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@article{DBLP:journals/eswa/ZhangLXD24,
  author       = {Yuanyuan Zhang and
                  Junqing Li and
                  Ying Xu and
                  Peiyong Duan},
  title        = {Multi-population cooperative multi-objective evolutionary algorithm
                  for sequence-dependent group flow shop with consistent sublots},
  journal      = {Expert Syst. Appl.},
  volume       = {237},
  number       = {Part {C}},
  pages        = {121594},
  year         = {2024}
}
@article{DBLP:journals/fdata/WangYNWX24,
  author       = {Jianwu Wang and
                  Junqi Yin and
                  Mai H. Nguyen and
                  Jingbo Wang and
                  Weijia Xu},
  title        = {Editorial: Big scientific data analytics on {HPC} and cloud},
  journal      = {Frontiers Big Data},
  volume       = {7},
  year         = {2024}
}
@article{DBLP:journals/ijsi/ChenZZT24,
  author       = {Haonan Chen and
                  Yingying Zhu and
                  Junqi Zhao and
                  Qi Tian},
  title        = {3D Shape Recognition Based on Multimodal {\textbackslash}newline Relation
                  Modeling},
  journal      = {Int. J. Softw. Informatics},
  volume       = {14},
  number       = {2},
  pages        = {205--220},
  year         = {2024}
}
@article{DBLP:journals/ral/ZhaoZCTM0F24,
  author       = {Junqiao Zhao and
                  Fenglin Zhang and
                  Yingfeng Cai and
                  Gengxuan Tian and
                  Wenjie Mu and
                  Chen Ye and
                  Tiantian Feng},
  title        = {Learning Sequence Descriptor Based on Spatio-Temporal Attention for
                  Visual Place Recognition},
  journal      = {{IEEE} Robotics Autom. Lett.},
  volume       = {9},
  number       = {3},
  pages        = {2351--2358},
  year         = {2024}
}
@article{DBLP:journals/sensors/WangYXLC24,
  author       = {Haifei Wang and
                  Junqing Yin and
                  Cheng Xin and
                  Chan Li and
                  Yongdang Chen},
  title        = {Research on Magnetic Field-Based Damage Detection Technology for Ferromagnetic
                  Microwires},
  journal      = {Sensors},
  volume       = {24},
  number       = {3},
  pages        = {878},
  year         = {2024}
}
@article{DBLP:journals/tim/LiuZCWWZZ24,
  author       = {Jinping Liu and
                  Junqi Zhao and
                  Lihui Cen and
                  Xiaoqiang Wu and
                  Juanjuan Wu and
                  Kun Zhang and
                  Ying Zhou},
  title        = {Automated Segmentation of {COVID-19} Lung Infections From Chest {CT}
                  Images via 2.5-D Dual-Path Encoder With Multiscale Dynamic Weight
                  Deep Supervision Mechanism},
  journal      = {{IEEE} Trans. Instrum. Meas.},
  volume       = {73},
  pages        = {1--13},
  year         = {2024}
}
@article{DBLP:journals/tmc/YinZSC24,
  author       = {Guolin Yin and
                  Junqing Zhang and
                  Guanxiong Shen and
                  Yingying Chen},
  title        = {FewSense, Towards a Scalable and Cross-Domain Wi-Fi Sensing System
                  Using Few-Shot Learning},
  journal      = {{IEEE} Trans. Mob. Comput.},
  volume       = {23},
  number       = {1},
  pages        = {453--468},
  year         = {2024}
}
@article{DBLP:journals/tvt/LiLL24,
  author       = {Zhichao Li and
                  Junqiu Li and
                  Ying Li},
  title        = {An Integrated Path Planning Framework for Multi-Obstacle Avoidance
                  of the Multi-Axle Autonomous Vehicle With Enhanced Safety and Stability},
  journal      = {{IEEE} Trans. Veh. Technol.},
  volume       = {73},
  number       = {5},
  pages        = {6368--6382},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2401-10348,
  author       = {Gang Qu and
                  Anton Orlichenko and
                  Junqi Wang and
                  Gemeng Zhang and
                  Li Xiao and
                  Aiying Zhang and
                  Zhengming Ding and
                  Yu{-}Ping Wang},
  title        = {Exploring General Intelligence via Gated Graph Transformer in Functional
                  Connectivity Studies},
  journal      = {CoRR},
  volume       = {abs/2401.10348},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2401-14489,
  author       = {Quentin Anthony and
                  Jacob Hatef and
                  Deepak Narayanan and
                  Stella Biderman and
                  Stas Bekman and
                  Junqi Yin and
                  Aamir Shafi and
                  Hari Subramoni and
                  Dhabaleswar K. Panda},
  title        = {The Case for Co-Designing Model Architectures with Hardware},
  journal      = {CoRR},
  volume       = {abs/2401.14489},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2402-00691,
  author       = {Junqi Yin and
                  Avishek Bose and
                  Guojing Cong and
                  Isaac Lyngaas and
                  Quentin Anthony},
  title        = {Comparative Study of Large Language Model Architectures on Frontier},
  journal      = {CoRR},
  volume       = {abs/2402.00691},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2403-02583,
  author       = {Yuan Huang and
                  Yinan Chen and
                  Xiangping Chen and
                  Junqi Chen and
                  Rui Peng and
                  Zhicao Tang and
                  Jinbo Huang and
                  Furen Xu and
                  Zibin Zheng},
  title        = {Generative Software Engineering},
  journal      = {CoRR},
  volume       = {abs/2403.02583},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2404-11706,
  author       = {Aristeidis Tsaris and
                  Philipe Ambrozio Dias and
                  Abhishek Potnis and
                  Junqi Yin and
                  Feiyi Wang and
                  Dalton D. Lunga},
  title        = {Pretraining Billion-scale Geospatial Foundational Models on Frontier},
  journal      = {CoRR},
  volume       = {abs/2404.11706},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2404-14712,
  author       = {Xiao Wang and
                  Aristeidis Tsaris and
                  Siyan Liu and
                  Jong{-}Youl Choi and
                  Ming Fan and
                  Wei Zhang and
                  Junqi Yin and
                  Moetasim Ashfaq and
                  Dan Lu and
                  Prasanna Balaprakash},
  title        = {{ORBIT:} Oak Ridge Base Foundation Model for Earth System Predictability},
  journal      = {CoRR},
  volume       = {abs/2404.14712},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2405-10729,
  author       = {Francesco Leofante and
                  Hamed Ayoobi and
                  Adam Dejl and
                  Gabriel Freedman and
                  Deniz Gorur and
                  Junqi Jiang and
                  Guilherme Paulino{-}Passos and
                  Antonio Rago and
                  Anna Rapberger and
                  Fabrizio Russo and
                  Xiang Yin and
                  Dekai Zhang and
                  Francesca Toni},
  title        = {Contestable {AI} needs Computational Argumentation},
  journal      = {CoRR},
  volume       = {abs/2405.10729},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2405-15780,
  author       = {Aristeidis Tsaris and
                  Chengming Zhang and
                  Xiao Wang and
                  Junqi Yin and
                  Siyan Liu and
                  Moetasim Ashfaq and
                  Ming Fan and
                  Jong{-}Youl Choi and
                  Mohamed Wahib and
                  Dan Lu and
                  Prasanna Balaprakash and
                  Fei{-}Yue Wang},
  title        = {Sequence Length Scaling in Vision Transformers for Scientific Images
                  on Frontier},
  journal      = {CoRR},
  volume       = {abs/2405.15780},
  year         = {2024}
}
@article{DBLP:journals/access/LiLYZ23,
  author       = {Xiangfei Li and
                  Junqin Liu and
                  Yang Yin and
                  Kai{-}Hui Zhao},
  title        = {Improved Super-Twisting Non-Singular Fast Terminal Sliding Mode Control
                  of Interior Permanent Magnet Synchronous Motor Considering Time-Varying
                  Disturbance of the System},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {17485--17496},
  year         = {2023}
}
@article{DBLP:journals/access/LiuYLZYX23,
  author       = {Junqin Liu and
                  Yin Yang and
                  Xiangfei Li and
                  Kaihui Zhao and
                  Zhixuan Yi and
                  Zhou Xin},
  title        = {Improved Model-Free Continuous Super-Twisting Non-Singular Fast Terminal
                  Sliding Mode Control of {IPMSM}},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {85361--85373},
  year         = {2023}
}
@article{DBLP:journals/bmcmi/JiXWGKWL23,
  author       = {Ying Ji and
                  Junqi Xu and
                  Zilin Wang and
                  Xinyu Guo and
                  Dexing Kong and
                  He Wang and
                  Kangan Li},
  title        = {Application of advanced diffusion models from diffusion weighted imaging
                  in a large cohort study of breast lesions},
  journal      = {{BMC} Medical Imaging},
  volume       = {23},
  number       = {1},
  pages        = {52},
  year         = {2023}
}
@article{DBLP:journals/jcsc/QuHXCPYXY23,
  author       = {Fan Qu and
                  Hui Hu and
                  Ruiting Xu and
                  Ying Chen and
                  Long Peng and
                  Jiande Yan and
                  Wei Xiao and
                  Junqi Yuan},
  title        = {Super-Twisted Sliding Mode Control for Maximum Power Point Tracking
                  of Wind Turbine Based on Neural Network},
  journal      = {J. Circuits Syst. Comput.},
  volume       = {32},
  number       = {18},
  pages        = {2350315:1--2350315:16},
  year         = {2023}
}
@article{DBLP:journals/quanbio/ZhangYLTZCLS23,
  author       = {Junqi Zhang and
                  Zixuan You and
                  Dingyuan Liu and
                  Rui Tang and
                  Chao Zhao and
                  Yingxiu Cao and
                  Feng Li and
                  Hao Song},
  title        = {Conductive proteins-based extracellular electron transfer of electroactive
                  microorganisms},
  journal      = {Quant. Biol.},
  volume       = {11},
  number       = {4},
  pages        = {405--420},
  year         = {2023}
}
@article{DBLP:journals/remotesensing/YinTZCXWC23,
  author       = {Han Yin and
                  Chun Tan and
                  Wen Zhang and
                  Chen Cao and
                  Xinchuan Xu and
                  Jia Wang and
                  Junqi Chen},
  title        = {Rapid Compaction Monitoring and Quality Control of Embankment Dam
                  Construction Based on {UAV} Photogrammetry Technology: {A} Case Study},
  journal      = {Remote. Sens.},
  volume       = {15},
  number       = {4},
  pages        = {1083},
  year         = {2023}
}
@article{DBLP:journals/sensors/LuCZ23,
  author       = {Ying Lu and
                  Changzheng Chen and
                  Junqing Zhu},
  title        = {Design of a Focusing Mechanism Actuated by Piezoelectric Ceramics
                  for {TMA} Telescope},
  journal      = {Sensors},
  volume       = {23},
  number       = {10},
  pages        = {4610},
  year         = {2023}
}
@article{DBLP:journals/swevo/ChenLX23,
  author       = {Xiao{-}long Chen and
                  Junqing Li and
                  Ying Xu},
  title        = {\emph{Q}-learning based multi-objective immune algorithm for fuzzy
                  flexible job shop scheduling problem considering dynamic disruptions},
  journal      = {Swarm Evol. Comput.},
  volume       = {83},
  pages        = {101414},
  year         = {2023}
}
@article{DBLP:journals/tgrs/LiDZLLYRS23,
  author       = {Dawei Li and
                  Kefeng Deng and
                  Di Zhang and
                  Yudi Liu and
                  Hongze Leng and
                  Fukang Yin and
