Henghui Zhu

68 papers A* 6A 2B 2C 3Journal 33Unranked 22
YearRankTypeTitle / Venue / Authors
2026 — conf
What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects.
EACL (Findings)
Naihao Deng, Sheng Zhang, Henghui Zhu, Shuaichen Chang, Jiani Zhang, Alexander Hanbo Li, Chung-Wei Hang, Hideo Kobayashi, Yiqun Hu, Patrick Ng
2025 — conf
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries.
NAACL (Long Papers)
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
2025 J jnl
Towards Better Understanding Table Instruction Tuning: Decoupling the Effects from Data versus Models.
CoRR
Naihao Deng, Sheng Zhang, Henghui Zhu, Shuaichen Chang, Jiani Zhang, Alexander Hanbo Li, Chung-Wei Hang, Hideo Kobayashi, Yiqun Hu, Patrick Ng
2025 — conf
You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL.
NAACL (Long Papers)
Hideo Kobayashi, Wuwei Lan, Peng Shi, Shuaichen Chang, Jiang Guo, Henghui Zhu, Zhiguo Wang, Patrick Ng
2024 J jnl
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries.
CoRR
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
2024 — conf
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks.
ACL (Findings)
Wenyue Hua, Jiang Guo, Mingwen Dong, Henghui Zhu, Patrick Ng, Zhiguo Wang
2024 J jnl
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks.
CoRR
Wenyue Hua, Jiang Guo, Mingwen Dong, Henghui Zhu, Patrick Ng, Zhiguo Wang
2024 J jnl
You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL.
CoRR
Hideo Kobayashi, Wuwei Lan, Peng Shi, Shuaichen Chang, Jiang Guo, Henghui Zhu, Zhiguo Wang, Patrick Ng
2023 — conf
Benchmarking Diverse-Modal Entity Linking with Generative Models.
ACL (Findings)
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
2023 A* conf
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases.
ICLR
Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Yang Wang, Zhiguo Wang, Bing Xiang
2023 A* conf
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness.
ICLR
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
2023 J jnl
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness.
CoRR
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
2023 — conf
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge.
ACL (Findings)
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
2023 J jnl
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge.
CoRR
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
2023 — conf
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing.
ACL (Findings)
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
2023 A* conf
STREET: A Multi-Task Structured Reasoning and Explanation Benchmark.
ICLR
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
2023 J jnl
UNITE: A Unified Benchmark for Text-to-SQL Evaluation.
CoRR
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
2022 J jnl
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases.
CoRR
Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Wang, Zhiguo Wang, Bing Xiang
2022 — conf
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner.
NAACL-HLT (Findings)
Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Rui Dong, Xiaokai Wei, Henghui Zhu, Xinchi Chen, Peng Xu, Zhiheng Huang, Andrew O. Arnold, Dan Roth
2022 A* conf
Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering.
AAAI
Peng Shi, Patrick Ng, Feng Nan, Henghui Zhu, Jun Wang, Jiarong Jiang, Alexander Hanbo Li, Rishav Chakravarti, Donald Weidner, Bing Xiang, Zhiguo Wang
2022 — conf
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora.
NAACL-HLT
Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren
2022 J jnl
QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition.
CoRR
Andy T. Liu, Wei Xiao, Henghui Zhu, Dejiao Zhang, Shang-wen Li, Andrew O. Arnold
2022 — conf
Virtual Augmentation Supported Contrastive Learning of Sentence Representations.
ACL (Findings)
Dejiao Zhang, Wei Xiao, Henghui Zhu, Xiaofei Ma, Andrew O. Arnold
2021 — conf
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction.
ACL/IJCNLP (1)
Yifan Gao, Henghui Zhu, Patrick Ng, Cícero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021 — conf
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering.
ACL/IJCNLP (1)
Alexander Hanbo Li, Patrick Ng, Peng Xu, Henghui Zhu, Zhiguo Wang, Bing Xiang
2021 J jnl
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering.
