| 2026 | AAAI | Building Interpretable, Trust-worthy Systems for Neural Signal Decoding. | Hua Xu |
| 2026 | AAAI | Outlier Matters: Efficient Long-to-Short Reasoning via Outlier-Guided Model Merging. | Qiyuan Zhu, Dezhi Li, Lujun Li, Xiaoyu Qin, Wei Li, Hao Gu, Hua Xu, Sirui Han, Yike Guo |
| 2026 | AAAI | Ellipsoid-Based Decision Boundaries for Open Intent Classification. | Yuetian Zou, Hanlei Zhang, Hua Xu, Songze Li, Long Xiao |
| 2025 | ACL | One-Dimensional Object Detection for Streaming Text Segmentation of Meeting Dialogue. | Rui He, Zhongqing Wang, Minjie Qiang, Hongling Wang, Yifan Zhang, Hua Xu, Shuai Fan, Guodong Zhou |
| 2025 | CloudCom | Risk-Aware DRL-Based Computation Offloading for Edge-Enabled Smart Ports. | Hua Xu, Kai Peng, Yuanlin Lin, Bohai Zhao |
| 2025 | EMNLP | LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition. | Qianrui Zhou, Hua Xu, Yifan Wang, Xinzhi Dong, Hanlei Zhang |
| 2025 | GECCO | Intelligent Evolution Optimization: Guided from Deep Learning to Large Language Model. | Hua Xu, Xiaodong Li, Yuan Sun, Huigen Ye |
| 2025 | GECCO | MILPBench: A Large-scale Benchmark Test Suite for Mixed Integer Linear Programming Problems. | Huigen Ye, Yaoyang Cheng, Hua Xu, Zhiguang Cao, Hanzhang Qin |
| 2025 | ICML | IMTS is Worth Time Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction. | Zhangyi Hu, Jiemin Wu, Hua Xu, Mingqian Liao, Ninghui Feng, Bo Gao, Songning Lai, Yutao Yue |
| 2025 | ICML | Large Language Model-driven Large Neighborhood Search for Large-Scale MILP Problems. | Huigen Ye, Hua Xu, An Yan, Yaoyang Cheng |
| 2025 | IWCMC | Performance Evaluation on Joint Beamforming for Distributed Massive MIMO System in Indoor Secenario. | Sen Xu, Yu Fu, Guanghui Zhang, Wei Si, Miao Wu, Hua Xu |
| 2025 | KDD | MapExplorer: New Content Generation from Low-Dimensional Visualizations. | Xingjian Zhang, Ziyang Xiong, Shixuan Liu, Yutong Xie, Tolga Ergen, Dongsub Shim, Hua Xu, Honglak Lee, Qiaozhu Mei |
| 2025 | KDD | LitFM: A Retrieval Augmented Structure-aware Foundation Model For Citation Graphs. | Jiasheng Zhang, Ali Maatouk, Jialin Chen, Ngoc Bui, Qianqian Xie, Leandros Tassiulas, Hua Xu, Jie Shao, Rex Ying |
| 2024 | AAAI | Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition. | Qianrui Zhou, Hua Xu, Hao Li, Hanlei Zhang, Xiaohan Zhang, Yifan Wang, Kai Gao |
| 2024 | ACL | OpenVNA: A Framework for Analyzing the Behavior of Multimodal Language Understanding System under Noisy Scenarios. | Ziqi Yuan, Baozheng Zhang, Hua Xu, Zhiyun Liang, Kai Gao |
| 2024 | ACL | Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances. | Hanlei Zhang, Hua Xu, Fei Long, Xin Wang, Kai Gao |
| 2024 | EMNLP | Geneverse: A Collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research. | Tianyu Liu, Yijia Xiao, Xiao Luo, Hua Xu, Wenjin Jim Zheng, Hongyu Zhao |
| 2024 | GECCO | Learning to Generate Scalable MILP Instances. | Tianxing Yang, Huigen Ye, Hua Xu |
| 2024 | ICLR | Light-MILPopt: Solving Large-scale Mixed Integer Linear Programs with Lightweight Optimizer and Small-scale Training Dataset. | Huigen Ye, Hua Xu, Hongyan Wang |
| 2024 | ICLR | MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations. | Hanlei Zhang, Xin Wang, Hua Xu, Qianrui Zhou, Kai Gao, Jianhua Su, Jinyue Zhao, Wenrui Li, Yanting Chen |
| 2023 | AAAI | Self-Paced Learning Based Graph Convolutional Neural Network for Mixed Integer Programming (Student Abstract). | Li Chen, Hua Xu, Ziteng Wang, Chengming Wang, Yu Jiang |
| 2023 | AAAI | Robust-MSA: Understanding the Impact of Modality Noise on Multimodal Sentiment Analysis. | Huisheng Mao, Baozheng Zhang, Hua Xu, Ziqi Yuan, Yihe Liu |
| 2023 | AAAI | Adaptive Constraint Partition Based Optimization Framework for Large-Scale Integer Linear Programming (Student Abstract). | Huigen Ye, Hongyan Wang, Hua Xu, Chengming Wang, Yu Jiang |
| 2023 | ICML | GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming. | Huigen Ye, Hua Xu, Hongyan Wang, Chengming Wang, Yu Jiang |
| 2022 | AAAI | An End-to-End Traditional Chinese Medicine Constitution Assessment System Based on Multimodal Clinical Feature Representation and Fusion. | Huisheng Mao, Baozheng Zhang, Hua Xu, Kai Gao |
| 2022 | ACL | M-SENA: An Integrated Platform for Multimodal Sentiment Analysis. | Huisheng Mao, Ziqi Yuan, Hua Xu, Wenmeng Yu, Yihe Liu, Kai Gao |
| 2022 | ACL | Consistent Representation Learning for Continual Relation Extraction. | Kang Zhao, Hua Xu, Jiangong Yang, Kai Gao |