                  Kaijun Ren and
                  Junqiang Song},
  title        = {{LPT-QPN:} {A} Lightweight Physics-Informed Transformer for Quantitative
                  Precipitation Nowcasting},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {61},
  pages        = {1--19},
  year         = {2023}
}
@article{DBLP:journals/tii/WangGZZJCMS23,
  author       = {Jiazeng Wang and
                  Junqi Gao and
                  Shuxiang Zhao and
                  Ruichao Zhu and
                  Zekun Jiang and
                  Zhaoqiang Chu and
                  Zhineng Mao and
                  Ying Shen},
  title        = {From Model to Algorithms: Distributed Magnetic Sensor System for Vehicle
                  Tracking},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {19},
  number       = {3},
  pages        = {2963--2972},
  year         = {2023}
}
@article{DBLP:journals/tits/YinPHHW23,
  author       = {Jingyuan Yin and
                  Xianghua Peng and
                  Junqiang He and
                  Qunhai Huo and
                  Tongzhen Wei},
  title        = {Energy Management Method of a Hybrid Energy Storage System Combined
                  With the Transportation-Electricity Coupling Characteristics of Ports},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {24},
  number       = {12},
  pages        = {14663--14678},
  year         = {2023}
}
@article{DBLP:journals/tjs/PasiniY23,
  author       = {Massimiliano Lupo Pasini and
                  Junqi Yin},
  title        = {Stable parallel training of Wasserstein conditional generative adversarial
                  neural networks},
  journal      = {J. Supercomput.},
  volume       = {79},
  number       = {2},
  pages        = {1856--1876},
  year         = {2023}
}
@article{DBLP:journals/tjs/YinDGWT23,
  author       = {Junqi Yin and
                  Sajal Dash and
                  John Gounley and
                  Feiyi Wang and
                  Georgia D. Tourassi},
  title        = {Evaluation of pre-training large language models on leadership-class
                  supercomputers},
  journal      = {J. Supercomput.},
  volume       = {79},
  number       = {18},
  pages        = {20747--20768},
  year         = {2023}
}
@article{DBLP:journals/tmc/ZhangZXC23,
  author       = {Junqing Zhang and
                  Yushi Zheng and
                  Weitao Xu and
                  Yingying Chen},
  title        = {{H2K:} {A} Heartbeat-Based Key Generation Framework for {ECG} and
                  {PPG} Signals},
  journal      = {{IEEE} Trans. Mob. Comput.},
  volume       = {22},
  number       = {2},
  pages        = {923--934},
  year         = {2023}
}
@article{DBLP:journals/wcl/YanSLW23,
  author       = {Jianxiang Yan and
                  Guanghui Song and
                  Ying Li and
                  Junqi Wang},
  title        = {{ODMA} Transmission and Joint Pattern and Data Recovery for Unsourced
                  Multiple Access},
  journal      = {{IEEE} Wirel. Commun. Lett.},
  volume       = {12},
  number       = {7},
  pages        = {1224--1228},
  year         = {2023}
}
@inproceedings{DBLP:conf/dsie/YaoHYXTPFZZPC23,
  author       = {Yousheng Yao and
                  Zhihao Huang and
                  Fangtian Ying and
                  Yuan Xie and
                  E. Tang and
                  Xiqin Pan and
                  Fengping Feng and
                  Junpeng Zheng and
                  Junqi Zhan and
                  Jin Peng and
                  Haoteng Chen},
  title        = {{TIP} {CUP:} An Interactive System to Promote Tea-Drinking Activities},
  booktitle    = {{DSIE}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {383},
  pages        = {626--634},
  publisher    = {{IOS} Press},
  year         = {2023}
}
@inproceedings{DBLP:conf/dsie/YaoTYPXHZZPCF23,
  author       = {Yousheng Yao and
                  E. Tang and
                  Fangtian Ying and
                  Xiqin Pan and
                  Yuan Xie and
                  Zhihao Huang and
                  Junpeng Zheng and
                  Junqi Zhan and
                  Jin Peng and
                  Haoteng Chen and
                  Wenjing Feng},
  title        = {Mobile Agricultural Products Vending Vehicle with Autonomous Navigation
                  Selling on Town Roads},
  booktitle    = {{DSIE}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {383},
  pages        = {683--693},
  publisher    = {{IOS} Press},
  year         = {2023}
}
@inproceedings{DBLP:conf/dsie/YaoXYHTPZZPC23,
  author       = {Yousheng Yao and
                  Yuan Xie and
                  Fangtian Ying and
                  Zhihao Huang and
                  E. Tang and
                  Xiqin Pan and
                  Junpeng Zheng and
                  Junqi Zhan and
                  Jin Peng and
                  Haoteng Chen},
  title        = {{KYPHOTONE:} Wearable Hunchback Corrector for Women},
  booktitle    = {{DSIE}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {383},
  pages        = {560--570},
  publisher    = {{IOS} Press},
  year         = {2023}
}
@inproceedings{DBLP:conf/emnlp/ChenLHBLYLGZWL23,
  author       = {Nuo Chen and
                  Hongguang Li and
                  Junqing He and
                  Yinan Bao and
                  Xinshi Lin and
                  Qi Yang and
                  Jianfeng Liu and
                  Ruyi Gan and
                  Jiaxing Zhang and
                  Baoyuan Wang and
                  Jia Li},
  title        = {Orca: {A} Few-shot Benchmark for Chinese Conversational Machine Reading
                  Comprehension},
  booktitle    = {{EMNLP} (Findings)},
  pages        = {15685--15699},
  publisher    = {Association for Computational Linguistics},
  year         = {2023}
}
@inproceedings{DBLP:conf/emnlp/YinSCGDHQ23,
  author       = {Zhangyue Yin and
                  Qiushi Sun and
                  Cheng Chang and
                  Qipeng Guo and
                  Junqi Dai and
                  Xuanjing Huang and
                  Xipeng Qiu},
  title        = {Exchange-of-Thought: Enhancing Large Language Model Capabilities through
                  Cross-Model Communication},
  booktitle    = {{EMNLP}},
  pages        = {15135--15153},
  publisher    = {Association for Computational Linguistics},
  year         = {2023}
}
@inproceedings{DBLP:conf/icpads/ZhangWZHHW23,
  author       = {Yuwei Zhang and
                  Yan Wu and
                  Junqiao Zhao and
                  Yinghao Hu and
                  Yufei He and
                  Jijun Wang},
  title        = {Robust Traffic Light Recognition Pipeline Based on YOLOv8 for Autonomous
                  Driving Systems},
  booktitle    = {{ICPADS}},
  pages        = {1278--1285},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/ipps/DashMYAW23,
  author       = {Sajal Dash and
                  Mohammad Alaul Haque Monil and
                  Junqi Yin and
                  Ramu Anandakrishnan and
                  Feiyi Wang},
  title        = {Distributing Simplex-Shaped Nested for-Loops to Identify Carcinogenic
                  Gene Combinations},
  booktitle    = {{IPDPS}},
  pages        = {974--984},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/ipps/YinWS23,
  author       = {Junqi Yin and
                  Feiyi Wang and
                  Mallikarjun Arjun Shankar},
  title        = {DeepThermo: Deep Learning Accelerated Parallel Monte Carlo Sampling
                  for Thermodynamics Evaluation of High Entropy Alloys},
  booktitle    = {{IPDPS}},
  pages        = {333--343},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/sc/YinDWS23,
  author       = {Junqi Yin and
                  Sajal Dash and
                  Feiyi Wang and
                  Mallikarjun Shankar},
  title        = {{FORGE:} Pre-Training Open Foundation Models for Science},
  booktitle    = {{SC}},
  pages        = {81:1--81:13},
  publisher    = {{ACM}},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2302-13619,
  author       = {Nuo Chen and
                  Hongguang Li and
                  Yinan Bao and
                  Junqing He and
                  Xinshi Lin and
                  Qi Yang and
                  Jianfeng Liu and
                  Ruyi Gan and
                  Jiaxing Zhang and
                  Baoyuan Wang and
                  Jia Li},
  title        = {Orca: {A} Few-shot Benchmark for Chinese Conversational Machine Reading
                  Comprehension},
  journal      = {CoRR},
  volume       = {abs/2302.13619},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2305-11467,
  author       = {Fenglin Zhang and
                  Junqiao Zhao and
                  Yingfeng Cai and
                  Gengxuan Tian and
                  Wenjie Mu and
                  Chen Ye},
  title        = {Learning Sequence Descriptor based on Spatiotemporal Attention for
                  Visual Place Recognition},
  journal      = {CoRR},
  volume       = {abs/2305.11467},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2307-08085,
  author       = {Mengyuan Zhang and
                  Wotao Yin and
                  Mengchang Wang and
                  Yangbin Shen and
                  Peng Xiang and
                  You Wu and
                  Liang Zhao and
                  Junqiu Pan and
                  Hu Jiang and
                  KuoLing Huang},
  title        = {MindOpt Tuner: Boost the Performance of Numerical Software by Automatic
                  Parameter Tuning},
  journal      = {CoRR},
  volume       = {abs/2307.08085},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2308-12870,
  author       = {Gengxuan Tian and
                  Junqiao Zhao and
                  Yingfeng Cai and
                  Fenglin Zhang and
                  Wenjie Mu and
                  Chen Ye},
  title        = {VNI-Net: Vector Neurons-based Rotation-Invariant Descriptor for LiDAR
                  Place Recognition},
  journal      = {CoRR},
  volume       = {abs/2308.12870},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2310-04610,
  author       = {Shuaiwen Leon Song and
                  Bonnie Kruft and
                  Minjia Zhang and
                  Conglong Li and
                  Shiyang Chen and
                  Chengming Zhang and
                  Masahiro Tanaka and
                  Xiaoxia Wu and
                  Jeff Rasley and
                  Ammar Ahmad Awan and
                  Connor Holmes and
                  Martin Cai and
                  Adam Ghanem and
                  Zhongzhu Zhou and
                  Yuxiong He and
                  Pete Luferenko and
                  Divya Kumar and
                  Jonathan A. Weyn and
                  Ruixiong Zhang and
                  Sylwester Klocek and
                  Volodymyr Vragov and
                  Mohammed AlQuraishi and
                  Gustaf Ahdritz and
                  Christina Floristean and
                  Cristina Negri and
                  Rao Kotamarthi and
                  Venkatram Vishwanath and
                  Arvind Ramanathan and
                  Sam Foreman and
                  Kyle Hippe and
                  Troy Arcomano and
                  Romit Maulik and
                  Maxim Zvyagin and
                  Alexander Brace and
                  Bin Zhang and
                  Cindy Orozco Bohorquez and
                  Austin Clyde and
                  Bharat Kale and
                  Danilo Perez{-}Rivera and
                  Heng Ma and
                  Carla M. Mann and
                  Michael W. Irvin and
                  J. Gregory Pauloski and
                  Logan T. Ward and
                  Val{\'{e}}rie Hayot{-}Sasson and
                  Murali Emani and
                  Zhen Xie and
                  Diangen Lin and
                  Maulik Shukla and
                  Ian T. Foster and
                  James J. Davis and
                  Michael E. Papka and
                  Thomas S. Brettin and
                  Prasanna Balaprakash and
                  Gina Tourassi and
                  John Gounley and
                  Heidi A. Hanson and
                  Thomas E. Potok and
                  Massimiliano Lupo Pasini and
                  Kate Evans and
                  Dan Lu and