CoRR
Alexander Hanbo Li, Patrick Ng, Peng Xu, Henghui Zhu, Zhiguo Wang, Bing Xiang
2021 A conf
Entity-level Factual Consistency of Abstractive Text Summarization.
EACL
Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cícero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathy McKeown, Bing Xiang
2021 J jnl
Entity-level Factual Consistency of Abstractive Text Summarization.
CoRR
Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cícero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathleen R. McKeown, Bing Xiang
2021 — conf
Improving Factual Consistency of Abstractive Summarization via Question Answering.
ACL/IJCNLP (1)
Feng Nan, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen R. McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang
2021 J jnl
Improving Factual Consistency of Abstractive Summarization via Question Answering.
CoRR
Feng Nan, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen R. McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang
2021 A* conf
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training.
AAAI
Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cícero Nogueira dos Santos, Bing Xiang
2021 J jnl
Learning parametric policies and transition probability models of markov decision processes from data.
Eur. J. Control
Tingting Xu, Henghui Zhu, Ioannis Ch. Paschalidis
2021 J jnl
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora.
CoRR
Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren
2021 — conf
Pairwise Supervised Contrastive Learning of Sentence Representations.
EMNLP (1)
Dejiao Zhang, Shang-wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021 J jnl
Pairwise Supervised Contrastive Learning of Sentence Representations.
CoRR
Dejiao Zhang, Shang-wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021 — conf
Supporting Clustering with Contrastive Learning.
NAACL-HLT
Dejiao Zhang, Feng Nan, Xiaokai Wei, Shang-wen Li, Henghui Zhu, Kathleen R. McKeown, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021 J jnl
Supporting Clustering with Contrastive Learning.
CoRR
Dejiao Zhang, Feng Nan, Xiaokai Wei, Shang-wen Li, Henghui Zhu, Kathleen R. McKeown, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021 J jnl
Virtual Augmentation Supported Contrastive Learning of Sentence Representations.
CoRR
Dejiao Zhang, Wei Xiao, Henghui Zhu, Xiaofei Ma, Andrew O. Arnold
2021 A conf
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering.
EACL
Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-wen Li, Wael Hamza, Julian J. McAuley
2021 J jnl
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering.
CoRR
Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-wen Li, Wael Hamza, Julian J. McAuley
2020 — conf
An Ensemble Approach for Automatic Structuring of Radiology Reports.
ClinicalNLP@EMNLP
Morteza Pourreza Shahri, Amir Tahmasebi, Bingyang Ye, Henghui Zhu, Javed Aslam, Timothy Ferris
2020 J jnl
An Ensemble Approach for Automatic Structuring of Radiology Reports.
CoRR
Morteza Pourreza Shahri, Amir Tahmasebi, Bingyang Ye, Henghui Zhu, Javed Aslam, Timothy Ferris
2020 J jnl
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction.
CoRR
Yifan Gao, Henghui Zhu, Patrick Ng, Cícero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2020 — conf
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems.
EMNLP (1)
Siamak Shakeri, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang
2020 B conf
Enhancing Clinical BERT Embedding using a Biomedical Knowledge Base.
COLING
Boran Hao, Henghui Zhu, Ioannis Ch. Paschalidis
2020 J jnl
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training.
CoRR
Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cícero Nogueira dos Santos, Bing Xiang
2020 J jnl
Learning from animals: How to Navigate Complex Terrains.
PLoS Comput. Biol.
Henghui Zhu, Hao Liu, Armin Ataei, Yonatan Munk, Thomas Daniel, Ioannis Ch. Paschalidis
2020 — conf
Unsupervised Domain Adaptation for Cross-lingual Text Labeling.
EMNLP (Findings)
Dejiao Zhang, Ramesh Nallapati, Henghui Zhu, Feng Nan, Cícero Nogueira dos Santos, Kathleen R. McKeown, Bing Xiang
2020 A* conf
Who Did They Respond to? Conversation Structure Modeling Using Masked Hierarchical Transformer.
AAAI
Henghui Zhu, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang
2019 C conf
A Hebbian learning algorithm for training a neural circuit to perform context-dependent associations of stimuli.
