教师简介

秦景辉，博士，科研博士后

研究领域

自然语言处理，计算机视觉，深度学习，机器学习

获奖及荣誉

PIRM 2018 移动端照片增强比赛第四名

教育背景

2016/09-2020/06 中山大学，数据科学与计算机学院，博士

2012/09-2014/06 中山大学，软件学院，硕士

2008/09-2012/06中山大学，软件学院，学士

工作经历

2020.11-至今 中山大学，计算机学院，科研博士后，导师：林倞

2014.07-2016.8  广州云晫信息科技有限公司 软件工程师

科研项目

(1)中国博士后科学基金第70批面上资助，8万，2021-2023，在研

代表性论著

   Jinghui Qin, Xiaodan Liang, Yining Hong, Jianheng Tang, Liang Lin. “Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks” , The 59th Annual Meeting of the Association for Computational Linguistics(ACL) , 2021. （CCF A类会议, 自然语言处理顶级会议）

   Jinghui Qin, Lihui Lin, Xiaodan Liang, Rumin Zhang, Liang Lin. “Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems”, The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020. （CCF B类会议, 自然语言处理顶级会议）

   Jinghui Qin, Zheng Ye, Jianheng Tang, Xiaodan Liang. “Dynamic Knowledge Routing Network For Target-Guided Open-Domain Conversation”, Thirty-Fourth AAAI Conference on Artificial Intelligence(AAAI), 2020.（CCF A类会议, 人工智能顶级会议）

   Jinghui Qin, Yongjie Huang, Wushao Wen. “Multi-scale feature fusion residual network for Single Image Super-Resolution”, Neurocomputing, 2019.（中科院二区期刊）

   Jinghui Qin, Ziwei Xie, Yukai Shi, Wushao Wen. “Difficulty-aware Image Super Resolution Via Deep Adaptive Dual-Network”, IEEE International Conference on Multimedia and Expo (ICME), 2019.（CCF B 类会议，国际多媒体旗舰会议）

   Jiaqi Chen, Jianheng Tang, Jinghui Qin, Xiaodan Liang, Lingbo Liu, Eric P Xing, Liang Lin. “GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning”, Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. (自然语言处理顶级会议ACL姊妹期刊)

   Lishan Huang, Zheng Ye, Jinghui Qin, Liang Lin, Xiaodan Liang. “GRADE: Automatic Graph-Enhanced Coherence Metric for Evaluating Open-Domain Dialogue Systems” , The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020. （CCF B类会议, 自然语言处理顶级会议）

   Yukai Shi, Jinghui Qin, Pengxu Wei, Wanli Ouyang, Liang Lin. “Perceptual Image Enhancement by Relativistic Discriminant Learning With Cross-Scale Aggregated Representation”, IEEE ACCESS, 2019. （中科院二区期刊）

   Yongjie Huang, Qiping Yang, Jinghui Qin, Wushao Wen. “Phishing URL Detection via CNN and Attention-Based Hierarchical RNN”, 18th IEEE International Conference On Trust, Security And Privacy In Computing And Communications(TrustCom), 2019.（CCF C类会议）

   Chang Wang, Chongwu Dong, Jinghui Qin, Xiaoxing Yang, Wushao Wen. “Energy-efficient Offloading Policy for Resource Allocation in Distributed Mobile Edge Computing”. IEEE Symposium on Computers and Communications (ISCC), 2018.（CCF C类会议）

   Xi Chen, Chongwu Dong, Jinghui Qin, Long Yin, Wushao Wen .“Label-Attentive Hierarchical Network for Document Classification”, 2020 3rd International Conference on Algorithms, Computing and Artificial Intelligence(ACAI), 2020. （EI检索）

   Zijie Li, Jinghui Qin, Wushao Wen. “Delay-guaranteed Task Allocation in Mobile Edge Computing with Balanced Resources Utilization”, 4th International Conference on High Performance Compilation, Computing and Communications (HP3C), 2020.（EI检索）

   Jiaqi Wang, Suilin Mo, Jinghui Qin and Wushao Wen. “Multi-objective Association Rule Mining Algorithm for Correlation Study Between Hypertriglyceridemia and Physical Examination Indicators”.  International Conference on Intelligent Computing, Communication and Data Engineering (ICCDE), 2020. (EI检索)

   Chang Wang, Jinghui Qin, Wushao Wen. “Energy-efficient offloading policy in D2D underlay communication integrated with MEC service”. 4th International Conference on High Performance Compilation, Computing and Communications (HP3C), 2019.（EI检索）

   Yongjie Huang, Jinghui Qin, Wushao Wen. “Phishing URL Detection Via Capsule-Based Neural Network”, IEEE 13th International Conference on Anti-counterfeiting, Security, and Identification (ASID), 2019. (EI检索)