                  Dalton D. Lunga and
                  Junqi Yin and
                  Sajal Dash and
                  Feiyi Wang and
                  Mallikarjun Shankar and
                  Isaac Lyngaas and
                  Xiao Wang and
                  Guojing Cong and
                  Pei Zhang and
                  Ming Fan and
                  Siyan Liu and
                  Adolfy Hoisie and
                  Shinjae Yoo and
                  Yihui Ren and
                  William Tang and
                  Kyle Felker and
                  Alexey Svyatkovskiy and
                  Hang Liu and
                  Ashwin M. Aji and
                  Angela Dalton and
                  Michael J. Schulte and
                  Karl Schulz and
                  Yuntian Deng and
                  Weili Nie and
                  Josh Romero and
                  Christian Dallago and
                  Arash Vahdat and
                  Chaowei Xiao and
                  Thomas Gibbs and
                  Anima Anandkumar and
                  Rick Stevens},
  title        = {DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery
                  through Sophisticated {AI} System Technologies},
  journal      = {CoRR},
  volume       = {abs/2310.04610},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2312-01823,
  author       = {Zhangyue Yin and
                  Qiushi Sun and
                  Cheng Chang and
                  Qipeng Guo and
                  Junqi Dai and
                  Xuanjing Huang and
                  Xipeng Qiu},
  title        = {Exchange-of-Thought: Enhancing Large Language Model Capabilities through
                  Cross-Model Communication},
  journal      = {CoRR},
  volume       = {abs/2312.01823},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2312-12705,
  author       = {Sajal Dash and
                  Isaac Lyngaas and
                  Junqi Yin and
                  Xiao Wang and
                  Romain Egele and
                  Guojing Cong and
                  Feiyi Wang and
                  Prasanna Balaprakash},
  title        = {Optimizing Distributed Training on Frontier for Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2312.12705},
  year         = {2023}
}
@article{DBLP:journals/gandc/SunWWYMSC22,
  author       = {Tao Sun and
                  Xinhua Wang and
                  Junqiang Wang and
                  Xuyun Yang and
                  Tao Meng and
                  Yi Shuai and
                  Yingchun Chen},
  title        = {Magnetic anomaly detection of adjacent parallel pipelines using deep
                  learning neural networks},
  journal      = {Comput. Geosci.},
  volume       = {159},
  pages        = {104987},
  year         = {2022}
}
@article{DBLP:journals/health/ZhangSLZZ22,
  author       = {Junqian Zhang and
                  Yingming Sun and
                  Hongen Liao and
                  Jian Zhu and
                  Yuan Zhang},
  title        = {Automatic Parotid Gland Segmentation in {MVCT} Using Deep Convolutional
                  Neural Networks},
  journal      = {{ACM} Trans. Comput. Heal.},
  volume       = {3},
  number       = {2},
  pages        = {18:1--18:15},
  year         = {2022}
}
@article{DBLP:journals/ijhpca/BlanchardGBSLGY22,
  author       = {Andrew E. Blanchard and
                  John Gounley and
                  Debsindhu Bhowmik and
                  Mayanka Chandra Shekar and
                  Isaac Lyngaas and
                  Shang Gao and
                  Junqi Yin and
                  Aristeidis Tsaris and
                  Feiyi Wang and
                  Jens Glaser},
  title        = {Language models for the prediction of SARS-CoV-2 inhibitors},
  journal      = {Int. J. High Perform. Comput. Appl.},
  volume       = {36},
  number       = {5-6},
  pages        = {587--602},
  year         = {2022}
}
@article{DBLP:journals/ijhpca/TrifanGSLBZMCCH22,
  author       = {Anda Trifan and
                  Defne Gorgun and
                  Michael Salim and
                  Zongyi Li and
                  Alexander Brace and
                  Maxim Zvyagin and
                  Heng Ma and
                  Austin Clyde and
                  David Clark and
                  David J. Hardy and
                  Tom Burnley and
                  Lei Huang and
                  John D. McCalpin and
                  Murali Emani and
                  Hyenseung Yoo and
                  Junqi Yin and
                  Aristeidis Tsaris and
                  Vishal Subbiah and
                  Tanveer Raza and
                  Jessica Liu and
                  Noah Trebesch and
                  Geoffrey Wells and
                  Venkatesh Mysore and
                  Tom Gibbs and
                  James C. Phillips and
                  S. Chakra Chennubhotla and
                  Ian T. Foster and
                  Rick Stevens and
                  Anima Anandkumar and
                  Venkatram Vishwanath and
                  John E. Stone and
                  Emad Tajkhorshid and
                  Sarah A. Harris and
                  Arvind Ramanathan},
  title        = {Intelligent resolution: Integrating Cryo-EM with AI-driven multi-resolution
                  simulations to observe the severe acute respiratory syndrome coronavirus-2
                  replication-transcription machinery in action},
  journal      = {Int. J. High Perform. Comput. Appl.},
  volume       = {36},
  number       = {5-6},
  pages        = {603--623},
  year         = {2022}
}
@article{DBLP:journals/iotj/JiYCZZHYL22,
  author       = {Zijie Ji and
                  Phee Lep Yeoh and
                  Gaojie Chen and
                  Junqing Zhang and
                  Yan Zhang and
                  Zunwen He and
                  Hao Yin and
                  Yonghui Li},
  title        = {Physical-Layer-Based Secure Communications for Static and Low-Latency
                  Industrial Internet of Things},
  journal      = {{IEEE} Internet Things J.},
  volume       = {9},
  number       = {19},
  pages        = {18392--18405},
  year         = {2022}
}
@article{DBLP:journals/lgrs/ShenWG22,
  author       = {Ying Shen and
                  Jiazeng Wang and
                  Junqi Gao},
  title        = {Noise Suppression for Vector Magnetic Anomaly Detection by Noise Spatial
                  Characteristics Investigation},
  journal      = {{IEEE} Geosci. Remote. Sens. Lett.},
  volume       = {19},
  pages        = {1--4},
  year         = {2022}
}
@article{DBLP:journals/lgrs/WangJGZZS22,
  author       = {Jiazeng Wang and
                  Zekun Jiang and
                  Junqi Gao and
                  Shuxiang Zhao and
                  Wenmin Zhai and
                  Ying Shen},
  title        = {Frequency Characteristics Analysis for Magnetic Anomaly Detection},
  journal      = {{IEEE} Geosci. Remote. Sens. Lett.},
  volume       = {19},
  pages        = {1--5},
  year         = {2022}
}
@article{DBLP:journals/mlc/ChenGHL22,
  author       = {Ying Chen and
                  Jifeng Guo and
                  Junqin Huang and
                  Bin Lin},
  title        = {A novel method for financial distress prediction based on sparse neural
                  networks with L\({}_{\mbox{1/2}}\) regularization},
  journal      = {Int. J. Mach. Learn. Cybern.},
  volume       = {13},
  number       = {7},
  pages        = {2089--2103},
  year         = {2022}
}
@article{DBLP:journals/mlst/FungJZBYG22,
  author       = {Victor Fung and
                  Shuyi Jia and
                  Jiaxin Zhang and
                  Sirui Bi and
                  Junqi Yin and
                  Panchapakesan Ganesh},
  title        = {Atomic structure generation from reconstructing structural fingerprints},
  journal      = {Mach. Learn. Sci. Technol.},
  volume       = {3},
  number       = {4},
  pages        = {45018},
  year         = {2022}
}
@article{DBLP:journals/taes/ZhangZB22,
  author       = {Bo Zhang and
                  Ying Zhang and
                  Junqiang Bai},
  title        = {Twistor-Based Adaptive Pose Control of Spacecraft for Landing on an
                  Asteroid With Collision Avoidance},
  journal      = {{IEEE} Trans. Aerosp. Electron. Syst.},
  volume       = {58},
  number       = {1},
  pages        = {152--167},
  year         = {2022}
}
@inproceedings{DBLP:conf/bmsb/WenLHWKHZYT22,
  author       = {Mingshi Wen and
                  Junqin Lin and
                  Tianxiang Hai and
                  Pingping Wang and
                  Yin Kang and
                  Jiakai Hao and
                  Diwen Zhu and
                  Yang Yang and
                  Riming Tong},
  title        = {Failure Prediction Based {VNF} Migration Mechanism for Multimedia
                  Services in Power Grid Substation Monitoring},
  booktitle    = {{BMSB}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/icfet/LaoKZH22,
  author       = {Yingying Lao and
                  Tomoya Kishida and
                  Junqi Zhao and
                  Dongli Han},
  title        = {A Practical and Emotional Response Technique: Context-Based Sticker
                  Suggestion Model on the Line App},
  booktitle    = {{ICFET}},
  pages        = {162--168},
  publisher    = {{ACM}},
  year         = {2022}
}
@inproceedings{DBLP:conf/iecon/HouXWLGZ22,
  author       = {Yinling Hou and
                  Junqing Xu and
                  Shiyuan Wang and
                  Diang Li and
                  Yuanbo Guo and
                  Xiaohua Zhang},
  title        = {Design of Digital-controlled Two-stage {AC/DC} Converter Based on
                  GaN {HEMT}},
  booktitle    = {{IECON}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/ipps/JoubertMRGLEY22,
  author       = {Wayne Joubert and
                  Bronson Messer and
                  Philip C. Roth and
                  Antigoni Georgiadou and
                  Justin Lietz and
                  Markus Eisenbach and
                  Junqi Yin},
  title        = {Learning to Scale the Summit: {AI} for Science on a Leadership Supercomputer},
  booktitle    = {{IPDPS} Workshops},
  pages        = {1246--1255},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/ipps/YinWS22,
  author       = {Junqi Yin and
                  Feiyi Wang and
                  Mallikarjun Shankar},
  title        = {Strategies for Integrating Deep Learning Surrogate Models with {HPC}
                  Simulation Applications},
  booktitle    = {{IPDPS} Workshops},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/mfi/CaiZCZFY22,
  author       = {Yingfeng Cai and
                  Junqiao Zhao and
                  Jiafeng Cui and
                  Fenglin Zhang and
                  Tiantian Feng and
                  Chen Ye},
  title        = {Patch-NetVLAD+: Learned patch descriptor and weighted matching strategy
                  for place recognition},
  booktitle    = {{MFI}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/mfi/CuiCHZXY22,
  author       = {Jiafeng Cui and
                  Yingfeng Cai and
                  Tengfei Huang and
                  Junqiao Zhao and
                  Lu Xiong and
                  Zhuoping Yu},
  title        = {{DSC:} Deep Scan Context Descriptor for Large-Scale Place Recognition},
  booktitle    = {{MFI}},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/nsdi/RomeroYLXYTSBSM22,
  author       = {Joshua Romero and
                  Junqi Yin and
                  Nouamane Laanait and
                  Bing Xie and
                  M. Todd Young and
                  Sean Treichler and
                  Vitalii Starchenko and
                  Albina Y. Borisevich and
                  Alex Sergeev and
                  Michael A. Matheson},
  title        = {Accelerating Collective Communication in Data Parallel Training across
                  Deep Learning Frameworks},
  booktitle    = {{NSDI}},
  pages        = {1027--1040},
  publisher    = {{USENIX} Association},
  year         = {2022}
}
@inproceedings{DBLP:conf/siggrapha/LuanJD0022,
  author       = {Jinhui Luan and
                  Haiyong Jiang and
                  Junqi Diao and
                  Ying Wang and
                  Jun Xiao},
  title        = {MEMformer: Transformer-based 3D Human Motion Estimation from MoCap
