Lü Shuai, 吕帅

目前指导和协助指导的在读研究生

周瑞凯，男，瑶族，1992年07月生，广西壮族自治区桂林市人。

【学术论文】在国内外期刊和会议上发表学术论文0篇，在审学术论文4篇。

  1. Zhou Ruikai, Li Songlin, Lü Shuai*. From simple to complex: Mitigating the impact of critic accuracy fluctuations by multi-agent. 2024. (Submitted)
  2. Zhou Ruikai, Zhong Taihong, Li Songlin, Lü Shuai*. A Kullback-Leibler divergence perspective on policy gradient methods. 2024. (Submitted)
  3. Zhou Ruikai, Zhong Taihong, Zhu Wenbo, Han Shuai, Lü Shuai*. Influence of Gaussian distribution on performance metrics in continuous reinforcement learning: A case study. 2024. (Submitted)
  4. Zhou Ruikai, Zhu Wenbo, Han Shuai, Kang Meng, Lü Shuai*. Online reinforcement learning exploration method based on visitation count of state-action pairs. 2023. (Submitted)

【荣誉奖励】

【联系方式】

方文思，女，1999年01月生，吉林省公主岭市人。

【学术论文】在国内外期刊和会议上发表学术论文3篇，在审学术论文2篇。

  1. Li Ying, Fang Wensi, Jiang Xuyang, Sun Hang, Li Linlin, Du Wei*. MGRFE-web: A web server for molecular target identification of Alzheimer’s disease based on feature selection. 2023. (Submitted)
  2. Li Ying, Fang Wensi, Zhao Jianing, Yang Xiao, Sun Hang, Du Wei*. Training an end-to-end moonlighting long non-coding RNAs deep learning model based on reinforcement learning. 2023. (Submitted)
  3. Li Ying, Sun Hang, Fang Wensi, Ma Qin, Han Siyu, Rui Wang-Sattler, Du Wei, Yu Qiong. SURE: Screening unlabeled samples for reliable negative samples based on reinforcement learning. Information Sciences, 2023, 629: 299-312. (中科院1区TOP期刊, CCF推荐B类期刊, SCI)
  4. Li Ying, Fang Wensi, Sun Hang, Liu Xiangyu, Du Wei, Liu Yijun, Li Qianqian*. PecidRL: Petition expectation correction and identification based on deep reinforcement learning. Information Processing and Management, 2023, 60(3): 103285. (中科院1区TOP期刊, CCF推荐B类期刊, SCI, IF: 7.4)
  5. Han Siyu, Yang Xiao, Sun Hang, Yang Hu, Zhang Qi, Peng Cheng, Fang Wensi, Li Ying*. LION: An integrated R package for effective prediction of ncRNA–protein interaction. Briefings in Bioinformatics, 2022, 23(6): bbac420. (中科院1区期刊, CCF推荐B类期刊, SCI, IF: 9.5)

【学位论文】

  1. 方文思. 基于强化学习的政府留言板标签更正与识别算法研究[硕士学位论文]. 长春: 吉林大学, 2023.

【荣誉奖励】

【联系方式】

朱文博，女，2000年08月生，吉林省长春市人。

【学术论文】在国内外期刊和会议上发表学术论文1篇，在审学术论文7篇。

  1. Zhu Wenbo, Xiao Wei, Lü Shuai*. Soft-penalty guided exploration in reinforcement learning. 2024. (Submitted)
  2. Long Zehong, Zhu Wenbo, Zhang Yushu, Lü Shuai*, Lin Dajun. Efficient exploration via state distribution discrepancy maximization in deep reinforcement learning. 2024. (Submitted)
  3. Zhu Wenbo, Lü Shuai*, Long Zehong, Wu Junhong. Feature distillation for exploration in reinforcement learning. 2023. (Submitted)
  4. Zhou Ruikai, Zhong Taihong, Zhu Wenbo, Han Shuai, Lü Shuai*. Influence of Gaussian distribution on performance metrics in continuous reinforcement learning: A case study. 2024. (Submitted)
  5. Long Zehong, Zhu Wenbo, Lü Shuai*, Wu Junhong, Zhong Taihong. Breaking the sample efficiency barrier by rethinking experience replay. 2024. (Submitted)
  6. Zhou Ruikai, Zhu Wenbo, Han Shuai, Kang Meng, Lü Shuai*. Online reinforcement learning exploration method based on visitation count of state-action pairs. 2023. (Submitted)
  7. Zhu Sheng, Wu Hao, Shen Chun, Zhu Wenbo, Han Shuai, Lü Shuai*. Actor-critic of multi-agent collaboration on single-agent task. 2024. (Submitted)
  8. Li Jingyao, Lü Shuai, Zhu Wenbo, Li Zhanshan*. Enhancing transferability and discriminability simultaneously for unsupervised domain adaptation. Knowledge-Based Systems, 2022, 247: 108705. (中科院1区TOP期刊, CCF推荐C类期刊, SCI, IF: 8.8)