| 2022 | AMIA | Section-specific Annotation of PICO for Medical Evidence Extraction: Applications to Articles of Randomized Controlled Trials for Alzheimer's Disease and COVID-19. | Yan Hu, Vipina Kuttichi Keloth, Hua Xu |
| 2022 | AMIA | Existing and emerging privacy challenges and solutions for federated data coordination. | Tsung-Ting Kuo, Xiaoqian Jiang, Hua Xu, Li Xiong, Lucila Ohno-Machado |
| 2022 | AMIA | Fast Textual Corpus Retrieval from Electronic Health Records using PDF Parser and TxtSplit Tools. | Yiming Li, Qiang Wei, Yujia Zhou, Hua Xu |
| 2022 | AMIA | Automated Identification of Missing IS-A Relations in the Human Phenotype Ontology. | Maryamsadat Mohtashamian, Ran Hu, Rashmie Abeysinghe, Xubing Hao, Hua Xu, Licong Cui |
| 2022 | AMIA | Topic Analysis in Biomedical Informatics: A analysis of 20 years' of papers in Journal of Biomedical Informatics. | Yumeng Yang, Omer Anjum, Hua Xu |
| 2022 | AMIA | Extracting Cancer Chemotherapy and Response Information from Clinical Notes following the RECIST Definition. | Xu Zuo, Natalie Gregoriou, Ashok Kumar, Jianfu Li, Jeremy Warner, Yang Ping, Hua Xu |
| 2022 | CIKM | An In-depth Interactive and Visualized Platform for Evaluating and Analyzing MRC Models. | Zhijing Wu, Jingliang Fang, Hua Xu, Kai Gao |
| 2022 | FRUCT | Multi-kernel Convolutional Neural Network for Wrist Pulse Signal Classification. | Xiaofei Chen, Hua Xu, Peng Qian, Yunfeng Xu, Fufeng Li, Shengwang Li |
| 2022 | GECCO | MFENAS: multifactorial evolution for neural architecture search. | Li Chen, Hua Xu |
| 2022 | ICMI | Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module. | Yihe Liu, Ziqi Yuan, Huisheng Mao, Zhiyun Liang, Wanqiuyue Yang, Yuanzhe Qiu, Tie Cheng, Xiaoteng Li, Hua Xu, Kai Gao |
| 2022 | NAACL | Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation. | Zhijing Wu, Hua Xu, Jingliang Fang, Kai Gao |
| 2021 | AAAI | Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis. | Wenmeng Yu, Hua Xu, Ziqi Yuan, Jiele Wu |
| 2021 | AAAI | Deep Open Intent Classification with Adaptive Decision Boundary. | Hanlei Zhang, Hua Xu, Ting-En Lin |
| 2021 | AAAI | Discovering New Intents with Deep Aligned Clustering. | Hanlei Zhang, Hua Xu, Ting-En Lin, Rui Lyu |
| 2021 | ACL | TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition. | Hanlei Zhang, Xiaoteng Li, Hua Xu, Panpan Zhang, Kang Zhao, Kai Gao |
| 2021 | AMIA | Generalizable Gated Recurrent Neural Network based model to predict COVID-19 patient outcomes on admission. | Laila Rasmy, Bijun S. Kannadath, Masayuki Nigo, Ziqian Xie, Bingyu Mao, Khush A. Patel, Yujia Zhou, Xiao Dong, Hua Xu, Degui Zhi |
| 2021 | AMIA | CovRNN: predicting outcomes of COVID-19 patients on admission using their electronic health records with minimal data processing. | Laila Rasmy, Masayuki Nigo, Bijun S. Kannadath, Ziqian Xie, Bingyu Mao, Khush A. Patel, Wanheng Zhang, Yujia Zhou, Angela Ross, Hua Xu, Degui Zhi |
| 2021 | AMIA | Comparison of Natural Language Processing Approaches Identifying Opioid Overdose from Clinical Notes for Emergency Department. | Vivienne J. Zhu, Jingqi Wang, Jenna L. McCauley, Lindsey K. Jennings, Hua Xu, Kathleen T. Brady, Leslie A. Lenert |
| 2021 | IECON | Robust Stackelberg Strategy for Stochastic LPV Systems and Application to Wind Power Generator. | Muneomi Sagara, Hiroaki Mukaidani, Hua Xu |
| 2020 | AAAI | SATNet: Symmetric Adversarial Transfer Network Based on Two-Level Alignment Strategy towards Cross-Domain Sentiment Classification (Student Abstract). | Yu Cao, Hua Xu |
| 2020 | AAAI | CORAL-DMOEA: Correlation Alignment-Based Information Transfer for Dynamic Multi-Objective Optimization (Student Abstract). | Li Chen, Hua Xu |
| 2020 | AAAI | Constrained Self-Supervised Clustering for Discovering New Intents (Student Abstract). | Ting-En Lin, Hua Xu, Hanlei Zhang |
| 2020 | AAAI | Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement. | Ting-En Lin, Hua Xu, Hanlei Zhang |
| 2020 | AAAI | Combining Fine-Tuning with a Feature-Based Approach for Aspect Extraction on Reviews (Student Abstract). | Xili Wang, Hua Xu, Xiaomin Sun, Guangcan Tao |
| 2020 | AAAI | A Multi-Task Learning Machine Reading Comprehension Model for Noisy Document (Student Abstract). | Zhijing Wu, Hua Xu |
| 2020 | AAAI | Multi-Channel Convolutional Neural Networks with Adversarial Training for Few-Shot Relation Classification (Student Abstract). | Yuxiang Xie, Hua Xu, Congcong Yang, Kai Gao |