                  Markers},
  booktitle    = {{SIGGRAPH} Asia Posters},
  pages        = {5:1--5:2},
  publisher    = {{ACM}},
  year         = {2022}
}
@inproceedings{DBLP:conf/smc2/0002KPY22,
  author       = {Markus Eisenbach and
                  Mariia Karabin and
                  Massimiliano Lupo Pasini and
                  Junqi Yin},
  title        = {Machine Learning for First Principles Calculations of Material Properties
                  for Ferromagnetic Materials},
  booktitle    = {{SMC}},
  series       = {Communications in Computer and Information Science},
  volume       = {1690},
  pages        = {75--86},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/smc2/YinZCDCW22,
  author       = {Junqi Yin and
                  Guannan Zhang and
                  Huibo Cao and
                  Sajal Dash and
                  Bryan C. Chakoumakos and
                  Feiyi Wang},
  title        = {Toward an Autonomous Workflow for Single Crystal Neutron Diffraction},
  booktitle    = {{SMC}},
  series       = {Communications in Computer and Information Science},
  volume       = {1690},
  pages        = {244--256},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/supercomputer/ThiyagalingamLY22,
  author       = {Jeyan Thiyagalingam and
                  Gregor von Laszewski and
                  Junqi Yin and
                  Murali Emani and
                  Juri Papay and
                  Gregg Barrett and
                  Piotr Luszczek and
                  Aristeidis Tsaris and
                  Christine R. Kirkpatrick and
                  Feiyi Wang and
                  Tom Gibbs and
                  Venkatram Vishwanath and
                  Mallikarjun Shankar and
                  Geoffrey C. Fox and
                  Tony Hey},
  title        = {{AI} Benchmarking for Science: Efforts from the MLCommons Science
                  Working Group},
  booktitle    = {{ISC} Workshops},
  series       = {Lecture Notes in Computer Science},
  volume       = {13387},
  pages        = {47--64},
  publisher    = {Springer},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2202-05738,
  author       = {Yingfeng Cai and
                  Junqiao Zhao and
                  Jiafeng Cui and
                  Fenglin Zhang and
                  Chen Ye and
                  Tiantian Feng},
  title        = {Patch-NetVLAD+: Learned patch descriptor and weighted matching strategy
                  for place recognition},
  journal      = {CoRR},
  volume       = {abs/2202.05738},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2207-12315,
  author       = {Massimiliano Lupo Pasini and
                  Junqi Yin},
  title        = {Stable Parallel Training of Wasserstein Conditional Generative Adversarial
                  Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2207.12315},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2207-13227,
  author       = {Victor Fung and
                  Shuyi Jia and
                  Jiaxin Zhang and
                  Sirui Bi and
                  Junqi Yin and
                  Panchapakesan Ganesh},
  title        = {Atomic structure generation from reconstructing structural fingerprints},
  journal      = {CoRR},
  volume       = {abs/2207.13227},
  year         = {2022}
}
@article{DBLP:journals/appml/JiaXJ21,
  author       = {Junqing Jia and
                  Huan{-}Ying Xu and
                  Xiaoyun Jiang},
  title        = {Fast evaluation for the two-dimensional nonlinear coupled time-space
                  fractional Klein-Gordon-Zakharov equations},
  journal      = {Appl. Math. Lett.},
  volume       = {118},
  pages        = {107148},
  year         = {2021}
}
@article{DBLP:journals/csse/SunLYYLGSFP21,
  author       = {Guang Sun and
                  Jingjing Lin and
                  Chen Yang and
                  Xiangyang Yin and
                  Ziyu Li and
                  Peng Guo and
                  Junqi Sun and
                  Xiaoping Fan and
                  Bin Pan},
  title        = {Stock Price Forecasting: An Echo State Network Approach},
  journal      = {Comput. Syst. Sci. Eng.},
  volume       = {36},
  number       = {3},
  pages        = {509--520},
  year         = {2021}
}
@article{DBLP:journals/eswa/LiDYLZZ21,
  author       = {Bo Li and
                  Junqi Ding and
                  Zhengqing Yin and
                  Kaiyu Li and
                  Xue Zhao and
                  Lingxian Zhang},
  title        = {Optimized neural network combined model based on the induced ordered
                  weighted averaging operator for vegetable price forecasting},
  journal      = {Expert Syst. Appl.},
  volume       = {168},
  pages        = {114232},
  year         = {2021}
}
@article{DBLP:journals/jcisd/ChoRAMSMBMTDPYM21,
  author       = {Eunice Cho and
                  Margarida Rosa and
                  Ruhi Anjum and
                  Saman Mehmood and
                  Mariya Soban and
                  Moniza Mujtaba and
                  Khair Bux and
                  Syed Tarique Moin and
                  Mohammad Tanweer and
                  Sarath Dantu and
                  Alessandro Pandini and
                  Junqi Yin and
                  Heng Ma and
                  Arvind Ramanathan and
                  Barira Islam and
                  Antonia S. J. S. Mey and
                  Debsindhu Bhowmik and
                  Shozeb M. Haider},
  title        = {Dynamic Profiling of {\(\beta\)}-Coronavirus 3CL Mpro Protease Ligand-Binding
                  Sites},
  journal      = {J. Chem. Inf. Model.},
  volume       = {61},
  number       = {6},
  pages        = {3058--3073},
  year         = {2021}
}
@article{DBLP:journals/ncs/YinPG21,
  author       = {Junqi Yin and
                  Zongrui Pei and
                  Michael C. Gao},
  title        = {Neural network-based order parameter for phase transitions and its
                  applications in high-entropy alloys},
  journal      = {Nat. Comput. Sci.},
  volume       = {1},
  number       = {10},
  pages        = {686--693},
  year         = {2021}
}
@article{DBLP:journals/pc/PasiniYLE21,
  author       = {Massimiliano Lupo Pasini and
                  Junqi Yin and
                  Ying Wai Li and
                  Markus Eisenbach},
  title        = {A scalable algorithm for the optimization of neural network architectures},
  journal      = {Parallel Comput.},
  volume       = {104-105},
  pages        = {102788},
  year         = {2021}
}
@article{DBLP:journals/remotesensing/XiaWZDLW21,
  author       = {Junqiang Xia and
                  Yingzhen Wang and
                  Meirong Zhou and
                  Shanshan Deng and
                  Zhiwei Li and
                  Zenghui Wang},
  title        = {Variations in Channel Centerline Migration Rate and Intensity of a
                  Braided Reach in the Lower Yellow River},
  journal      = {Remote. Sens.},
  volume       = {13},
  number       = {9},
  pages        = {1680},
  year         = {2021}
}
@article{DBLP:journals/remotesensing/ZhangWWYZJW21,
  author       = {Haiming Zhang and
                  Mingchang Wang and
                  Fengyan Wang and
                  Guodong Yang and
                  Ying Zhang and
                  Junqian Jia and
                  Siqi Wang},
  title        = {A Novel Squeeze-and-Excitation W-Net for 2D and 3D Building Change
                  Detection with Multi-Source and Multi-Feature Remote Sensing Data},
  journal      = {Remote. Sens.},
  volume       = {13},
  number       = {3},
  pages        = {440},
  year         = {2021}
}
@article{DBLP:journals/sensors/LiuYWLSWYYYQC21,
  author       = {Yifan Liu and
                  Junqi Yang and
                  Bingyan Wu and
                  Bin Lu and
                  Luwei Shuai and
                  Zhaoyong Wang and
                  Lei Ye and
                  Kang Ying and
                  Qing Ye and
                  Ronghui Qu and
                  Haiwen Cai},
  title        = {High {SNR} {\(\Phi\)}-OTDR with Multi-Transverse Modes Heterodyne
                  Matched-Filtering Technology},
  journal      = {Sensors},
  volume       = {21},
  number       = {22},
  pages        = {7460},
  year         = {2021}
}
@article{DBLP:journals/tjs/PasiniGYPL21,
  author       = {Massimiliano Lupo Pasini and
                  Vittorio Gabbi and
                  Junqi Yin and
                  Simona Perotto and
                  Nouamane Laanait},
  title        = {Scalable balanced training of conditional generative adversarial neural
                  networks on image data},
  journal      = {J. Supercomput.},
  volume       = {77},
  number       = {11},
  pages        = {13358--13384},
  year         = {2021}
}
@article{DBLP:journals/tvt/ChenLLLDZYK21,
  author       = {Guang Chen and
                  Fan Lu and
                  Zhijun Li and
                  Yinlong Liu and
                  Jinhu Dong and
                  Junqiao Zhao and
                  Junwei Yu and
                  Alois C. Knoll},
  title        = {Pole-Curb Fusion Based Robust and Efficient Autonomous Vehicle Localization
                  System With Branch-and-Bound Global Optimization and Local Grid Map
                  Method},
  journal      = {{IEEE} Trans. Veh. Technol.},
  volume       = {70},
  number       = {11},
  pages        = {11283--11294},
  year         = {2021}
}
@inproceedings{DBLP:conf/asscc/MengGLYMM21,
  author       = {Xi Meng and
                  Junqi Guo and
                  Haoran Li and
                  Jun Yin and
                  Pui{-}In Mak and
                  Rui Paulo Martins},
  title        = {A 15.2-to-18.2GHz Balanced Dual-Core Inverse-Class-F {VCO} with Q-Enhanced
                  2\({}^{\mbox{nd}}\)-Harmonic Resonance Achieving 187-to-188.1dBc/Hz
                  FoM in 28nm {CMOS}},
  booktitle    = {{A-SSCC}},
  pages        = {1--3},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/csci/PasiniY21,
  author       = {Massimiliano Lupo Pasini and
                  Junqi Yin},
  title        = {Stable Parallel Training of Wasserstein Conditional Generative Adversarial
                  Neural Networks : *Full/Regular Research Paper submission for the
                  symposium {CSCI-ISAI:} Artificial Intelligence},
  booktitle    = {{CSCI}},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/globecom/YinPZLFH21,
  author       = {Pengcheng Yin and
                  Linning Peng and
                  Junqing Zhang and
                  Ming Liu and
                  Hua Fu and
                  Aiqun Hu},
  title        = {{LTE} Device Identification Based on {RF} Fingerprint with Multi-Channel
                  Convolutional Neural Network},
  booktitle    = {{GLOBECOM}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/icpp/SaadiABBBBBCCCC21,
  author       = {Aymen Al Saadi and
                  Dario Alf{\`{e}} and
                  Yadu N. Babuji and
                  Agastya Bhati and
                  Ben Blaiszik and
                  Alexander Brace and
                  Thomas S. Brettin and
                  Kyle Chard and
                  Ryan Chard and
                  Austin Clyde and
                  Peter V. Coveney and
                  Ian T. Foster and
                  Tom Gibbs and
                  Shantenu Jha and
                  Kristopher Keipert and
                  Dieter Kranzlm{\"{u}}ller and
                  Thorsten Kurth and
                  Hyungro Lee and
                  Zhuozhao Li and
                  Heng Ma and
                  Gerald Mathias and
                  Andr{\'{e}} Merzky and
                  Alexander Partin and
                  Arvind Ramanathan and
                  Ashka Shah and
                  Abraham C. Stern and
                  Rick Stevens and
                  Li Tan and
                  Mikhail Titov and
                  Anda Trifan and
                  Aristeidis Tsaris and
                  Matteo Turilli and
                  Huub J. J. Van Dam and
                  Shunzhou Wan and
                  David Wifling and
                  Junqi Yin},
  title        = {{IMPECCABLE:} Integrated Modeling PipelinE for {COVID} Cure by Assessing
                  Better LEads},
  booktitle    = {{ICPP}},
  pages        = {40:1--40:12},