【荣誉奖励】

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张鑫宇，男，1999年04月生，黑龙江省齐齐哈尔市人。

【学术论文】在国内外期刊和会议上发表学术论文2篇，在审学术论文1篇。

  1. Lü Shuai, Zhang Xinyu, Li Zongze, Li Jingyao*, Kang Meng. Bi-classifier with neighborhood aggregation for unsupervised domain adaptation. 2024. (Submitted)
  2. Zhang Xinyu, Kang Meng, Lü Shuai*. Low category uncertainty and high training potential instance learning for unsupervised domain adaptation. In: Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI 2024), Vancouver, Canada, February 20-27, 2024, 16881-16889. (CCF推荐A类会议)
  3. Lü Shuai, Li Zongze, Zhang Xinyu, Li Jingyao*. Consistency regularization-based mutual alignment for source-free domain adaptation. Expert Systems with Applications, 2024, 241: 122577. (中科院1区TOP期刊, CCF推荐C类期刊, SCI, 目前IF: 7.5)

【荣誉奖励】

【联系方式】

张泽宇，男，2000年09月生，山东省滨州市人。

【学术论文】在国内外期刊和会议上发表学术论文2篇，在审学术论文1篇。

  1. Zhang Zeyu, Shen Chun, Ma Qiang, Kang Meng, Lü Shuai*. Prototype-driven active domain adaptation with density consideration. 2024. (Submitted)
  2. Zhang Zeyu, Shen Chun, Lü Shuai*, Zhang Shaojie. Reconfigurability-aware selection for contrastive active domain adaptation. In: Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024), Jeju Island, South Korea, August 3-9, 2024, 5545-5553. (CCF推荐A类会议)
  3. Zhang Shaojie, Shen Chun, Lü Shuai*, Zhang Zeyu. Reviewing the forgotten classes for domain adaptation of black-box predictors. In: Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI 2024), Vancouver, Canada, February 20-27, 2024, 16830-16837. (CCF推荐A类会议)

【荣誉奖励】

【联系方式】

林炟君，女，2000年08月生，福建省莆田市人。

【学术论文和发明专利】在国内外期刊和会议上发表学术论文0篇，在审学术论文2篇，授权发明专利1项。

  1. Zhong Taihong, Lü Shuai*, Lin Dajun, An Daolong. Mild conservatism Q-learning with adaptive Q-ensemble. 2024. (Submitted)
  2. Long Zehong, Zhu Wenbo, Zhang Yushu, Lü Shuai*, Lin Dajun. Efficient exploration via state distribution discrepancy maximization in deep reinforcement learning. 2024. (Submitted)
  3. 吕帅, 龙泽泓, 钟太鸿, 林炟君. 一种基于SAC强化学习算法的智能运动控制方法. (专利号: ZL 2024 1 0726196.6, 授权公告日: 2024.08.13)

【荣誉奖励】

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张少杰，男，2000年04月生，安徽省合肥市人。

【学术论文】在国内外期刊和会议上发表学术论文2篇，在审学术论文1篇。

  1. Ma Qiang, Lü Shuai, Zhang Shaojie, Wu Junhong, Zhou Wenbo*. Contrastive label self-correction for unsupervised domain adaption. 2024. (Submitted)
  2. Zhang Zeyu, Shen Chun, Lü Shuai*, Zhang Shaojie. Reconfigurability-aware selection for contrastive active domain adaptation. In: Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024), Jeju Island, South Korea, August 3-9, 2024, 5545-5553. (CCF推荐A类会议)
  3. Zhang Shaojie, Shen Chun, Lü Shuai*, Zhang Zeyu. Reviewing the forgotten classes for domain adaptation of black-box predictors. In: Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI 2024), Vancouver, Canada, February 20-27, 2024, 16830-16837. (CCF推荐A类会议)