| 2020 | ACL | CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of Modality. | Wenmeng Yu, Hua Xu, Fanyang Meng, Yilin Zhu, Yixiao Ma, Jiele Wu, Jiyun Zou, Kaicheng Yang |
| 2020 | AMIA | The Open Health Natural Language Processing Collaboratory. | Hongfang Liu, Xiaoqian Jiang, Serguei V. S. Pakhomov, Chunhua Weng, Hua Xu |
| 2020 | AMIA | LANN: An integrated online annotation tool for information extraction. | Yaoyun Zhang, Jingqi Wang, Hua Xu |
| 2020 | AMIA | Normalizing Clinical Document Titles to LOINC Document Ontology: an Initial Study. | Xu Zuo, Jianfu Li, Bo Zhao, Yujia Zhou, Xiao Dong, Jon D. Duke, Karthik Natarajan, George Hripcsak, Nigam Shah, Juan M. Banda, Ruth M. Reeves, Hua Xu |
| 2020 | GLOBECOM | User Cooperation Scheduling in Cellular Systems. | Chixiang Ma, Rongkuan Liu, Shuri Liao, Mengying Ding, Peng Zhang, Jiyong Pang, Liqing Zhang, Hua Xu |
| 2020 | ICASSP | HGFM : A Hierarchical Grained and Feature Model for Acoustic Emotion Recognition. | Yunfeng Xu, Hua Xu, Jiyun Zou |
| 2019 | AAAI | Video-Based Sentiment Analysis with hvnLBP-TOP Feature and bi-LSTM. | Haoran Li, Hua Xu |
| 2019 | AAAI | Audio Sentiment Analysis by Heterogeneous Signal Features Learned from Utterance-Based Parallel Neural Network. | Ziqian Luo, Hua Xu, Feiyang Chen |
| 2019 | ACL | Deep Unknown Intent Detection with Margin Loss. | Ting-En Lin, Hua Xu |
| 2019 | AMIA | Achievability to Extract Specific Date Information for Cancer Research. | Liwei Wang, Jason A. Wampfler, Angela Dispenzieri, Hua Xu, Ping Yang, Hongfang Liu |
| 2019 | AMIA | CLAMP-ATR: A deep learning pipeline for attribute recognition of clinical concepts. | Jingqi Wang, Yaoyun Zhang, Hua Xu |
| 2019 | AMIA | Relation Extraction from Clinical Narratives Using Pre-trained Language Models. | Qiang Wei, Zongcheng Ji, Yuqi Si, Jingcheng Du, Jingqi Wang, Firat Tiryaki, Stephen Wu, Cui Tao, Kirk Roberts, Hua Xu |
| 2019 | COCOON | 3D Path Network Planning: Using a Global Optimization Heuristic for Mine Water-Inrush Evacuation. | Yi Hong, Deying Li, Qiang Wu, Hua Xu |
| 2019 | GECCO | Noisy multiobjective black-box optimization using bayesian optimization. | Hongyan Wang, Hua Xu, Yuan Yuan, Junhui Deng, Xiaomin Sun |
| 2019 | GECCO | Balancing exploration and exploitation in multiobjective batch bayesian optimization. | Hongyan Wang, Hua Xu, Yuan Yuan, Xiaomin Sun, Junhui Deng |
| 2019 | NAACL | The Strength of the Weakest Supervision: Topic Classification Using Class Labels. | Jiatong Li, Kai Zheng, Hua Xu, Qiaozhu Mei, Yue Wang |
| 2018 | AMIA | Development of HeartData, a Data Discovery Index Prototype for Cardiovascular data. | Jing An, Mandana Salimi, Anupama E. Gururaj, Cui Tao, Degui Zhi, Hua Xu |
| 2018 | AMIA | Guideline-driven data quality assessment- A case study of warfarin management. | Xiao Dong, Yaoyun Zhang, Hua Xu, Chunhua Weng |
| 2018 | AMIA | Methods and Tools to Enhance Rigor and Reproducibility of Biomedical Research. | Halil Kilicoglu, Aurlie Nvol, Timothy Clark, Hua Xu, Neil R. Smalheiser |
| 2018 | AMIA | Building a Biomedical Bilingual Parallel Corpus between Chinese and English from PubMed. | Lingyi Tang, Yaoyun Zhang, Hua Xu |
| 2018 | AMIA | Clinical text annotation - what factors are associated with the cost of time? | Qiang Wei, Amy Franklin, Trevor Cohen, Hua Xu |
| 2018 | AMIA | Combine Factual Medical Knowledge and Distributed Word Representation to Improve Clinical Named Entity Recognition. | Yonghui Wu, Xi Yang, Jiang Bian, Yi Guo, Hua Xu, William R. Hogan |
| 2018 | AMIA | Detecting Anatomical Entities in Clinical Text. | Jun Xu, Yaoyun Zhang, Jingcheng Du, Jingqi Wang, Firat Tiryaki, Hua Xu |
| 2018 | AMIA | CLAMP-PA: A machine learning based pre-annotation pipeline for corpus construction of clinical concepts. | Yaoyun Zhang, Qiang Wei, Jingqi Wang, Hua Xu |
| 2018 | ICONIP | Two-Stage Attention Network for Aspect-Level Sentiment Classification. | Kai Gao, Hua Xu, Chengliang Gao, Xiaomin Sun, Junhui Deng, Xiaoming Zhang |
| 2018 | IJCNN | Attention-Based BiLSTM Network with Lexical Feature for Emotion Classification. | Kai Gao, Hua Xu, Chengliang Gao, Hanyong Hao, Junhui Deng, Xiaomin Sun |
| 2018 | IJCNN | Topic Discovery for Streaming Short Texts with CTM. | Yunfeng Xu, Hua Xu, Longxia Zhu, Hanyong Hao, Junhui Deng, Xiaomin Sun, Xiaoli Bai |
| 2018 | SMC | Incentive Stackelberg-Nash Strategy with Disturbance Attenuation for Stochastic LPV Systems. | Kyohei Kawakami, Hiroaki Mukaidani, Hua Xu, Yoshiyuki Tanaka |