  publisher    = {{ACM}},
  year         = {2021}
}
@inproceedings{DBLP:conf/mir/SongWYTYC21,
  author       = {Zikai Song and
                  Zhiwen Wan and
                  Wei Yuan and
                  Ying Tang and
                  Junqing Yu and
                  Yi{-}Ping Phoebe Chen},
  title        = {Distractor-Aware Tracker with a Domain-Special Optimized Benchmark
                  for Soccer Player Tracking},
  booktitle    = {{ICMR}},
  pages        = {276--284},
  publisher    = {{ACM}},
  year         = {2021}
}
@inproceedings{DBLP:conf/mlhpc-ws/BrewerMBJWPYA21,
  author       = {Wesley Brewer and
                  Daniel Mart{\'{\i}}nez and
                  Mathew Boyer and
                  Dylan Jude and
                  Andy Wissink and
                  Ben Parsons and
                  Junqi Yin and
                  Valentine Anantharaj},
  title        = {Production Deployment of Machine-Learned Rotorcraft Surrogate Models
                  on {HPC}},
  booktitle    = {MLHPC@SC},
  pages        = {21--32},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/mlhpc-ws/FarrellEBDDFFKK21,
  author       = {Steven Farrell and
                  Murali Emani and
                  Jacob Balma and
                  Lukas Drescher and
                  Aleksandr Drozd and
                  Andreas Fink and
                  Geoffrey C. Fox and
                  David Kanter and
                  Thorsten Kurth and
                  Peter Mattson and
                  Dawei Mu and
                  Amit Ruhela and
                  Kento Sato and
                  Koichi Shirahata and
                  Tsuguchika Tabaru and
                  Aristeidis Tsaris and
                  Jan Balewski and
                  Ben Cumming and
                  Takumi Danjo and
                  Jens Domke and
                  Takaaki Fukai and
                  Naoto Fukumoto and
                  Tatsuya Fukushi and
                  Balazs Gerofi and
                  Takumi Honda and
                  Toshiyuki Imamura and
                  Akihiko Kasagi and
                  Kentaro Kawakami and
                  Shuhei Kudo and
                  Akiyoshi Kuroda and
                  Maxime Martinasso and
                  Satoshi Matsuoka and
                  Henrique Mendon{\c{c}}a and
                  Kazuki Minami and
                  Prabhat Ram and
                  Takashi Sawada and
                  Mallikarjun Shankar and
                  Tom St. John and
                  Akihiro Tabuchi and
                  Venkatram Vishwanath and
                  Mohamed Wahib and
                  Masafumi Yamazaki and
                  Junqi Yin},
  title        = {MLPerf{\texttrademark} {HPC:} {A} Holistic Benchmark Suite for Scientific
                  Machine Learning on {HPC} Systems},
  booktitle    = {MLHPC@SC},
  pages        = {33--45},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/rcar/QuSZLMW21,
  author       = {Junqi Qu and
                  Gongwu Sun and
                  Jun Zhang and
                  Xinguang Li and
                  Ying Mao and
                  Junxuan Wang},
  title        = {Optimality analysis for formation of Multi-AUV cooperative positioning
                  based on genetic algorithm},
  booktitle    = {{RCAR}},
  pages        = {578--583},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/sc/DashYSWF21,
  author       = {Sajal Dash and
                  Junqi Yin and
                  Mallikarjun Shankar and
                  Feiyi Wang and
                  Wu{-}chun Feng},
  title        = {Mitigating Catastrophic Forgetting in Deep Learning in a Streaming
                  Setting Using Historical Summary},
  booktitle    = {DRBSD@SC},
  pages        = {11--18},
  publisher    = {{IEEE}},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2101-09469,
  author       = {Junqiu Wei and
                  Qun Liu and
                  Yinpeng Guo and
                  Xin Jiang},
  title        = {Training Multilingual Pre-trained Language Model with Byte-level Subwords},
  journal      = {CoRR},
  volume       = {abs/2101.09469},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2102-10485,
  author       = {Massimiliano Lupo Pasini and
                  Vittorio Gabbi and
                  Junqi Yin and
                  Simona Perotto and
                  Nouamane Laanait},
  title        = {Scalable Balanced Training of Conditional Generative Adversarial Neural
                  Networks on Image Data},
  journal      = {CoRR},
  volume       = {abs/2102.10485},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2109-05598,
  author       = {Junqi Yin and
                  Zongrui Pei and
                  Michael C. Gao},
  title        = {Neural network based order parameter for phase transitions and its
                  applications in high-entropy alloys},
  journal      = {CoRR},
  volume       = {abs/2109.05598},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2110-11466,
  author       = {Steven Farrell and
                  Murali Emani and
                  Jacob Balma and
                  Lukas Drescher and
                  Aleksandr Drozd and
                  Andreas Fink and
                  Geoffrey C. Fox and
                  David Kanter and
                  Thorsten Kurth and
                  Peter Mattson and
                  Dawei Mu and
                  Amit Ruhela and
                  Kento Sato and
                  Koichi Shirahata and
                  Tsuguchika Tabaru and
                  Aristeidis Tsaris and
                  Jan Balewski and
                  Ben Cumming and
                  Takumi Danjo and
                  Jens Domke and
                  Takaaki Fukai and
                  Naoto Fukumoto and
                  Tatsuya Fukushi and
                  Balazs Gerofi and
                  Takumi Honda and
                  Toshiyuki Imamura and
                  Akihiko Kasagi and
                  Kentaro Kawakami and
                  Shuhei Kudo and
                  Akiyoshi Kuroda and
                  Maxime Martinasso and
                  Satoshi Matsuoka and
                  Henrique Mendon{\c{c}}a and
                  Kazuki Minami and
                  Prabhat Ram and
                  Takashi Sawada and
                  Mallikarjun Shankar and
                  Tom St. John and
                  Akihiro Tabuchi and
                  Venkatram Vishwanath and
                  Mohamed Wahib and
                  Masafumi Yamazaki and
                  Junqi Yin},
  title        = {MLPerf {HPC:} {A} Holistic Benchmark Suite for Scientific Machine
                  Learning on {HPC} Systems},
  journal      = {CoRR},
  volume       = {abs/2110.11466},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2110-14813,
  author       = {Massimiliano Lupo Pasini and
                  Junqi Yin and
                  Viktor Reshniak and
                  Miroslav Stoyanov},
  title        = {Stable Anderson Acceleration for Deep Learning},
  journal      = {CoRR},
  volume       = {abs/2110.14813},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2111-12386,
  author       = {Yujie Wang and
                  Junqin Huang and
                  Mengya Gao and
                  Yichao Wu and
                  Zhenfei Yin and
                  Ding Liang and
                  Junjie Yan},
  title        = {One to Transfer All: {A} Universal Transfer Framework for Vision Foundation
                  Model with Few Data},
  journal      = {CoRR},
  volume       = {abs/2111.12386},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2111-13838,
  author       = {Jiafeng Cui and
                  Tengfei Huang and
                  Yingfeng Cai and
                  Junqiao Zhao and
                  Lu Xiong and
                  Zhuoping Yu},
  title        = {{DSC:} Deep Scan Context Descriptor for Large-Scale Place Recognition},
  journal      = {CoRR},
  volume       = {abs/2111.13838},
  year         = {2021}
}
@article{DBLP:journals/adhoc/GaoZLG20,
  author       = {Junqi Gao and
                  Jiaqi Zhen and
                  Yingnan Lv and
                  Baoyu Guo},
  title        = {Beamforming technique based on adaptive diagonal loading in wireless
                  access networks},
  journal      = {Ad Hoc Networks},
  volume       = {107},
  pages        = {102249},
  year         = {2020}
}
@article{DBLP:journals/candie/WangWY20a,
  author       = {Yan Wang and
                  Junqiang Wang and
                  Yunqiang Yin},
  title        = {Multitasking scheduling and due date assignment with deterioration
                  effect and efficiency promotion},
  journal      = {Comput. Ind. Eng.},
  volume       = {146},
  pages        = {106569},
  year         = {2020}
}
@article{DBLP:journals/jcisd/AcharyaABBBBBCC20,
  author       = {Atanu Acharya and
                  Rupesh Agarwal and
                  Matthew B. Baker and
                  J{\'{e}}r{\^{o}}me Baudry and
                  Debsindhu Bhowmik and
                  Swen B{\"{o}}hm and
                  Kendall G. Byler and
                  Sam Yen{-}Chi Chen and
                  Leighton Coates and
                  Connor J. Cooper and
                  Omar Demerdash and
                  Isabella Daidone and
                  John D. Eblen and
                  Sally R. Ellingson and
                  Stefano Forli and
                  Jens Glaser and
                  James C. Gumbart and
                  John Gunnels and
                  Oscar R. Hernandez and
                  Stephan Irle and
                  Daniel W. Kneller and
                  Andrey Kovalevsky and
                  Jeffrey M. Larkin and
                  Travis J. Lawrence and
                  Scott LeGrand and
                  Shih{-}Hsien Liu and
                  Julie C. Mitchell and
                  Gilchan Park and
                  Jerry M. Parks and
                  Anna Pavlova and
                  Loukas Petridis and
                  Duncan Poole and
                  Line Pouchard and
                  Arvind Ramanathan and
                  David M. Rogers and
                  Diogo Santos{-}Martins and
                  Aaron Scheinberg and
                  Ada Sedova and
                  Yue Shen and
                  Jeremy C. Smith and
                  Micholas Dean Smith and
                  Carlos Soto and
                  Aristides Tsaris and
                  Mathialakan Thavappiragasam and
                  Andreas F. Tillack and
                  Josh Vincent Vermaas and
                  Van Quan Vuong and
                  Junqi Yin and
                  Shinjae Yoo and
                  Mai Zahran and
                  Laura Zanetti Polzi},
  title        = {Supercomputer-Based Ensemble Docking Drug Discovery Pipeline with
                  Application to Covid-19},
  journal      = {J. Chem. Inf. Model.},
  volume       = {60},
  number       = {12},
  pages        = {5832--5852},
  year         = {2020}
}
@article{DBLP:journals/mlst/OxleyYBSZLJVK20,
  author       = {M. P. Oxley and
                  Junqi Yin and
                  N. Borodinov and
                  Suhas Somnath and
                  Maxim A. Ziatdinov and
                  Andrew R. Lupini and
                  Stephen Jesse and
                  Rama K. Vasudevan and
                  Sergei V. Kalinin},
  title        = {Deep learning of interface structures from simulated 4D {STEM} data:
                  cation intermixing vs. roughening},
  journal      = {Mach. Learn. Sci. Technol.},
  volume       = {1},
  number       = {4},
  pages        = {04},
  year         = {2020}
}
@article{DBLP:journals/siamam/ChenLZ20,
  author       = {Junqing Chen and
                  Ying Liang and
                  Jun Zou},
  title        = {Mathematical and Numerical Study of a Three-Dimensional Inverse Eddy
                  Current Problem},
  journal      = {{SIAM} J. Appl. Math.},
  volume       = {80},
  number       = {3},
  pages        = {1467--1492},
  year         = {2020}
}
@article{DBLP:journals/spe/YuHGC20,
  author       = {Xiao Yu and
                  Congcong Han and
                  Junqi Guo and
                  Yinghe Chen},
  title        = {The role of superior image composition in children's analogical reasoning},