【荣誉奖励】

【联系方式】

钟太鸿，男，1999年11月生，辽宁省大连市人。

【学术论文和发明专利】在国内外期刊和会议上发表学术论文0篇，在审学术论文5篇，授权发明专利1项。

  1. Zhong Taihong, Lü Shuai*, Lin Dajun, An Daolong. Mild conservatism Q-learning with adaptive Q-ensemble. 2024. (Submitted)
  2. Zhou Ruikai, Zhong Taihong, Li Songlin, Lü Shuai*. A Kullback-Leibler divergence perspective on policy gradient methods. 2024. (Submitted)
  3. Zhou Ruikai, Zhong Taihong, Zhu Wenbo, Han Shuai, Lü Shuai*. Influence of Gaussian distribution on performance metrics in continuous reinforcement learning: A case study. 2024. (Submitted)
  4. Zhong Taihong, Han Shuai, Zhang Yushu, Long Zehong, Lü Shuai*, Wu Junhong. TATRC: Triple actor-critic structure with regularization for better performance. 2024. (Submitted)
  5. Long Zehong, Zhu Wenbo, Lü Shuai*, Wu Junhong, Zhong Taihong. Breaking the sample efficiency barrier by rethinking experience replay. 2024. (Submitted)
  6. 吕帅, 龙泽泓, 钟太鸿, 林炟君. 一种基于SAC强化学习算法的智能运动控制方法. (专利号: ZL 2024 1 0726196.6, 授权公告日: 2024.08.13)

【荣誉奖励】

【联系方式】

吴珺泓，男，2000年09月生，山东省莱西市人。

【学术论文】在国内外期刊和会议上发表学术论文1篇，在审学术论文8篇。

  1. Wu Junhong, Liu Jie, Lü Shuai*. Alternate data augmentation for generalization in reinforcement learning. 2024. (Submitted)
  2. Xiong Xi, Shen Chun, Wu Junhong, Lü Shuai*, Zhang Xiaodan. Combined data augmentation framework for generalizing deep reinforcement learning from pixels. 2024. (Submitted)
  3. Wu Junhong, Liu Jie, Xiong Xi, An Daolong, Lü Shuai*. Focus on primary: Differential diverse data augmentation for generalization in visual reinforcement learning. 2024. (Submitted)
  4. Zhang Yushu, Shen Chun, An Daolong, Wu Junhong, Lü Shuai*. Reinforcement learning with extreme minimum distribution. 2024. (Submitted)
  5. Zhu Wenbo, Lü Shuai*, Long Zehong, Wu Junhong. Feature distillation for exploration in reinforcement learning. 2023. (Submitted)
  6. Ma Qiang, Lü Shuai, Zhang Shaojie, Wu Junhong, Zhou Wenbo*. Contrastive label self-correction for unsupervised domain adaption. 2024. (Submitted)
  7. Zhong Taihong, Han Shuai, Zhang Yushu, Long Zehong, Lü Shuai*, Wu Junhong. TATRC: Triple actor-critic structure with regularization for better performance. 2024. (Submitted)
  8. Long Zehong, Zhu Wenbo, Lü Shuai*, Wu Junhong, Zhong Taihong. Breaking the sample efficiency barrier by rethinking experience replay. 2024. (Submitted)
  9. Zhu Sheng, Shen Chun, Lü Shuai*, Wu Junhong, An Daolong. Double buffers CEM-TD3: More efficient evolution and richer exploration. In: Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI 2024), Vancouver, Canada, February 20-27, 2024, 17193-17201. (CCF推荐A类会议)

【荣誉奖励】

【联系方式】

安道龙，男，1998年10月生，河南省濮阳市人。

【学术论文】在国内外期刊和会议上发表学术论文1篇，在审学术论文4篇。

  1. Zhong Taihong, Lü Shuai*, Lin Dajun, An Daolong. Mild conservatism Q-learning with adaptive Q-ensemble. 2024. (Submitted)
  2. Wu Junhong, Liu Jie, Xiong Xi, An Daolong, Lü Shuai*. Focus on primary: Differential diverse data augmentation for generalization in visual reinforcement learning. 2024. (Submitted)
  3. Zhang Yushu, Shen Chun, An Daolong, Wu Junhong, Lü Shuai*. Reinforcement learning with extreme minimum distribution. 2024. (Submitted)
  4. Shu Man, Lü Shuai*, Gong Xiaoyu, An Daolong, Li Songlin. Double actor-critic with episodic memory. 2024. (Submitted)
  5. Zhu Sheng, Shen Chun, Lü Shuai*, Wu Junhong, An Daolong. Double buffers CEM-TD3: More efficient evolution and richer exploration. In: Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI 2024), Vancouver, Canada, February 20-27, 2024, 17193-17201. (CCF推荐A类会议)

