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publications
ADC2012: A Branch and Bound Method for Min-dist Location Selection Queries
Published in The 23rd Australasian Database Conference (ADC), (Runner-up for Best Paper award), 2012
Authors : Jianzhong Qi, Zhenghua Xu, Yuan Xue and Zeyi Wen.
Place : Melbourne, Australia
Date : Jan 30 - Feb 2, 2012
EDBT2012: An Adaptive Online Algorithm for Time Series Segmentation with Error Bound Guarantee
Published in The 15th International Conference on Extending Database Technology (EDBT), (CCF Rank B, Acceptance rate: 22.5%), 2012
Authors : Zhenghua Xu, Rui Zhang, Ramamohanarao Kotagiri and Udaya Parampalli.
Place : Berlin, Germany
Date : March 27-30, 2012
Top-k Future System Call Prediction Based Multi-Module Anomaly Detection System
Published in 6th International Congress on Image and Signal Processing (CISP), (EI & ISTP), 2013
Authors: Zhenghua Xu, Xinghuo Yu, Yong Feng, Jiankun Hu, Zahir Tari and Fengling Han
ICDE2013: Destination Prediction by Sub-trajectory Synthesis and Privacy Protection against Such Prediction
Published in The 29th IEEE International Conference on Data Engineering (ICDE), (CCF Rank A, Acceptance rate: 19.8%, Number of citaions: 221), 2013
Authors : Andy Yuan Xue, Rui Zhang, Yu Zheng, Xing Xie, Jin Huang and Zhenghua Xu*.
Place : Brisbane, Australia
Date : April 8-11, 2013
A Multi-Module Anomaly Detection Scheme based on System Call Prediction
Published in 8th IEEE Conference on Industrial Electronics and Applications (ICIEA), (EI & ISTP), 2013
Authors: Zhenghua Xu, Xinghuo Yu, Yong Feng, Jiankun Hu, Zahir Tari and Fengling Han.
Improving Personalized Search on the Social Web Based on Similarities between Users
Published in The 8th International Conference on Scalable Uncertainty Management (SUM), (EI ), 2014
Authors: Zhenghua Xu, Thomas Lukasiewicz and Oana TifreaMarciuska.
CIKM2016: Tag-Aware Personalized Recommendation Using a Deep-Semantic Similarity Model with Negative Sampling
Published in The 25th ACM International Conference on Information and Knowledge Management (CIKM), (CCF Rank B, Acceptance rate: 28.8%), 2016
Authors : Zhenghua Xu, Cheng Chen, Thomas Lukasiewicz, Yishu Miao and Xiangwu Meng.
Place : Indianapolis, USA
Date : Oct 24 – 28, 2016
Location-Aware Personalized News Recommendation With Deep Semantic Analysis
Published in IEEE Access, (SCI JCR Q1), 2017
Authors : Cheng Chen, Xiangwu Meng, Zhenghua Xu, and Thomas Lukasiewicz
DASFAA2017: Location-Aware News Recommendation Using Deep Localized Semantic Analysis
Published in The 22nd International Conference on Database Systems for Advanced Applications (DASFAA), (CCF Rank B, Acceptance rate: 24.3%), 2017
Authors : Cheng Chen, Thomas Lukasiewicz, Xiangwu Meng and Zhenghua Xu (co-first author, in alphabetical order).
Place : Suzhou, China
Date : Mar 27 – Mar 30, 2017
IJCAI2017: Tag-Aware Personalized Recommendation Using a Hybrid Deep Model
Published in International Joint Conference on Artificial Intelligence (IJCAI), (CCF Rank A, Acceptance rate: 25.9%), 2017
Authors : Zhenghua Xu, Thomas Lukasiewicz, Cheng Chen, Yishu Miao and Xiangwu Meng.
Place : Melbourne, Australia
Date : August 19 – 25, 2017
Lightweight Tag-Aware Personalized Recommendation on the Social Web Using Ontological Similarity
Published in IEEE Access, (SCI JCR Q1), 2018
Authors : Zhenghua Xu, Oana Tifrea-Marciuska, Thomas Lukasiewicz, Maria Vanina Martinez, Gerardo I. Simari and Cheng Chen.
AAAI2019: Diversity-Driven Extensible Hierarchical Reinforcement Learning
Published in The 33rd AAAI Conference on Artificial Intelligence (AAAI), (CCF Rank A, Acceptance rate: 16.2%), 2019
Authors : Yuhang Song, Jianyi Wang, Thomas Lukasiewicz, Zhenghua Xu* and Mai Xu
Place : Hawaii, USA
Date : January 27 – February 1, 2019
AAAI2020: Arena: A General Evaluation Platform and Building Toolkit for Multi−Agent Intelligence
Published in The 34rd AAAI Conference on Artificial Intelligence (AAAI), (CCF Rank A, Acceptance rate: 20.6%), 2019
Authors : Yuhang Song‚ Andrzej Wojcicki‚ Thomas Lukasiewicz‚ Jianyi Wang‚ Abi Aryan‚ Zhenghua Xu*‚ Mai Xu‚ Zihan Ding and Lianlong Wu
Place : Hilton New York Midtown, New York, USA
Date : February 7 – February 12, 2020
AAAI2020: Mega−Reward: Achieving Human−Level Play without Extrinsic Rewards
Published in The 34rd AAAI Conference on Artificial Intelligence (AAAI), (CCF Rank A, Acceptance rate: 20.6%), 2019
Authors : Yuhang Song‚ Jianyi Wang‚ Thomas Lukasiewicz‚ Zhenghua Xu*‚ Shangtong Zhang‚ Andrzej Wojcicki and Mai Xu
Place : Hilton New York Midtown, New York, USA
Date : February 7 – February 12, 2020
ICASSP2019: Long Text Analysis Using Sliced Recurrent Neural Networks with Breaking Point Information Enrichment
Published in The 44th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (CCF Rank B), 2019
Authors : Bo Li, Zehua Cheng, Zhenghua Xu*, Wei Ye, Thomas Lukasiewicz and Shikun Zhang.
Place : Brighton, UK
Date : May 12 – 17 , 2019
BIBM2019: Semi-Supervised Attention-Guided CycleGAN for Data Augmentation on Medical Images
Published in 2019 IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2019), (CCF Rank B, Acceptance rate: 18%), 2019
Authors : Zhenghua Xu, Chang Qi and Guizhi Xu
Place : San Diego, USA
Date : November 18 – November 21, 2019
BIBM2019: Tumor Segmentation Based on Deeply Supervised Multi-Scale U-Net
Published in 2019 IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2019), (CCF Rank B, Acceptance rate: 18%), 2019
Authors : Lei Wang, Bo Wang, Zhenghua Xu*
Place : San Diego, USA
Date : November 18 – November 21, 2019
Hybrid Deep-Semantic Matrix Factorization for Tag-Aware Personalized Recommendation
Published in The 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (CCF Rank B), 2020
Authors : Zhenghua Xu*,Di Yuan, Thomas Lukasiewicz, Cheng Chen, Yishu Miao and Guizhi Xu.
Place : Barcelona, Spain
Date : May 4 – 8 , 2020
Can the Brain Do Backpropagation? —— Exact Implementation of Backpropagation in Predictive Coding Networks
Published in The 34th Conference on Neural Information Processing Systems (NeurIPS), 2020
Authors : Yuhang Song‚ Thomas Lukasiewicz‚ Zhenghua Xu* and Rafal Bogacz
Place : Online
Date : Dec 6 – 12, 2020
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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