Guangxu Xun - RankMe

49 papers A* 15B 2Journal 18Unranked 14

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Scheduling Hyperparameters to Improve Generalization: From Centralized SGD to Asynchronous SGD. ACM Trans. Knowl. Discov. Data Jianhui Sun, Ying Yang, Guangxu Xun, Aidong Zhang
2022	J	`jnl`	Data-Driven Adaptive Simultaneous Machine Translation. CoRR Guangxu Xun, Mingbo Ma, Yuchen Bian, Xingyu Cai, Jiaji Huang, Renjie Zheng, Jun-Kun Chen, Jiahong Yuan, Kenneth Church, Liang Huang
2022	J	`jnl`	Emerging trends: General fine-tuning (gft). Nat. Lang. Eng. Kenneth Ward Church, Xingyu Cai, Yibiao Ying, Zeyu Chen, Guangxu Xun, Yuchen Bian
2022	J	`jnl`	Inferring Effective Connectivity Networks From fMRI Time Series With a Temporal Entropy-Score. IEEE Trans. Neural Networks Learn. Syst. Jinduo Liu, Junzhong Ji, Guangxu Xun, Aidong Zhang
2022	A*	`conf`	W-CTC: a Connectionist Temporal Classification Loss with Wild Cards. ICLR Xingyu Cai, Jiahong Yuan, Yuchen Bian, Guangxu Xun, Jiaji Huang, Kenneth Church
2021	A*	`conf`	A Stagewise Hyperparameter Scheduler to Improve Generalization. KDD Jianhui Sun, Ying Yang, Guangxu Xun, Aidong Zhang
2021	J	`jnl`	Continual representation learning for evolving biomedical bipartite networks. Bioinform. Kishlay Jha, Guangxu Xun, Aidong Zhang
2021	J	`jnl`	HSCJN: A holistic semantic constraint joint network for diverse response generation. Comput. Speech Lang. Yiru Wang, Pengda Si, Zeyang Lei, Guangxu Xun, Yujiu Yang
2021	—	`conf`	InterHG: an Interpretable and Accurate Model for Hypothesis Generation. BIBM Haoyu Wang, Xuan Wang, Yaqing Wang, Guangxu Xun, Kishlay Jha, Jing Gao
2021	A*	`conf`	Knowledge-Guided Efficient Representation Learning for Biomedical Domain. KDD Kishlay Jha, Guangxu Xun, Nan Du, Aidong Zhang
2021	J	`jnl`	MeSHProbeNet-P: Improving Large-scale MeSH Indexing with Personalizable MeSH Probes. ACM Trans. Knowl. Discov. Data Guangxu Xun, Kishlay Jha, Aidong Zhang
2021	J	`jnl`	Tracking Community Consistency in Dynamic Networks: An Influence-Based Approach. IEEE Trans. Knowl. Data Eng. Xiaowei Jia, Xiaoyi Li, Nan Du, Yuan Zhang, Vishrawas Gopalakrishnan, Guangxu Xun, Aidong Zhang
2020	A*	`conf`	Correlation Networks for Extreme Multi-label Text Classification. KDD Guangxu Xun, Kishlay Jha, Jianhui Sun, Aidong Zhang
2020	A*	`conf`	EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks. AAAI Jinduo Liu, Junzhong Ji, Guangxu Xun, Liuyi Yao, Mengdi Huai, Aidong Zhang
2020	J	`jnl`	FAT-RE: A faster dependency-free model for relation extraction. J. Web Semant. Lifang Ding, Zeyang Lei, Guangxu Xun, Yujiu Yang
2020	—	`conf`	GLIMA: Global and Local Time Series Imputation with Multi-directional Attention Learning. IEEE BigData Qiuling Suo, Weida Zhong, Guangxu Xun, Jianhui Sun, Changyou Chen, Aidong Zhang
2019	J	`jnl`	A Multi-View Deep Learning Framework for EEG Seizure Detection. IEEE J. Biomed. Health Informatics Ye Yuan, Guangxu Xun, Kebin Jia, Aidong Zhang
2019	J	`jnl`	A hybrid self-attention deep learning framework for multivariate sleep stage classification. BMC Bioinform. Ye Yuan, Kebin Jia, Fenglong Ma, Guangxu Xun, Yaqing Wang, Lu Su, Aidong Zhang
2019	J	`jnl`	DWE-Med: Dynamic Word Embeddings for Medical Domain. ACM Trans. Knowl. Discov. Data Kishlay Jha, Guangxu Xun, Vishrawas Gopalakrishnan, Aidong Zhang
2019	J	`jnl`	HSCJN: A Holistic Semantic Constraint Joint Network for Diverse Response Generation. CoRR Yiru Wang, Pengda Si, Zeyang Lei, Guangxu Xun, Yujiu Yang
2019	A*	`conf`	Hypothesis Generation From Text Based On Co-Evolution Of Biomedical Concepts. KDD Kishlay Jha, Guangxu Xun, Yaqing Wang, Aidong Zhang
2019	J	`jnl`	MeSHProbeNet: a self-attentive probe net for MeSH indexing. Bioinform. Guangxu Xun, Kishlay Jha, Ye Yuan, Yaqing Wang, Aidong Zhang
2019	—	`conf`	Recurrent Imputation for Multivariate Time Series with Missing Values. ICHI Qiuling Suo, Liuyi Yao, Guangxu Xun, Jianhui Sun, Aidong Zhang
2019	—	`conf`	Topic Discovery for Biomedical Corpus Using MeSH Embeddings. BHI Guangxu Xun, Kishlay Jha, Ye Yuan, Aidong Zhang
2019	J	`jnl`	Wave2Vec: Deep representation learning for clinical temporal data. Neurocomputing Ye Yuan, Guangxu Xun, Qiuling Suo, Kebin Jia, Aidong Zhang