| 2018 | SMC | Multi-leader-Follower Incentive Stackelberg Game for Infinite-Horizon Markov Jump Linear Stochastic Systems with H_∞ Constraint. | Hiroaki Mukaidani, Hua Xu, Tadashi Shima, Mostak Ahmed |
| 2017 | AMIA | A Natural Language Processing System for Biomedical Dataset Retrieval. | Xiaoling Chen, Jun Xu, Jingqi Wang, Anupama E. Gururaj, Lucila Ohno-Machado, Hua Xu |
| 2017 | AMIA | Meeting User Needs for a Data Discovery Index of Biomedical Big Data. | Ram Dixit, Deevakar Rogith, Vidya Narayana, Mandana Salimi, Anupama E. Gururaj, Lucila Ohno-Machado, Hua Xu, Todd R. Johnson |
| 2017 | AMIA | AMICUS: A Metasystem for Interoperation and Combination of UIMA Systems. | Gregory P. Finley, Benjamin C. Knoll, Reed McEwan, Genevieve B. Melton, Hongfang Liu, Hua Xu, Serguei V. S. Pakhomov |
| 2017 | AMIA | Leveraging existing corpora for de-identification of psychiatric notes using domain adaptation. | Hee-Jin Lee, Yaoyun Zhang, Kirk Roberts, Hua Xu |
| 2017 | AMIA | Clinical Natural Language Processing in Languages Other Than English. | Aurlie Nvol, Nomie Elhadad, Sumithra Velupillai, Hua Xu, Guergana Savova |
| 2017 | AMIA | Information Retrieval for Biomedical Datasets: The 2016 bioCADDIE Challenge. | Kirk Roberts, Anupama E. Gururaj, Xiaoling Chen, Saeid Pournejati, Trevor Cohen, William R. Hersh, Dina Demner-Fushman, Lucila Ohno-Machado, Hua Xu |
| 2017 | AMIA | Identifying Disease Hierarchical Relation with Concept Embeddings and Distant Supervision. | Lingyi Tang, Yaoyun Zhang, Hua Xu |
| 2017 | AMIA | Interactive Medical Word Sense Disambiguation with Instance and Feature Labeling. | Yue Wang, Kai Zheng, Hua Xu, Qiaozhu Mei |
| 2017 | AMIA | Matching Consumer Health Vocabulary with Professional Medical Terms Through Concept Embedding. | Yue Wang, Jian Tang, V. G. Vinod Vydiswaran, Kai Zheng, Hua Xu, Qiaozhu Mei |
| 2017 | AMIA | Clinical Named Entity Recognition Using Deep Learning Models. | Yonghui Wu, Min Jiang, Jun Xu, Degui Zhi, Hua Xu |
| 2017 | AMIA | CLAMP - A User-Centric Clinical Natural Language Processing Toolkit. | Hua Xu, Ergin Soysal, Jingqi Wang, Min Jiang, Yonghui Wu |
| 2017 | AMIA | Detecting Contradictory and Consistent Citations in Biomedical Literature. | Jun Xu, Yonghui Wu, Yaoyun Zhang, Qiang Wei, Hua Xu |
| 2017 | AMIA | Detecting Body Location Modifiers of Disorders in Clinical Texts via Sequence Labeling. | Jun Xu, Yonghui Wu, Yaoyun Zhang, Hua Xu |
| 2017 | AMIA | Evaluating Word Embeddings from Multiple Domains for Symptom Recognition in Psychiatric Notes. | Yaoyun Zhang, Hee-Jin Lee, Yonghui Wu, Hua Xu |
| 2017 | ICNC | A sequential assisted relay selective scheme based on the stochastic dynamic programming. | Rui Zhu, Yangchao Huang, Lei Jiang, Hua Xu, Xihao Chen |
| 2017 | IJCNN | Aspect-based sentiment analysis using ABPCS model and SVMP | Yuxiang Bao, Hua Xu, Fei Jia, Xiaoli Bai |
| 2017 | IJCNN | Optimize collapsed Gibbs sampling for biterm topic model by alias method. | Xingwei He, Hua Xu, Xiaomin Sun, Junhui Deng, Xiaoli Bai, Jia Li |
| 2017 | IJCNN | ABiRCNN with neural tensor network for answer selection. | Xingwei He, Hua Xu, Xiaomin Sun, Junhui Deng, Jia Li |
| 2017 | WCNC | Energy-Efficient Transmission Based on Compressive Sensing in WSN. | Hao Yang, Keming Tang, Hua Xu, Xiwei Wang |
| 2016 | AMIA | GWAS Finder: Search Engine for GWAS Datasets in Biomedical Literature. | Xiao Dong, Yaoyun Zhang, Hua Xu |
| 2016 | AMIA | An Empirical Study for Impacts of Measurement Errors on EHR based Association Studies. | Rui Duan, Ming Cao, Yonghui Wu, Jing Huang, Joshua C. Denny, Hua Xu, Yong Chen |
| 2016 | AMIA | A Scalable Dataset Indexing Infrastructure for the bioCADDIE Data Discovery System. | Jeffrey S. Grethe, Ibrahim Burak zyurt, Hua Xu, Xiaoling Chen, Ruiling Liu, Ergin Soysal, Anupama E. Gururaj, Hyeon-Eui Kim, Trevor Cohen, Todd R. Johnson, Mandana Salimi, Saeid Pournejati, Min Jiang, Claudiu Farcas, Alejandra N. Gonzlez-Beltrn, Philippe Rocca-Serra, Muhamamd F. Amith, Cui Tao, Ian Fore, Ronald Margolis, George Alter, Susanna-Assunta Sansone, Lucila Ohno-Machado |
| 2016 | AMIA | Building Successful Natural Language Processing Applications in Clinical Research and Healthcare Operations. | Yang Huang, Hua Xu, Joshua C. Denny |
| 2016 | AMIA | Literature-Based Discovery of Confounding in Observational Clinical Data. | Scott A. Malec, Peng Wei, Hua Xu, Elmer V. Bernstam, Sahiti Myneni, Trevor Cohen |
