology. Autom. 70: 189-194 (2016) - [j2]Yao Chen, Fangfei Li, Bo Hou, Shaolin Tan, Henghui Zhu:
Convergence analysis of discrete-time consensus algorithm with both self and transmission delays. J. Frankl. Inst. 353(11): 2467-2481 (2016) - [c4]Manjesh Kumar Hanawal, Hao Liu, Henghui Zhu, Ioannis Ch. Paschalidis:
Learning parameterized policies for Markov decision processes through demonstrations. CDC 2016: 7087-7092 - 2015
- [j1]Kexin Liu, Henghui Zhu, Jinhu Lu:
Bridging the Gap Between Transmission Noise and Sampled Data for Robust Consensus of Multi-Agent Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 62-I(7): 1836-1844 (2015) - [c3]Kexin Liu, Henghui Zhu, Jinhu Lu:
Robust consensus of a class of linear multi-agent systems via sampled-data control. ASCC 2015: 1-5 - [c2]Kexin Liu, Henghui Zhu, Jinhu Lu, Maciej J. Ogorzalek:
Cooperative Design of Networked Observers for Stabilizing LTI Plants. ISCAS 2015: 2680-2683 - 2014
- [c1]Henghui Zhu, Kexin Liu, Jinhu Lu, Zongli Lin, Yao Chen:
On the cooperative observability of a continuous-time linear system on an undirected network. IJCNN 2014: 2940-2944
Coauthor Index
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