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)

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)