| 2016 | AMIA | Natural Language Processing Working Group Pre-Symposium: Graduate Student Consortium and 'Hackathon'. | Stphane M. Meystre, Hongfang Liu, Rong Xu, Sivaram Arabandi, Kavishwar B. Wagholikar, Jon D. Patrick, Guergana K. Savova, Chunhua Weng, Pierre Zweigenbaum, Dina Demner-Fushman, zlem Uzuner, Hua Xu |
| 2016 | AMIA | Applying Active Learning to Clinical Abbreviation Disambiguation in Real Time. | Sungrim Moon, Yukun Chen, Jingqi Wang, Joshua C. Denny, S. Trent Rosenbloom, Ky Nguyen, Tolulola Dawodu, Hua Xu |
| 2016 | AMIA | Semantic Relatedness and Similarity between Biomedical Concepts. | Sungrim Moon, Trevor Cohen, Hua Xu |
| 2016 | AMIA | Clinical Word Sense Disambiguation with Interactive Search and Classification. | Yue Wang, Kai Zheng, Hua Xu, Qiaozhu Mei |
| 2016 | AMIA | A Study of Active Learning for Document Selection in Clinical Named Entity Recognition. | Qiang Wei, Yukun Chen, Sungrim Moon, Trevor Cohen, Hua Xu |
| 2016 | AMIA | What Can Neural Networks Learn from Unlabeled Clinical Narratives? | Yonghui Wu, Jun Xu, Yaoyun Zhang, Hua Xu |
| 2016 | AMIA | Development of DataMed, a Data Discovery Index Prototype by bioCADDIE: Laying the Groundwork for Biomedical Data Discovery. | Hua Xu, Jeffrey S. Grethe, Xiaoling Chen, Ruiling Liu, Ergin Soysal, Anupama E. Gururaj, Yueling Li, Ibrahim Burak zyurt, Hyeon-Eui Kim, Trevor Cohen, Todd R. Johnson, Mandana Salimi, Saeid Pournejati, Min Jiang, Claudiu Farcas, Alejandra N. Gonzlez-Beltrn, Philippe Rocca-Serra, Muhamamd F. Amith, Cui Tao, Ian Fore, Ronald Margolis, George Alter, Susanna-Assunta Sansone, Lucila Ohno-Machado |
| 2016 | AMIA | Semantic Role Labeling of Clinical Text: Comparing Syntactic Parsers and Features. | Yaoyun Zhang, Min Jiang, Jingqi Wang, Hua Xu |
| 2016 | IJCNN | Hyperbolic linear units for deep convolutional neural networks. | Jia Li, Hua Xu, Junhui Deng, Xiaomin Sun |
| 2016 | IJCNN | Tweet modeling with LSTM recurrent neural networks for hashtag recommendation. | Jia Li, Hua Xu, Xingwei He, Junhui Deng, Xiaomin Sun |
| 2016 | IJCNN | Grasp the implicit features: Hierarchical emotion classification based on topic model and SVM. | Fan Zhang, Hua Xu, Jiushuo Wang, Xiaomin Sun, Junhui Deng |
| 2016 | INFOCOM | An adaptable CS-based transmission scheme validated on the real-world system. | Hao Yang, Keming Tang, Hua Xu, Licai Zhu, Xiwei Wang, Kun Qian |
| 2016 | IGARSS | Evaluation of the impact of environmental control measures during large event on atmospheric aerosol contents based on dual stations remote sensing measurements. | Kaitao Li, Zhengqiang Li, Donghui Li, Hua Xu, Li Li |
| 2015 | AMIA | Citation Sentiment Analysis in Clinical Trial Papers. | Jun Xu, Yaoyun Zhang, Yonghui Wu, Jingqi Wang, Xiao Dong, Hua Xu |
| 2015 | AMIA | Recent Advances in Computational Drug Repositioning. | Atul J. Butte, Nigam Shah, Nicholas P. Tatonetti, Hua Xu, Ping Zhang |
| 2015 | AMIA | Real Time Active Learning Study for Clinical Named Entity Recognition. | Yukun Chen, Sungrim Moon, Thomas A. Lasko, Qiaozhu Mei, Jingqi Wang, Trevor Cohen, Qingxia Chen, Joshua C. Denny, Hua Xu |
| 2015 | AMIA | Clinical Language Annotation, Modeling, and Processing Toolkit (CLAMP) - a user-centric NLP system. | Ergin Soysal, Jingqi Wang, Min Jiang, Yonghui Wu, Hua Xu |
| 2015 | AMIA | Recognizing Disjoint Clinical Concepts in Clinical Text Using Machine Learning-based Methods. | Buzhou Tang, Qingcai Chen, Xiaolong Wang, Yonghui Wu, Yaoyun Zhang, Jingqi Wang, Hua Xu |
| 2015 | AMIA | A Study of Neural Word Embeddings for Named Entity Recognition in Clinical Text. | Yonghui Wu, Jun Xu, Min Jiang, Yaoyun Zhang, Hua Xu |
| 2015 | CEC | Scale adaptive reproduction operator for decomposition based estimation of distribution algorithm. | Bo Wang, Hua Xu, Yuan Yuan |
| 2015 | GECCO | An Experimental Investigation of Variation Operators in Reference-Point Based Many-Objective Optimization. | Yuan Yuan, Hua Xu, Bo Wang |
| 2015 | PAKDD | Emotion Cause Detection for Chinese Micro-Blogs Based on ECOCC Model. | Kai Gao, Hua Xu, Jiushuo Wang |
| 2014 | AMIA | Automated Assessment of Medical Students' Clinical Exposures according to AAMC Geriatric Competencies. | Yukun Chen, Jesse O. Wrenn, Hua Xu, Anderson Spickard III, Ralf Habermann, James S. Powers, Joshua C. Denny |
| 2014 | AMIA | A Preliminary Study of Coupling Transfer Learning with Active Learning for Clinical Named Entity Recognition between Two Institutions. | Yukun Chen, Yaoyun Zhang, Qiaozhu Mei, Dead Account, Joshua C. Denny, Hua Xu |