  journal      = {Softw. Pract. Exp.},
  volume       = {50},
  number       = {11},
  pages        = {2082--2094},
  year         = {2020}
}
@article{DBLP:journals/symmetry/LiYZ20,
  author       = {Junqiang Li and
                  Jingyi Yi and
                  Yingmei Zhao},
  title        = {Effective Boundary of Innovation Subsidy: Searching by Stochastic
                  Evolutionary Game Model},
  journal      = {Symmetry},
  volume       = {12},
  number       = {9},
  pages        = {1531},
  year         = {2020}
}
@article{DBLP:journals/tii/LinHZHCL20,
  author       = {Bing Lin and
                  Yinhao Huang and
                  Jianshan Zhang and
                  Junqin Hu and
                  Xing Chen and
                  Jun Li},
  title        = {Cost-Driven Off-Loading for DNN-Based Applications Over Cloud, Edge,
                  and End Devices},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {16},
  number       = {8},
  pages        = {5456--5466},
  year         = {2020}
}
@inproceedings{DBLP:conf/i2mtc/WangSGS20,
  author       = {Jiazeng Wang and
                  Ying Shen and
                  Junqi Gao and
                  Lingsi Sun},
  title        = {Magnetic moment direction estimation based on magnetic anomaly signature
                  analysis},
  booktitle    = {{I2MTC}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/icetc/WuCXY20,
  author       = {Chi Wu and
                  Yuxi Chen and
                  Ying Xiong and
                  Junqing Yu},
  title        = {Key Techniques of Automatic Question-Answering Customer Service System
                  in College Informatization Domain},
  booktitle    = {{ICETC}},
  pages        = {133--140},
  publisher    = {{ACM}},
  year         = {2020}
}
@inproceedings{DBLP:conf/nems/LiuZLGW20,
  author       = {Yingming Liu and
                  Changhui Zhao and
                  Junqi Lin and
                  Huimin Gong and
                  Fei Wang},
  title        = {Classification and Concentration Prediction of {VOC} Gases Based on
                  Sensor Array with Machine Learning Algorithms},
  booktitle    = {{NEMS}},
  pages        = {295--300},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/smc2/ArchibaldCDD0FL20,
  author       = {Rick Archibald and
                  Edmond Chow and
                  Eduardo F. D'Azevedo and
                  Jack J. Dongarra and
                  Markus Eisenbach and
                  Rocco Febbo and
                  Florent Lopez and
                  Daniel Nichols and
                  Stanimire Tomov and
                  Kwai Wong and
                  Junqi Yin},
  title        = {Integrating Deep Learning in Domain Sciences at Exascale},
  booktitle    = {{SMC}},
  series       = {Communications in Computer and Information Science},
  volume       = {1315},
  pages        = {35--50},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/smc2/HernandezSYLEEK20,
  author       = {Benjam{\'{\i}}n Hern{\'{a}}ndez and
                  Suhas Somnath and
                  Junqi Yin and
                  Hao Lu and
                  Joe Eaton and
                  Peter Entschev and
                  John Kirkham and
                  Zahra Ronaghi},
  title        = {Performance Evaluation of Python Based Data Analytics Frameworks in
                  Summit: Early Experiences},
  booktitle    = {{SMC}},
  series       = {Communications in Computer and Information Science},
  volume       = {1315},
  pages        = {366--380},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/smc2/McClureYAMWVWBR20,
  author       = {James E. McClure and
                  Junqi Yin and
                  Ryan T. Armstrong and
                  Ketan C. Maheshwari and
                  Sean R. Wilkinson and
                  Lucas Vlcek and
                  Ying Da Wang and
                  Mark A. Berrill and
                  Mark Rivers},
  title        = {Toward Real-Time Analysis of Synchrotron Micro-Tomography Data: Accelerating
                  Experimental Workflows with {AI} and {HPC}},
  booktitle    = {{SMC}},
  series       = {Communications in Computer and Information Science},
  volume       = {1315},
  pages        = {226--239},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/smc2/Parete-KoonPGZD20,
  author       = {Suzanne Parete{-}Koon and
                  Peter F. Peterson and
                  Garrett E. Granroth and
                  Wenduo Zhou and
                  Pravallika Devineni and
                  Nouamane Laanait and
                  Junqi Yin and
                  Albina Y. Borisevich and
                  Ketan Maheshwari and
                  Melissa R. Allen{-}Dumas and
                  Srinath Ravulaparthy and
                  Kuldeep R. Kurte and
                  Jibo Sanyal and
                  Anne Berres and
                  Olivera Kotevska and
                  Folami Alamudun and
                  Keith Gray and
                  Max Grossman and
                  Anar Yusifov and
                  Ioana Danciu and
                  Gil Alterovitz and
                  Dasha Herrmannova},
  title        = {Smoky Mountain Data Challenge 2020: An Open Call to Solve Data Problems
                  in the Areas of Neutron Science, Material Science, Urban Modeling
                  and Dynamics, Geophysics, and Biomedical Informatics},
  booktitle    = {{SMC}},
  series       = {Communications in Computer and Information Science},
  volume       = {1315},
  pages        = {425--442},
  publisher    = {Springer},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2009-00363,
  author       = {Kun Xiao and
                  Junqi Lu and
                  Ying Nie and
                  Lan Ma and
                  Xiangke Wang and
                  Guohui Wang},
  title        = {A Benchmark for Multi-UAV Task Assignment of an Extended Team Orienteering
                  Problem},
  journal      = {CoRR},
  volume       = {abs/2009.00363},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2010-06574,
  author       = {Aymen Al Saadi and
                  Dario Alf{\`{e}} and
                  Yadu N. Babuji and
                  Agastya Bhati and
                  Ben Blaiszik and
                  Thomas S. Brettin and
                  Kyle Chard and
                  Ryan Chard and
                  Peter V. Coveney and
                  Anda Trifan and
                  Alex Brace and
                  Austin Clyde and
                  Ian T. Foster and
                  Tom Gibbs and
                  Shantenu Jha and
                  Kristopher Keipert and
                  Thorsten Kurth and
                  Dieter Kranzlm{\"{u}}ller and
                  Hyungro Lee and
                  Zhuozhao Li and
                  Heng Ma and
                  Andr{\'{e}} Merzky and
                  Gerald Mathias and
                  Alexander Partin and
                  Junqi Yin and
                  Arvind Ramanathan and
                  Ashka Shah and
                  Abraham C. Stern and
                  Rick Stevens and
                  Li Tan and
                  Mikhail Titov and
                  Aristeidis Tsaris and
                  Matteo Turilli and
                  Huub J. J. Van Dam and
                  Shunzhou Wan and
                  David Wifling},
  title        = {{IMPECCABLE:} Integrated Modeling PipelinE for {COVID} Cure by Assessing
                  Better LEads},
  journal      = {CoRR},
  volume       = {abs/2010.06574},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2011-11188,
  author       = {Rick Archibald and
                  Edmond Chow and
                  Eduardo F. D'Azevedo and
                  Jack J. Dongarra and
                  Markus Eisenbach and
                  Rocco Febbo and
                  Florent Lopez and
                  Daniel Nichols and
                  Stanimire Tomov and
                  Kwai Wong and
                  Junqi Yin},
  title        = {Integrating Deep Learning in Domain Sciences at Exascale},
  journal      = {CoRR},
  volume       = {abs/2011.11188},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2012-01839,
  author       = {Jean{-}Roch Vlimant and
                  Junqi Yin},
  title        = {Distributed Training and Optimization Of Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2012.01839},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2012-09272,
  author       = {Shubhankar Gahlot and
                  Junqi Yin and
                  Mallikarjun Shankar},
  title        = {Data optimization for large batch distributed training of deep neural
                  networks},
  journal      = {CoRR},
  volume       = {abs/2012.09272},
  year         = {2020}
}
@article{DBLP:journals/access/HaoLDSDZ19,
  author       = {Jian{-}Hua Hao and
                  Junqing Li and
                  Yu Du and
                  Mei{-}xian Song and
                  Peng Duan and
                  Ying{-}Yu Zhang},
  title        = {Solving Distributed Hybrid Flowshop Scheduling Problems by a Hybrid
                  Brain Storm Optimization Algorithm},
  journal      = {{IEEE} Access},
  volume       = {7},
  pages        = {66879--66894},
  year         = {2019}
}
@article{DBLP:journals/ijcbdd/ZhangWXYMCZ19,
  author       = {Silu Zhang and
                  Junqing Wang and
                  Keli Xu and
                  Megan M. York and
                  Yin{-}yuan Mo and
                  Yixin Chen and
                  Yunyun Zhou},
  title        = {A comparative study of multiclass feature selection on RNAseq and
                  microarray data},
  journal      = {Int. J. Comput. Biol. Drug Des.},
  volume       = {12},
  number       = {2},
  pages        = {128--142},
  year         = {2019}
}
@article{DBLP:journals/sensors/ZhangLJJLLSWC19,
  author       = {Yang Zhang and
                  Yaolin Liu and
                  Manqi Jin and
                  Ying Jing and
                  Yi Liu and
                  Yanfang Liu and
                  Wei Sun and
                  Junqing Wei and
                  Yiyun Chen},
  title        = {Monitoring Land Subsidence in Wuhan City (China) using the SBAS-InSAR
                  Method with Radarsat-2 Imagery Data},
  journal      = {Sensors},
  volume       = {19},
  number       = {3},
  pages        = {743},
  year         = {2019}
}
@article{DBLP:journals/tcad/YuanCWZXH19,
  author       = {Junqi Yuan and
                  Jialing Chen and
                  Lingli Wang and
                  Xuegong Zhou and
                  Yinshui Xia and
                  Jianping Hu},
  title        = {{ARBSA:} Adaptive Range-Based Simulated Annealing for {FPGA} Placement},
  journal      = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
  volume       = {38},
  number       = {12},
  pages        = {2330--2342},
  year         = {2019}
}
@inproceedings{DBLP:conf/ispa/HuangLZHMC19,
  author       = {Yinhao Huang and
                  Bing Lin and
                  Yongjie Zheng and
                  Junqin Hu and
                  Yuchang Mo and
                  Xing Chen},
  title        = {Cost Efficient Offloading Strategy for DNN-Based Applications in Edge-Cloud
                  Environment},
  booktitle    = {ISPA/BDCloud/SocialCom/SustainCom},
  pages        = {331--337},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/sc/YinGLMMDS19,
  author       = {Junqi Yin and
                  Shubhankar Gahlot and
                  Nouamane Laanait and
                  Ketan Maheshwari and
                  Jack Morrison and
                  Sajal Dash and
                  Mallikarjun Shankar},
  title        = {Strategies to Deploy and Scale Deep Learning on the Summit Supercomputer},
  booktitle    = {DLS@SC},
  pages        = {84--94},
  publisher    = {{IEEE}},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1907-13306,
  author       = {Bin Lin and
                  Yinhao Huang and
                  Jianshan Zhang and
                  Junqin Hu and
                  Xing Chen and
                  Jun Li},
  title        = {Cost-Driven Offloading for DNN-based Applications over Cloud, Edge
                  and End Devices},
  journal      = {CoRR},
  volume       = {abs/1907.13306},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1908-06405,