ACC
Henghui Zhu, Ioannis Ch. Paschalidis, Michael E. Hasselmo
2019 J jnl
Automatic Normalization of Anatomical Phrases in Radiology Reports Using Unsupervised Learning.
J. Digit. Imaging
Amir M. Tahmasebi, Henghui Zhu, Gabriel Mankovich, Peter Prinsen, Prescott Klassen, Sam Pilato, Rob van Ommering, Pritesh Patel, Martin L. Gunn, Paul Chang
2019 C conf
Learning Parameterized Prescription Policies and Disease Progression Dynamics using Markov Decision Processes.
ACC
Henghui Zhu, Tingting Xu, Ioannis Ch. Paschalidis
2019 J jnl
Learning Policies for Markov Decision Processes From Data.
IEEE Trans. Autom. Control.
Manjesh Kumar Hanawal, Hao Liu, Henghui Zhu, Ioannis Ch. Paschalidis
2019 — conf
Neural Token Representations and Negation and Speculation Scope Detection in Biomedical and General Domain Text.
LOUHI@EMNLP
Elena Sergeeva, Henghui Zhu, Amir Tahmasebi, Peter Szolovits
2019 J jnl
Who did They Respond to? Conversation Structure Modeling using Masked Hierarchical Transformer.
CoRR
Henghui Zhu, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang
2018 J jnl
Clinical Concept Extraction with Contextual Word Embedding.
CoRR
Henghui Zhu, Ioannis Ch. Paschalidis, Amir Tahmasebi
2018 J jnl
Neural circuits for learning context-dependent associations of stimuli.
Neural Networks
Henghui Zhu, Ioannis Ch. Paschalidis, Michael E. Hasselmo
2017 J jnl
Cooperative Stabilization of a Class of LTI Plants With Distributed Observers.
IEEE Trans. Circuits Syst. I Regul. Pap.
Kexin Liu, Henghui Zhu, Jinhu Lu
2017 — conf
Feature extraction in Q-learning using neural networks.
CDC
Henghui Zhu, Ioannis Ch. Paschalidis, Michael E. Hasselmo
2017 J jnl
Learning Policies for Markov Decision Processes from Data.
CoRR
Manjesh Kumar Hanawal, Hao Liu, Henghui Zhu, Ioannis Ch. Paschalidis
2017 J jnl
Sequential Dynamic Decision Making with Deep Neural Nets on a Test-Time Budget.
CoRR
Henghui Zhu, Feng Nan, Ioannis Ch. Paschalidis, Venkatesh Saligrama
2016 J jnl
Convergence analysis of discrete-time consensus algorithm with both self and transmission delays.
J. Frankl. Inst.
Yao Chen, Fangfei Li, Bo Hou, Shaolin Tan, Henghui Zhu
2016 — conf
Learning parameterized policies for Markov decision processes through demonstrations.
CDC
Manjesh Kumar Hanawal, Hao Liu, Henghui Zhu, Ioannis Ch. Paschalidis
2016 J jnl
Synchronizing nonlinear complex networks via switching disconnected topology.
Autom.
Yao Chen, Wenwu Yu, Shaolin Tan, Henghui Zhu
2015 J jnl
Bridging the Gap Between Transmission Noise and Sampled Data for Robust Consensus of Multi-Agent Systems.
IEEE Trans. Circuits Syst. I Regul. Pap.
Kexin Liu, Henghui Zhu, Jinhu Lu
2015 C conf
Cooperative Design of Networked Observers for Stabilizing LTI Plants.
ISCAS
Kexin Liu, Henghui Zhu, Jinhu Lu, Maciej J. Ogorzalek
2015 — conf
Robust consensus of a class of linear multi-agent systems via sampled-data control.
ASCC
Kexin Liu, Henghui Zhu, Jinhu Lu
2014 B conf
On the cooperative observability of a continuous-time linear system on an undirected network.
IJCNN
Henghui Zhu, Kexin Liu, Jinhu Lu, Zongli Lin, Yao Chen