| 2014 | AMIA | Building a Treebank of hospital discharge summaries. | Yang Huang, Jungwei Fan, Elly W. Yang, Hua Xu |
| 2014 | AMIA | Applying Active Learning to Word Sense Disambiguation in a Real-Time Setting. | Sungrim Moon, Yukun Chen, Jingqi Wang, Joshua C. Denny, Hua Xu |
| 2014 | AMIA | A study of synonym extraction from clinical texts using semantic vector models. | Sungrim Moon, Trevor Cohen, Hua Xu |
| 2014 | AMIA | Identifying Plausible Adverse Drug Reactions Using Knowledge Extracted from the Literature. | Ning Shang, Hua Xu, Thomas C. Rindflesch, Trevor Cohen |
| 2014 | AMIA | Identifying Metastases from Pathology Reports in Lung Cancer Patients. | Ergin Soysal, Jeremy L. Warner, Joshua C. Denny, Hua Xu |
| 2014 | AMIA | An Integrative Framework for Drug Target Prediction and Repurposing. | Jingchun Sun, Cui Tao, Kevin W. Zhu, W. Jim Zheng, Junjie Chen, Hua Xu |
| 2014 | AMIA | Development of a Unified Computable Problem-Medication Knowledge base. | Yonghui Wu, Adam Wright, Hua Xu, Allison B. McCoy, Dean F. Sittig |
| 2014 | AMIA | Mining electronic health record data to detect drug-repurposing signals for cancers. | Hua Xu, Qingxia Chen, Jeremy L. Warner, Han Xue, Min Jiang, Anushi Shah, Melinda Aldrich, Qi Dai, Joshua C. Denny |
| 2014 | AMIA | Domain Adaptation for Semantic Role Labeling of Clinical Text. | Yaoyun Zhang, Buzhou Tang, Min Jiang, Jingqi Wang, Yonghui Wu, Hua Xu |
| 2014 | CEC | Quantum-inspired evolutionary algorithm with linkage learning. | Bo Wang, Hua Xu, Yuan Yuan |
| 2014 | CIKM | DTMBIO 2014: International Workshop on Data and Text Mining in Biomedical Informatics. | Luonan Chen, Doheon Lee, Hua Xu, Min Song |
| 2014 | CIKM | Parsing Clinical Text: How Good are the State-of-the-Art Parsers? | Min Jiang, Yang Huang, Jungwei Fan, Buzhou Tang, Joshua C. Denny, Hua Xu |
| 2014 | GECCO | A two-level hierarchical EDA using conjugate priori. | Bo Wang, Hua Xu, Yuan Yuan |
| 2014 | GECCO | An improved NSGA-III procedure for evolutionary many-objective optimization. | Yuan Yuan, Hua Xu, Bo Wang |
| 2014 | GECCO | Evolutionary many-objective optimization using ensemble fitness ranking. | Yuan Yuan, Hua Xu, Bo Wang |
| 2014 | PAKDD | Constrained-hLDA for Topic Discovery in Chinese Microblogs. | Wei Wang, Hua Xu, Weiwei Yang, Xiaoqiu Huang |
| 2013 | AMIA | Informatics Infrastructure for Routine Personalized Medicine. | Elmer V. Bernstam, Ken Chen, Hua Xu, Funda Meric-Bernstam |
| 2013 | AMIA | A Study of Active Learning Methods for Clinical Entities Recognition. | Yukun Chen, Thomas A. Lasko, Qiaozhu Mei, Joshua C. Denny, Hua Xu |
| 2013 | AMIA | Ontology-Based Entity Extraction of Quality Metrics from Narrative Texts. | Sina Madani, Dean F. Sittig, Hua Xu, Parsa Mirhaji, Kim Dunn, Reza Alemy |
| 2013 | AMIA | Word Sense Disambiguation of Clinical Abbreviations with Hyperdimensional Computing. | Sungrim Moon, Bjoern-Toby Berster, Hua Xu, Trevor Cohen |
| 2013 | AMIA | Mining Clinical Features in the Diffusion and Receipt of Bevacizumab Using Electronic Health Records. | Xiaoyan Wang, Xintao Wei, Thomas Agresta, Marie Smith, Hua Xu |
| 2013 | AMIA | Building a Large Clinical Abbreviation Sense Inventory from Discharge Summaries. | Yonghui Wu, S. Trent Rosenbloom, Joshua C. Denny, Randolph A. Miller, Dario A. Giuse, Hua Xu |
| 2013 | AMIA | Understanding Consumers' Information Needs about Breast Cancer by Analyzing Online Questions. | Yaoyun Zhang, Hua Xu |
| 2013 | CHI | Messaging to your doctors: understanding patient-provider communications via a portal system. | Si Sun, Xiaomu Zhou, Joshua C. Denny, S. Trent Rosenbloom, Hua Xu |
| 2013 | CIKM | DTMBIO 2013: international workshop on data and text mining in biomedical informatics. | Atul J. Butte, Doheon Lee, Hua Xu, Min Song |
| 2013 | CIKM | A prototype application for real-time recognition and disambiguation of clinical abbreviations. | Yonghui Wu, Joshua C. Denny, S. Trent Rosenbloom, Randolph A. Miller, Dario A. Giuse, Min Song, Hua Xu |
| 2013 | EMNLP | Implicit Feature Detection via a Constrained Topic Model and SVM. | Wei Wang, Hua Xu, Xiaoqiu Huang |
| 2013 | GECCO | A memetic algorithm for the multi-objective flexible job shop scheduling problem. | Yuan Yuan, Hua Xu |
| 2013 | WCNC | Interference Penalty Algorithm (IPA) for inter-cell interference co-ordination in LTE uplink. | Rajeev Agrawal, Naveen Arulselvan, Suresh Kalyanasundaram, Balamurali Natarajan, Vijay G. Subramanian, Hua Xu |