  author       = {Zhaoming Yin and
                  Anbang Ruan and
                  Ming Wei and
                  Huafeng Li and
                  Kai Yuan and
                  Junqing Wang and
                  Yahui Wang and
                  Ming Ni and
                  Andrew P. Martin},
  title        = {StreamNet: {A} {DAG} System with Streaming Graph Computing},
  journal      = {CoRR},
  volume       = {abs/1908.06405},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1908-08683,
  author       = {Junqing Chen and
                  Ying Liang and
                  Jun Zou},
  title        = {Mathematical and numerical study of a three-dimensional inverse eddy
                  current problem},
  journal      = {CoRR},
  volume       = {abs/1908.08683},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1909-03306,
  author       = {Massimiliano Lupo Pasini and
                  Junqi Yin and
                  Ying Wai Li and
                  Markus Eisenbach},
  title        = {A greedy constructive algorithm for the optimization of neural network
                  architectures},
  journal      = {CoRR},
  volume       = {abs/1909.03306},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1909-11150,
  author       = {Nouamane Laanait and
                  Joshua Romero and
                  Junqi Yin and
                  M. Todd Young and
                  Sean Treichler and
                  Vitalii Starchenko and
                  Albina Y. Borisevich and
                  Alex Sergeev and
                  Michael A. Matheson},
  title        = {Exascale Deep Learning for Scientific Inverse Problems},
  journal      = {CoRR},
  volume       = {abs/1909.11150},
  year         = {2019}
}
@inproceedings{DBLP:conf/iiki/HongGDY18,
  author       = {Muzhu Hong and
                  Junqi Guo and
                  Yazhu Dai and
                  Zhaoyang Yin},
  title        = {A novel {FMH} model for road extraction from high-resolution remote
                  sensing images in urban areas},
  booktitle    = {{IIKI}},
  series       = {Procedia Computer Science},
  volume       = {147},
  pages        = {49--55},
  publisher    = {Elsevier},
  year         = {2018}
}
@inproceedings{DBLP:conf/kdd/ZhouZSFZMYJLG18,
  author       = {Guorui Zhou and
                  Xiaoqiang Zhu and
                  Chengru Song and
                  Ying Fan and
                  Han Zhu and
                  Xiao Ma and
                  Yanghui Yan and
                  Junqi Jin and
                  Han Li and
                  Kun Gai},
  title        = {Deep Interest Network for Click-Through Rate Prediction},
  booktitle    = {{KDD}},
  pages        = {1059--1068},
  publisher    = {{ACM}},
  year         = {2018}
}
@inproceedings{DBLP:conf/sc/VazhkudaiSBGSKZ18,
  author       = {Sudharshan S. Vazhkudai and
                  Bronis R. de Supinski and
                  Arthur S. Bland and
                  Al Geist and
                  James C. Sexton and
                  Jim Kahle and
                  Christopher Zimmer and
                  Scott Atchley and
                  Sarp Oral and
                  Don E. Maxwell and
                  Ver{\'{o}}nica G. Vergara Larrea and
                  Adam Bertsch and
                  Robin Goldstone and
                  Wayne Joubert and
                  Chris Chambreau and
                  David Appelhans and
                  Robert Blackmore and
                  Ben Casses and
                  George Chochia and
                  Gene Davison and
                  Matthew A. Ezell and
                  Tom Gooding and
                  Elsa Gonsiorowski and
                  Leopold Grinberg and
                  Bill Hanson and
                  Bill Hartner and
                  Ian Karlin and
                  Matthew L. Leininger and
                  Dustin Leverman and
                  Chris Marroquin and
                  Adam Moody and
                  Martin Ohmacht and
                  Ramesh Pankajakshan and
                  Fernando Pizzano and
                  James H. Rogers and
                  Bryan S. Rosenburg and
                  Drew Schmidt and
                  Mallikarjun Shankar and
                  Feiyi Wang and
                  Py Watson and
                  Bob Walkup and
                  Lance D. Weems and
                  Junqi Yin},
  title        = {The design, deployment, and evaluation of the {CORAL} pre-exascale
                  systems},
  booktitle    = {{SC}},
  pages        = {52:1--52:12},
  publisher    = {{IEEE} / {ACM}},
  year         = {2018}
}
@inproceedings{DBLP:conf/sigir/LiCCHZF18,
  author       = {Lei Li and
                  Junqi Chi and
                  Moye Chen and
                  Zuying Huang and
                  Yingqi Zhu and
                  Xiangling Fu},
  title        = {CIST@CLSciSumm-18: Methods for Computational Linguistics Scientific
                  Citation Linkage, Facet Classification and Summarization},
  booktitle    = {BIRNDL@SIGIR},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2132},
  pages        = {84--95},
  publisher    = {CEUR-WS.org},
  year         = {2018}
}
@inproceedings{DBLP:conf/tale/GaoPYHW18,
  author       = {Yayu Gao and
                  Junqing Peng and
                  Yachao Yin and
                  Xiaojun Hei and
                  Di Wu},
  title        = {Developing Wireless Networking Labs for {MOOC} Learners on an Online
                  Programming Platform},
  booktitle    = {{TALE}},
  pages        = {1154--1157},
  publisher    = {{IEEE}},
  year         = {2018}
}
@inproceedings{DBLP:conf/tale/GaoPYHW18a,
  author       = {Yayu Gao and
                  Junqing Peng and
                  Yachao Yin and
                  Xiaojun Hei and
                  Xiaoyan Wang},
  title        = {Improving a Software/Hardware Integrated Computer Networking Laboratory
                  Course},
  booktitle    = {{TALE}},
  pages        = {1189--1192},
  publisher    = {{IEEE}},
  year         = {2018}
}
@article{DBLP:journals/corr/abs-1803-06282,
  author       = {Yingyu Zhang and
                  Bing Zeng and
                  Yuanzhen Li and
                  Junqing Li},
  title        = {A mullti- or many- objective evolutionary algorithm with global loop
                  update},
  journal      = {CoRR},
  volume       = {abs/1803.06282},
  year         = {2018}
}
@article{DBLP:journals/corr/abs-1811-02287,
  author       = {Drew Schmidt and
                  Junqi Yin and
                  Michael A. Matheson and
                  Bronson Messer and
                  Mallikarjun Shankar},
  title        = {Defining Big Data Analytics Benchmarks for Next Generation Supercomputers},
  journal      = {CoRR},
  volume       = {abs/1811.02287},
  year         = {2018}
}
@article{DBLP:journals/comcom/ZhangLLJYC17,
  author       = {Shiwen Zhang and
                  Yaping Lin and
                  Qin Liu and
                  Junqiang Jiang and
                  Bo Yin and
                  Kim{-}Kwang Raymond Choo},
  title        = {Secure hitch in location based social networks},
  journal      = {Comput. Commun.},
  volume       = {100},
  pages        = {65--77},
  year         = {2017}
}
@article{DBLP:journals/digearth/DuHFLYY17,
  author       = {Jiaqiang Du and
                  Ping He and
                  Shifeng Fang and
                  Weiling Liu and
                  Xinjie Yuan and
                  Junqi Yin},
  title        = {Autumn {NDVI} contributes more and more to vegetation improvement
                  in the growing season across the Tibetan Plateau},
  journal      = {Int. J. Digit. Earth},
  volume       = {10},
  number       = {11},
  pages        = {1098--1117},
  year         = {2017}
}
@article{DBLP:journals/eor/WangFZZL17,
  author       = {Jun{-}Qiang Wang and
                  Guo{-}qiang Fan and
                  Yingqian Zhang and
                  Cheng{-}Wu Zhang and
                  Joseph Y.{-}T. Leung},
  title        = {Two-agent scheduling on a single parallel-batching machine with equal
                  processing time and non-identical job sizes},
  journal      = {Eur. J. Oper. Res.},
  volume       = {258},
  number       = {2},
  pages        = {478--490},
  year         = {2017}
}
@inproceedings{DBLP:conf/fpt/YuanWZXH17,
  author       = {Junqi Yuan and
                  Lingli Wang and
                  Xuegong Zhou and
                  Yinshui Xia and
                  Jianping Hu},
  title        = {{RBSA:} Range-based simulated annealing for {FPGA} placement},
  booktitle    = {{FPT}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2017}
}
@article{DBLP:journals/candie/WangCZH16,
  author       = {Junqiang Wang and
                  Jian Chen and
                  Yingqian Zhang and
                  George Q. Huang},
  title        = {Schedule-based execution bottleneck identification in a job shop},
  journal      = {Comput. Ind. Eng.},
  volume       = {98},
  pages        = {308--322},
  year         = {2016}
}
@article{DBLP:journals/jms/ChiouYL16,
  author       = {Shin{-}Yan Chiou and
                  Zhaoqin Ying and
                  Junqiang Liu},
  title        = {Improvement of a Privacy Authentication Scheme Based on Cloud for
                  Medical Environment},
  journal      = {J. Medical Syst.},
  volume       = {40},
  number       = {4},
  pages        = {101:1--101:15},
  year         = {2016}
}
@inproceedings{DBLP:conf/cogsci/ChenKCW16,
  author       = {Junqing Chen and
                  Natalie A. Kacinik and
                  Yingjun Chen and
                  Nianyang Wu},
  title        = {Metaphorical Color Representations of Emotional Concepts in English
                  and Chinese Speakers},
  booktitle    = {CogSci},
  publisher    = {cognitivesciencesociety.org},
  year         = {2016}
}
@inproceedings{DBLP:conf/xsede/YinAMLBHCBS16,
  author       = {Junqi Yin and
                  Thomas Anthony and
                  Jon Marstrander and
                  Yuliang Liu and
                  Chad Burdyshaw and
                  Mitchel D. Horton and
                  Lonnie D. Crosby and
                  R. Glenn Brook and
                  Frank Skidmore},
  title        = {Optimization of non-linear image registration in {AFNI}},
  booktitle    = {{XSEDE}},
  pages        = {6:1--6:6},
  publisher    = {{ACM}},
  year         = {2016}
}
@article{DBLP:journals/aeog/DuSYYAXHL15,
  author       = {Jiaqiang Du and
                  Jianmin Shu and
                  Junqi Yin and
                  Xinjie Yuan and
                  Jiaerheng Ahati and
                  Shanshan Xiong and
                  Ping He and
                  Weiling Liu},
  title        = {Analysis on spatio-temporal trends and drivers in vegetation growth
                  during recent decades in Xinjiang, China},
  journal      = {Int. J. Appl. Earth Obs. Geoinformation},
  volume       = {38},
  pages        = {216--228},
  year         = {2015}
}
@article{DBLP:journals/ijcim/ZhangZWSSY15,
  author       = {Yingfeng Zhang and
                  Geng Zhang and
                  Junqiang Wang and
                  Shudong Sun and
                  Shubin Si and
                  Teng Yang},
  title        = {Real-time information capturing and integration framework of the internet
                  of manufacturing things},
  journal      = {Int. J. Comput. Integr. Manuf.},
  volume       = {28},
  number       = {8},
  pages        = {811--822},
  year         = {2015}
}
@article{DBLP:journals/jcam/YinTSZ15,
  author       = {Fukang Yin and
                  Tian Tian and
                  Junqiang Song and
                  Min Zhu},
  title        = {Spectral methods using Legendre wavelets for nonlinear Klein{\textbackslash}Sine-Gordon
                  equations},
  journal      = {J. Comput. Appl. Math.},
  volume       = {275},
  pages        = {321--334},
  year         = {2015}
}
@inproceedings{DBLP:conf/bcb/YinBCHBSMAL15,
  author       = {Junqi Yin and
                  R. Glenn Brook and
                  Lonnie D. Crosby and
                  Mitchel D. Horton and
                  Chad Burdyshaw and
                  Frank Skidmore and
                  Jon Marstrander and
                  Thomas Anthony and