2018	—	`conf`	A novel channel-aware attention framework for multi-channel EEG seizure detection via multi-view deep learning. BHI Ye Yuan, Guangxu Xun, Fenglong Ma, Qiuling Suo, Hongfei Xue, Kebin Jia, Aidong Zhang
2018	A*	`conf`	Concepts-Bridges: Uncovering Conceptual Bridges Based on Biomedical Concept Evolution. KDD Kishlay Jha, Guangxu Xun, Yaqing Wang, Vishrawas Gopalakrishnan, Aidong Zhang
2018	A*	`conf`	EANN: Event Adversarial Neural Networks for Multi-Modal Fake News Detection. KDD Yaqing Wang, Fenglong Ma, Zhiwei Jin, Ye Yuan, Guangxu Xun, Kishlay Jha, Lu Su, Jing Gao
2018	A*	`conf`	Interpretable Word Embeddings for Medical Domain. ICDM Kishlay Jha, Yaqing Wang, Guangxu Xun, Aidong Zhang
2018	A*	`conf`	MuVAN: A Multi-view Attention Network for Multivariate Temporal Data. ICDM Ye Yuan, Guangxu Xun, Fenglong Ma, Yaqing Wang, Nan Du, Kebin Jia, Lu Su, Aidong Zhang
2018	—	`conf`	Multivariate Sleep Stage Classification using Hybrid Self-Attentive Deep Learning Networks. BIBM Ye Yuan, Kebin Jia, Fenglong Ma, Guangxu Xun, Yaqing Wang, Lu Su, Aidong Zhang
2018	J	`jnl`	Towards self-learning based hypotheses generation in biomedical text domain. Bioinform. Vishrawas Gopalakrishnan, Kishlay Jha, Guangxu Xun, Hung Q. Ngo, Aidong Zhang
2017	A*	`conf`	A Correlated Topic Model Using Word Embeddings. IJCAI Guangxu Xun, Yaliang Li, Wayne Xin Zhao, Jing Gao, Aidong Zhang
2017	—	`conf`	A Multi-view Deep Learning Method for Epileptic Seizure Detection using Short-time Fourier Transform. BCB Ye Yuan, Guangxu Xun, Kebin Jia, Aidong Zhang
2017	J	`jnl`	A Survey on Context Learning. IEEE Trans. Knowl. Data Eng. Guangxu Xun, Xiaowei Jia, Vishrawas Gopalakrishnan, Aidong Zhang
2017	—	`conf`	A novel wavelet-based model for EEG epileptic seizure detection using multi-context learning. BIBM Ye Yuan, Guangxu Xun, Kebin Jia, Aidong Zhang
2017	—	`conf`	Augmenting word embeddings through external knowledge-base for biomedical application. IEEE BigData Kishlay Jha, Guangxu Xun, Vishrawas Gopalakrishnan, Aidong Zhang
2017	A*	`conf`	Collaboratively Improving Topic Discovery and Word Embeddings by Coordinating Global and Local Contexts. KDD Guangxu Xun, Yaliang Li, Jing Gao, Aidong Zhang
2017	A*	`conf`	Generating Medical Hypotheses Based on Evolutionary Medical Concepts. ICDM Guangxu Xun, Kishlay Jha, Vishrawas Gopalakrishnan, Yaliang Li, Aidong Zhang
2017	A*	`conf`	Wave2Vec: Learning Deep Representations for Biosignals. ICDM Ye Yuan, Guangxu Xun, Qiuling Suo, Kebin Jia, Aidong Zhang
2016	B	`conf`	Collaborative restricted Boltzmann machine for social event recommendation. ASONAM Xiaowei Jia, Xiaoyi Li, Kang Li, Vishrawas Gopalakrishnan, Guangxu Xun, Aidong Zhang
2016	J	`jnl`	Detecting epileptic seizures with electroencephalogram via a context-learning model. BMC Medical Informatics Decis. Mak. Guangxu Xun, Xiaowei Jia, Aidong Zhang
2016	B	`conf`	Influence based analysis of community consistency in dynamic networks. ASONAM Xiaowei Jia, Xiaoyi Li, Nan Du, Yuan Zhang, Vishrawas Gopalakrishnan, Guangxu Xun, Aidong Zhang
2016	A*	`conf`	Topic Discovery for Short Texts Using Word Embeddings. ICDM Guangxu Xun, Vishrawas Gopalakrishnan, Fenglong Ma, Yaliang Li, Jing Gao, Aidong Zhang
2015	—	`conf`	Context-learning based electroencephalogram analysis for epileptic seizure detection. BIBM Guangxu Xun, Xiaowei Jia, Aidong Zhang
2015	—	`conf`	Identifying inorganic material affinity classes for peptide sequences based on context learning. BIBM Guangxu Xun, Xiaoyi Li, Marc R. Knecht, Paras N. Prasad, Mark T. Swihart, Tiffany R. Walsh, Aidong Zhang
2015	—	`conf`	Improving EEG feature learning via synchronized facial video. IEEE BigData Xiaoyi Li, Xiaowei Jia, Guangxu Xun, Aidong Zhang
2015	—	`conf`	Multi-modal learning for video recommendation based on mobile application usage. IEEE BigData Xiaowei Jia, Aosen Wang, Xiaoyi Li, Guangxu Xun, Wenyao Xu, Aidong Zhang
2012	—	`conf`	Latent Community Discovery with Network Regularization for Core Actors Clustering. COLING (Posters) Guangxu Xun, Yujiu Yang, Liangwei Wang, Wenhuang Liu