| 2012 | AMIA | Extracting Semantic Lexicons from Discharge Summaries using Machine Learning and the C-Value Method. | Min Jiang, Joshua C. Denny, Buzhou Tang, Hongxin Cao, Hua Xu |
| 2012 | AMIA | A Study of Transportability of an Existing Smoking Status Detection Module across Institutions. | Mei Liu, Anushi Shah, Min Jiang, Neeraja B. Peterson, Qi Dai, Melinda Aldrich, Qingxia Chen, Erica A. Bowton, Hongfang Liu, Joshua C. Denny, Hua Xu |
| 2012 | AMIA | MedEx-UIMA - An Open-Source System for Medication Information Extraction from Clinical Text. | Anushi Shah, Min Jiang, Yonghui Wu, Joshua C. Denny, Hua Xu |
| 2012 | AMIA | Understanding Patient-Provider Communication via a Patient Portal. | Si Sun, Xiaomu Zhou, Hua Xu, Joshua C. Denny |
| 2012 | AMIA | Clinical Entity Recognition Using Structural Support Vector Machines. | Buzhou Tang, Yonghui Wu, Min Jiang, Hua Xu |
| 2012 | AMIA | A comparative study of current clinical natural language processing systems on handling abbreviations in discharge summaries. | Yonghui Wu, Joshua C. Denny, Samuel Rosenbloom, Randolph A. Miller, Dario A. Giuse, Hua Xu |
| 2012 | AMIA | Electronic health record data suggests metformin improves cancer survival: A new model for drug repurposing studies. | Hua Xu, Melinda Aldrich, Qingxia Chen, Neeraja B. Peterson, Qi Dai, Mia A. Levy, Anushi Shah, Han Xue, Ying Li, Carol Friedman, Hongfang Liu, Joshua C. Denny |
| 2012 | AMIA | Combining Corpus-derived Sense Profiles with Estimated Frequency Information to Disambiguate Clinical Abbreviations. | Hua Xu, Peter D. Stetson, Carol Friedman |
| 2012 | CEC | HHS/LNS: An integrated search method for flexible job shop scheduling. | Yuan Yuan, Hua Xu |
| 2012 | CIKM | DTMBIO 2012: international workshop on data and text mining in biomedical informatics. | Min Song, Doheon Lee, Hua Xu, Sophia Ananiadou |
| 2012 | CIKM | Clinical entity recognition using structural support vector machines with rich features. | Buzhou Tang, Hongxin Cao, Yonghui Wu, Min Jiang, Hua Xu |
| 2012 | CIKM | Session details: Mining clinical data and text. | Hua Xu |
| 2012 | PSB | Ranking Gene-Drug Relationships in Biomedical Literature Using Latent Dirichlet Allocation. | Yonghui Wu, Mei Liu, W. Jim Zheng, Zhongming Zhao, Hua Xu |
| 2011 | AAAI | Identifying Evaluative Sentences in Online Discussions. | Zhongwu Zhai, Bing Liu, Lei Zhang, Hua Xu, Peifa Jia |
| 2011 | CEC | A cooperative coevolution-based pittsburgh learning classifier system embedded with memetic feature selection. | Yun Wen, Hua Xu |
| 2011 | IGARSS | Retrieving water-leaving reflectance from HJ1 CCD imagery aided by MODIS product. | Hua Xu, Xingfa Gu, Zhengqiang Li, Li Li, Zhihui Wang, Wanchun Zhang |
| 2011 | KES | Dynamic Optimal Revenue-Sharing Strategy in E-Commerce. | Masaru Unno, Hua Xu |
| 2011 | PAKDD | Constrained LDA for Grouping Product Features in Opinion Mining. | Zhongwu Zhai, Bing Liu, Hua Xu, Peifa Jia |
| 2011 | WSDM | Clustering product features for opinion mining. | Zhongwu Zhai, Bing Liu, Hua Xu, Peifa Jia |
| 2010 | COLING | Recognizing Medication related Entities in Hospital Discharge Summaries using Support Vector Machine. | Son Doan, Hua Xu |
| 2010 | COLING | Grouping Product Features Using Semi-Supervised Learning with Soft-Constraints. | Zhongwu Zhai, Bing Liu, Hua Xu, Peifa Jia |
| 2010 | GECCO | A heuristic-based hybrid genetic algorithm for heterogeneous multiprocessor scheduling. | Yun Wen, Hua Xu, Jiadong Yang |
| 2010 | GECCO | Effective structure learning for EDA via L1-regularizedbayesian networks. | Jiadong Yang, Hua Xu, Yunpeng Cai, Peifa Jia |
| 2010 | IGARSS | An atmospheric correction algorithm for hyperspectral imagery of lake water by Chinese satellite HJ-1A. | Hua Xu, Xingfa Gu, Qiu Yin, Li Li, Zhenghua Chen, Yuhuan Ren, Weizhen Hou, Jia Liu, Pengfei Yin |
| 2010 | IGARSS | Ocean surface winds measurement using reflected GNSS signals. | Pengfei Yin, Qiu Yin, Ziwei Li, Yiqiang Zhang, Hua Xu, Xingfeng Chen, Shangguo Ning |
| 2010 | IGARSS | Ecosystem health assessment by using remote sensing derived data: A case study of terrestrial region along the coast in Zhejiang province. | Zhenghua Chen, Qiu Yin, Li Li, Hua Xu |
| 2010 | IGARSS | A comparison of two stream approximation for the discrete ordinate method and the SOS method. | Weizhen Hou, Qiu Yin, Hua Xu, Li Li, Zhenghua Chen |