【荣誉奖励】

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李松霖，男，2000年12月生，吉林省长春市人。

【学术论文】在国内外期刊和会议上发表学术论文0篇，在审学术论文3篇。

  1. Zhou Ruikai, Li Songlin, Lü Shuai*. From simple to complex: Mitigating the impact of critic accuracy fluctuations by multi-agent. 2024. (Submitted)
  2. Zhou Ruikai, Zhong Taihong, Li Songlin, Lü Shuai*. A Kullback-Leibler divergence perspective on policy gradient methods. 2024. (Submitted)
  3. Shu Man, Lü Shuai*, Gong Xiaoyu, An Daolong, Li Songlin. Double actor-critic with episodic memory. 2024. (Submitted)

【荣誉奖励】

【联系方式】

袁健会，男，1999年06月生，吉林省长春市人。

【学术论文】在国内外期刊和会议上发表学术论文1篇，在审学术论文0篇。

  1. Li Zhuang, Yuan Jianhui, Li Guixiang, Wang Hao, Li Xingcan, Li Dan, Wang Xinhua*. RSI-YOLO: Object detection method for remote sensing images based on improved YOLO. Sensors, 2023, 23: 6414. (中科院2区期刊, SCI, IF: 3.4)

【荣誉奖励】

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肖威，男，2001年11月生，山东省菏泽市人。

【学术论文】在国内外期刊和会议上发表学术论文0篇，在审学术论文1篇。

  1. Zhu Wenbo, Xiao Wei, Lü Shuai*. Soft-penalty guided exploration in reinforcement learning. 2024. (Submitted)

【荣誉奖励】

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李贵祥，男，2003年04月生，山东省聊城市人。

【学术论文】在国内外期刊和会议上发表学术论文1篇。

  1. Li Zhuang, Yuan Jianhui, Li Guixiang, Wang Hao, Li Xingcan, Li Dan, Wang Xinhua*. RSI-YOLO: Object detection method for remote sensing images based on improved YOLO. Sensors, 2023, 23: 6414. (中科院2区期刊, SCI, IF: 3.4)

【荣誉奖励】

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吴昊，男，2002年02月生，内蒙古自治区额尔古纳市人。

【学术论文】在国内外期刊和会议上发表学术论文0篇，在审学术论文1篇。

  1. Zhu Sheng, Wu Hao, Shen Chun, Zhu Wenbo, Han Shuai, Lü Shuai*. Actor-critic of multi-agent collaboration on single-agent task. 2024. (Submitted)

【荣誉奖励】

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孙耕浩，男，2001年07月生，山东省德州市人。

【荣誉奖励】

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章晓丹，女，2002年01月生，山东省威海市人。

【学术论文】在国内外期刊和会议上发表学术论文0篇，在审学术论文1篇。

  1. Xiong Xi, Shen Chun, Wu Junhong, Lü Shuai*, Zhang Xiaodan. Combined data augmentation framework for generalizing deep reinforcement learning from pixels. 2024. (Submitted)

【荣誉奖励】

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陈黄洋，男，2002年08月生，福建省漳州市人。

【荣誉奖励】

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张涛，男，2002年10月生，河南省濮阳市人。

【荣誉奖励】

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檀磊，男，2000年11月生，安徽省安庆市人。

【学术论文】在国内外期刊和会议上发表学术论文1篇。

  1. 马慧敏*, 檀磊, 张京会, 张鹏飞, 宁孝梅, 刘海秋, 高彦伟. 基于深度学习的合成孔径成像系统共相误差检测研究综述. 量子电子学报, 2022, 39(6): 927-941. (第一作者为指导教师)

【荣誉奖励】

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侯志斌，男，1999年08月生，山东省菏泽市人。

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张顺浩，男，2002年03月生，山东省济南市人。

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巩锦程，男，2002年09月生，山东省淄博市人。

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甄德杰，男，2003年05月生，河北省邢台市人。

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