                  Yuliang Liu},
  title        = {fMRI image registration with AFNI's 3dQwarp},
  booktitle    = {{BCB}},
  pages        = {559--560},
  publisher    = {{ACM}},
  year         = {2015}
}
@inproceedings{DBLP:conf/nbis/YingCL15,
  author       = {Zhaoqin Ying and
                  Shin{-}Yan Chiou and
                  Junqiang Liu},
  title        = {An Efficient Privacy Authentication Scheme Based on Cloud Models for
                  Medical Environment},
  booktitle    = {NBiS},
  pages        = {628--633},
  publisher    = {{IEEE} Computer Society},
  year         = {2015}
}
@inproceedings{DBLP:conf/xsede/BaerPYB15,
  author       = {Troy Baer and
                  Paul Peltz Jr. and
                  Junqi Yin and
                  Edmon Begoli},
  title        = {Integrating apache spark into PBS-Based {HPC} environments},
  booktitle    = {{XSEDE}},
  pages        = {34:1--34:7},
  publisher    = {{ACM}},
  year         = {2015}
}
@inproceedings{DBLP:conf/xsede/KrulewichYBZ15,
  author       = {Daniel Krulewich and
                  Junqi Yin and
                  Brent H. Bundick and
                  Yong Zeng},
  title        = {Performance assessment of real-time estimation of continuous-time
                  stochastic volatility of financial data on GPUs},
  booktitle    = {{XSEDE}},
  pages        = {9:1--9:4},
  publisher    = {{ACM}},
  year         = {2015}
}
@article{DBLP:journals/tem/WangZCGWSQH14,
  author       = {Junqiang Wang and
                  Zhong{-}Tian Zhang and
                  Jian Chen and
                  Yin{-}Zhou Guo and
                  Shuo Wang and
                  Shudong Sun and
                  Ting Qu and
                  George Q. Huang},
  title        = {The TOC-Based Algorithm for Solving Multiple Constraint Resources:
                  {A} Re-examination},
  journal      = {{IEEE} Trans. Engineering Management},
  volume       = {61},
  number       = {1},
  pages        = {138--146},
  year         = {2014}
}
@inproceedings{DBLP:conf/fpt/YanYWLW14,
  author       = {Jian Yan and
                  Junqi Yuan and
                  Ying Wang and
                  Philip H. W. Leong and
                  Lingli Wang},
  title        = {Design space exploration for FPGA-based hybrid multicore architecture},
  booktitle    = {{FPT}},
  pages        = {280--281},
  publisher    = {{IEEE}},
  year         = {2014}
}
@inproceedings{DBLP:conf/itsc/DongXJTLTQ14,
  author       = {Honghui Dong and
                  Xianpeng Xia and
                  Limin Jia and
                  Yin Tian and
                  Haijian Li and
                  Junqing Tang and
                  Yong Qin},
  title        = {Quantitatively analysis of train communication network based on multi-attribute
                  utility function},
  booktitle    = {{ITSC}},
  pages        = {2330--2335},
  publisher    = {{IEEE}},
  year         = {2014}
}
@inproceedings{DBLP:conf/xsede/YinRPDE14,
  author       = {Junqi Yin and
                  Bhanu Rekepalli and
                  Pragneshkumar B. Patel and
                  Chanda Drennen and
                  Annette Summers Engel},
  title        = {Instrumenting Genomic Sequence Analysis Pipeline Mothur on Shared
                  Memory Architecture},
  booktitle    = {{XSEDE}},
  pages        = {19:1--19:4},
  publisher    = {{ACM}},
  year         = {2014}
}
@article{DBLP:journals/jam/SongYCL13,
  author       = {Junqiang Song and
                  Fukang Yin and
                  Xiaoqun Cao and
                  Fengshun Lu},
  title        = {Fractional Variational Iteration Method versus Adomian's Decomposition
                  Method in Some Fractional Partial Differential Equations},
  journal      = {J. Appl. Math.},
  volume       = {2013},
  pages        = {392567:1--392567:10},
  year         = {2013}
}
@article{DBLP:journals/jam/YinSC13,
  author       = {Fukang Yin and
                  Junqiang Song and
                  Xiaoqun Cao},
  title        = {A General Iteration Formula of {VIM} for Fractional Heat- and Wave-Like
                  Equations},
  journal      = {J. Appl. Math.},
  volume       = {2013},
  pages        = {428079:1--428079:9},
  year         = {2013}
}
@article{DBLP:journals/jam/YinSCL13,
  author       = {Fukang Yin and
                  Junqiang Song and
                  Xiaoqun Cao and
                  Fengshun Lu},
  title        = {Couple of the Variational Iteration Method and Legendre Wavelets for
                  Nonlinear Partial Differential Equations},
  journal      = {J. Appl. Math.},
  volume       = {2013},
  pages        = {157956:1--157956:11},
  year         = {2013}
}
@article{DBLP:journals/jzusc/LengSYC13,
  author       = {Hongze Leng and
                  Junqiang Song and
                  Fukang Yin and
                  Xiaoqun Cao},
  title        = {Notes and correspondence on ensemble-based three-dimensional variational
                  filters},
  journal      = {J. Zhejiang Univ. Sci. {C}},
  volume       = {14},
  number       = {8},
  pages        = {634--641},
  year         = {2013}
}
@article{DBLP:journals/cphysics/LuSYZ12,
  author       = {Fengshun Lu and
                  Junqiang Song and
                  Fukang Yin and
                  Xiaoqian Zhu},
  title        = {Performance evaluation of hybrid programming patterns for large {CPU/GPU}
                  heterogeneous clusters},
  journal      = {Comput. Phys. Commun.},
  volume       = {183},
  number       = {6},
  pages        = {1172--1181},
  year         = {2012}
}
@article{DBLP:journals/cphysics/YinL12,
  author       = {Junqi Yin and
                  D. P. Landau},
  title        = {Massively parallel Wang-Landau sampling on multiple GPUs},
  journal      = {Comput. Phys. Commun.},
  volume       = {183},
  number       = {8},
  pages        = {1568--1573},
  year         = {2012}
}
@article{DBLP:journals/jam/YinSLL12,
  author       = {Fukang Yin and
                  Junqiang Song and
                  Fengshun Lu and
                  Hongze Leng},
  title        = {A Coupled Method of Laplace Transform and Legendre Wavelets for Lane-Emden-Type
                  Differential Equations},
  journal      = {J. Appl. Math.},
  volume       = {2012},
  pages        = {163821:1--163821:16},
  year         = {2012}
}
@article{DBLP:journals/candie/ZhaiSWN11,
  author       = {YinNi Zhai and
                  Shudong Sun and
                  Junqiang Wang and
                  GangGang Niu},
  title        = {Job shop bottleneck detection based on orthogonal experiment},
  journal      = {Comput. Ind. Eng.},
  volume       = {61},
  number       = {3},
  pages        = {872--880},
  year         = {2011}
}
@article{DBLP:journals/ieicet/ZhangNXTT11,
  author       = {Junqi Zhang and
                  Lina Ni and
                  Chen Xie and
                  Ying Tan and
                  Zheng Tang},
  title        = {{AMT-PSO:} An Adaptive Magnification Transformation Based Particle
                  Swarm Optimizer},
  journal      = {{IEICE} Trans. Inf. Syst.},
  volume       = {94-D},
  number       = {4},
  pages        = {786--797},
  year         = {2011}
}
@inproceedings{DBLP:conf/bmei/ZhuCYJH11,
  author       = {Jun{-}ying Zhu and
                  Bin Chen and
                  Hui Yan and
                  Jun{-}qiang Jia and
                  Bang{-}xing Han},
  title        = {Rapid identification of peucedanum geographical growing areas through
                  near infrared spectroscopy},
  booktitle    = {{BMEI}},
  pages        = {1772--1776},
  publisher    = {{IEEE}},
  year         = {2011}
}
@inproceedings{DBLP:conf/ieem/WangCWZS11,
  author       = {Junqiang Wang and
                  Jian Chen and
                  Shuo Wang and
                  Yingfeng Zhang and
                  Shudong Sun},
  title        = {Shifting economic bottleneck identification},
  booktitle    = {{IEEM}},
  pages        = {1760--1764},
  publisher    = {{IEEE}},
  year         = {2011}
}
@inproceedings{DBLP:conf/iscid/LiWCHC11,
  author       = {Jun{-}Qing Li and
                  Ying{-}bing Wei and
                  Mei Cai and
                  Hao Huang and
                  Yi{-}zhuo Chen},
  title        = {Empirical Analysis of the Assessment of Computer Laboratory Management
                  Based on {BP} Network Model},
  booktitle    = {{ISCID} {(1)}},
  pages        = {127--130},
  publisher    = {{IEEE} Computer Society},
  year         = {2011}
}
@article{DBLP:journals/ieicet/ZhangTNXT10,
  author       = {Junqi Zhang and
                  Ying Tan and
                  Lina Ni and
                  Chen Xie and
                  Zheng Tang},
  title        = {Hybrid Uniform Distribution of Particle Swarm Optimizer},
  journal      = {{IEICE} Trans. Fundam. Electron. Commun. Comput. Sci.},
  volume       = {93-A},
  number       = {10},
  pages        = {1782--1791},
  year         = {2010}
}
@inproceedings{DBLP:conf/ifip12/ZhangWLLLYJL10,
  author       = {Jinheng Zhang and
                  Junqiang Wang and
                  Yongliang Lv and
                  Jianting Liu and
                  Dapeng Li and
                  Zhenxuan Yao and
                  Xi Jiang and
                  Ying Liu},
  title        = {Study on Vegetable Field Evaluation Index System for Non-Point Source
                  Pollution of Dagu River Basin},
  booktitle    = {{CCTA} {(2)}},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {345},
  pages        = {706--715},
  publisher    = {Springer},
  year         = {2010}
}
@inproceedings{DBLP:conf/swarm/ZhangLT10,
  author       = {Junqi Zhang and
                  Kun Liu and
                  Ying Tan},
  title        = {{KNOB} Particle Swarm Optimizer},
  booktitle    = {{ICSI} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6145},
  pages        = {78--85},
  publisher    = {Springer},
  year         = {2010}
}
@inproceedings{DBLP:conf/swis/ZhangTH09,
  author       = {Junqi Zhang and
                  Ying Tan and
                  Xingui He},
  title        = {Concentric spatial extension based particle swarm optimization inspired
                  by brood sorting in ant colonies},
  booktitle    = {{SIS}},
  pages        = {9--15},
  publisher    = {{IEEE}},
  year         = {2009}
}
@incollection{DBLP:series/sci/TanZ09,
  author       = {Ying Tan and
                  Junqi Zhang},
  title        = {Magnifier Particle Swarm Optimization},
  booktitle    = {Nature-Inspired Algorithms for Optimisation},
  series       = {Studies in Computational Intelligence},
  volume       = {193},
  pages        = {279--298},
  publisher    = {Springer},
  year         = {2009}
}
@proceedings{DBLP:conf/icnc/2009,
  editor       = {Haiying Wang and
                  Kay Soon Low and
                  Kexin Wei and
                  Junqing Sun},
  title        = {Fifth International Conference on Natural Computation, {ICNC} 2009,
                  Tianjian, China, 14-16 August 2009, 6 Volumes},
  publisher    = {{IEEE} Computer Society},
  year         = {2009}
}
@inproceedings{DBLP:conf/cec/ZhangXTH08,
  author       = {Junqi Zhang and
                  Zhongmin Xiao and
                  Ying Tan and
                  Xingui He},
  title        = {Hybrid particle swarm optimizer with advance and retreat strategy
                  and clonal mechanism for global numerical optimization},
  booktitle    = {{IEEE} Congress on Evolutionary Computation},
  pages        = {2059--2066},
  publisher    = {{IEEE}},
  year         = {2008}
}
@inproceedings{DBLP:conf/gecco/ZhangLTH08,
  author       = {Junqi Zhang and
                  Kun Liu and
                  Ying Tan and
                  Xingui He},
  title        = {Allocation of local and global search capabilities of particle in
                  canonical {PSO}},
  booktitle    = {{GECCO}},
  pages        = {165--166},
  publisher    = {{ACM}},
  year         = {2008}
}
@inproceedings{DBLP:conf/gecco/ZhangLTH08a,
  author       = {Junqi Zhang and
                  Kun Liu and
                  Ying Tan and
                  Xingui He},
  title        = {Magnifier particle swarm optimization for numerical optimization},
  booktitle    = {{GECCO}},
  pages        = {167--168},
  publisher    = {{ACM}},
  year         = {2008}
}
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