| 2010 | IGARSS | Spectral data analysis of ground objects in Chao Lake basin. | Jia Liu, Qiu Yin, Hua Xu, Li Li, Zhenghua Chen, Yuhuan Ren, Weizhen Hou, Pengfei Yin |
| 2010 | IGARSS | Estimating chlorophyll a concentration in lake water using space-borne hyperspectral data. | Li Li, Qiu Yin, Hua Xu, Cailan Gong, Zhenghua Chen |
| 2010 | PAKDD | Feature Subsumption for Sentiment Classification in Multiple Languages. | Zhongwu Zhai, Hua Xu, Jun Li, Peifa Jia |
| 2009 | ADMA | Anti-germ Performance Prediction for Detergents Based on Elman Network on Small Data Sets. | Anqi Cui, Hua Xu, Peifa Jia |
| 2009 | AMIA | Development of a Natural Language Processing System to Identify Timing and Status of Colonoscopy Testing in Electronic Medical Records. | Joshua C. Denny, Josh F. Peterson, Neesha N. Choma, Hua Xu, Randolph A. Miller, Lisa Bastarache, Neeraja B. Peterson |
| 2009 | CIS | Task Scheduling for Heterogeneous Computing Based on Bayesian Optimization Algorithm. | Jiadong Yang, Hua Xu, Peifa Jia |
| 2009 | IGARSS | A Study on Land Cover Classification based on HJ-1 CCD Image. | Yuhuan Ren, Yalan Liu, Junchuan Fan, Hua Xu, Ling Yi |
| 2008 | AMIA | Methods for Building Sense Inventories of Abbreviations in Clinical Notes. | Hua Xu, Peter D. Stetson, Carol Friedman |
| 2008 | ISNN | TOPN Based Temporal Performance Evaluation Method of Neural Network Based Robot Controller. | Hua Xu, Peifa Jia |
| 2008 | ISNN | A Fuzzy Timed Object-Oriented Petri Net for Multi-Agent Systems. | Hua Xu, Peifa Jia |
| 2008 | SMC | A novel method of gait recognition based on Kernel Fisher Discriminant Analysis. | Han Su, Mian Yang, Hua Xu |
| 2007 | ACC | Numerical Solution of Output Feedback H&3x0221E;-Constrained LQG Control Problem. | Hiroaki Mukaidani, Hua Xu |
| 2007 | AMIA | A Study of Abbreviations in Clinical Notes. | Hua Xu, Peter D. Stetson, Carol Friedman |
| 2007 | GECCO | Cross entropy and adaptive variance scaling in continuous EDA. | Yunpeng Cai, Xiaomin Sun, Hua Xu, Peifa Jia |
| 2007 | ICCCN | Network-Aware State Update For Large Scale Mobile Games. | Yang Yu, Zhu Li, Larry Shi, Yi-Chiun Chen, Hua Xu |
| 2007 | ICCS | A Novel Modeling Method for Cooperative Multi-robot Systems Using Fuzzy Timed Agent Based Petri Nets. | Hua Xu, Peifa Jia |
| 2007 | ISNN | A Rough Set and Fuzzy Neural Petri Net Based Method for Dynamic Knowledge Extraction, Representation and Inference in Cooperative Multiple Robot System. | Hua Xu, Yuan Wang, Peifa Jia |
| 2007 | ISNN | Fuzzy Neural Petri Nets. | Hua Xu, Yuan Wang, Peifa Jia |
| 2006 | AMIA | A Natural Language Processing (NLP) Tool to Assist in the Curation Of the Laboratory Mouse Tumor Biology Database. | Hua Xu, Debra M. Krupke, Judith A. Blake, Carol Friedman |
| 2006 | IROS | RTOC: A Rt-Linux Based Open Robot Controller. | Hua Xu, Peifa Jia |
| 2005 | ISNN | A Neural Network Based Method for Shape Measurement in Steel Plate Forming Robot. | Hua Xu, Peifa Jia, Xuegong Zhang |
| 2005 | ISNN | A Novel Chamber Scheduling Method in Etching Tools Using Adaptive Neural Networks. | Hua Xu, Peifa Jia, Xuegong Zhang |
| 2005 | KES | HHM-Based Risk Management for Business Gaming. | Toshikazu Shimodaira, Hua Xu, Takao Terano |
| 2004 | ISNN | The Recognition of the Vehicle License Plate Based on Modular Networks. | Guangrong Ji, Hongjie Yi, Bo Qin, Hua Xu |
| 2003 | AINA | Parameters Adjusting of Third-Order PLL Used in LEO Mobile Satellite Communication Systems. | Qishan Huang, Hua Xu, Jiangtao Yu, Hui Zheng |
| 2003 | AINA | On the Blind Carrier Phase Estimation for Large QAM Constellation. | Hua Xu, Qishan Huang, Hui Zheng |
| 2003 | AMIA | Facilitating Research in Pathology using Natural Language Processing. | Hua Xu, Carol Friedman |
| 2003 | PIMRC | Simulation analysis of RLC for packet data services in UMTS systems. | Yi-Chiun Chen, Xiao Xu, Hua Xu, Eren Gonen, Peijuan Liu |
| 2003 | PIMRC | The NDA SNR estimation for QAM signals. | Hua Xu, Qishan Huang, Hui Zheng |
| 2002 | WSC | Parallel and distributed systems: simulation analysis of RLC timers in UMTS systems. | Xiao Xu, Yi-Chiun Chen, Hua Xu, Eren Gonen, Peijuan Liu |
| 1995 | ISCAS | Design of Perfect Reconstruction QMF Banks by a Null-Space Projection Method. | Hua Xu, Wu-Sheng Lu, Andreas Antoniou |
| 1994 | ISCAS | Improved Methods for the Design of 1-D and 2-D QMF Banks. | Hua Xu, Wu-Sheng Lu, Andreas Antoniou |
| 1994 | VTC | DS/SS CDMA slotted access channel performance analysis. | Philip Fleming, Hua Xu |