Lü Shuai, 吕帅

在读硕士生

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1篇，在审学术论文8篇。

  1. Li Songlin, Wu Hao, Chen Huangyang, Zhou Wenbo*, Li Jingyao*. Anchor-based perturbation-driven exploration for offline-to-online reinforcement learning. 2025. (Submitted)
  2. Xiao Wei, Li Songlin, An Daolong, Wu Hao, Zhang Xiaodan, Lü Shuai*. Corrected critic and adaptive constraint for offline-to-online reinforcement learning. 2025. (Submitted)
  3. Li Songlin, Xiao Wei, Wu Hao, Zhang Xiaodan, An Daolong, Lü Shuai*. State proficiency-based adaptive fine-tuning for offline-to-online reinforcement learning. 2025. (Submitted)
  4. Wu Hao, Li Songlin, Xiao Wei, Zhong Taihong, Lü Shuai*. Offline-to-online reinforcement learning with triple-intensity policy constraints. 2025. (Submitted)
  5. An Daolong, Shen Chun, Li Songlin, Xiao Wei, Lü Shuai*, Zhou Wenbo*. Result constraint behavior clone for offline reinforcement learning. 2025. (Submitted)
  6. Lin Dajun, Li Songlin, Lü Shuai*, Zhou Wenbo*, Zhong Taihong, An Daolong. WCPC-TD3: Weighted contrastive policy constraint for offline reinforcement learning. 2025. (Submitted)
  7. Zhou Ruikai, Li Songlin, Lü Shuai*. From simple to complex: Mitigating the impact of critic accuracy fluctuations by multi-agent reinforcement learning. 2025. (Submitted)
  8. Zhou Ruikai, Zhong Taihong, Li Songlin, Lü Shuai*. A Kullback-Leibler divergence perspective on policy gradient methods in reinforcement learning. 2025. (Submitted)
  9. Shu Man, Lü Shuai*, Gong Xiaoyu, An Daolong, Li Songlin. Episodic memory-double actor-critic twin delayed deep deterministic policy gradient. Neural Networks, 2025, 187: 107286. (中科院2区TOP期刊, CCF推荐B类期刊, SCI, 目前IF: 6.3)

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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3篇。

  1. Tan Lei, Guo Dong, Fang Wensi, Li Guixiang, Yuan Jianhui, Zhang Xiaodan, Lü Shuai*. Divide and correct: Alternating normalization and prototype alignment for continual test-time adaptation. 2025. (Submitted)
  2. Yuan Jianhui, Zhang Xinyu, Li Guixiang, Tan Lei, Li Jingyao*, Zhou Wenbo*. GRACE: Enhancing source-free universal domain adaptation via gradient-aware contrastive learning and entropy-aware alignment. 2025. (Submitted)
  3. Lü Shuai, Yuan Jianhui, Zhang Xinyu, Zhang Shaojie, Fang Wensi, Li Jingyao*. Pre-trained initialization and memory-enhanced correction for source-free universal domain adaptation. 2025. (Submitted)
  4. 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)

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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6篇。

  1. Xiao Wei, Zhang Tao, Chen Huangyang, Li Jingyao*, Zhou Wenbo*. Q-bounded and adaptive Q-value constraints for offline-to-online reinforcement learning. 2025. (Submitted)
  2. Xiao Wei, Li Songlin, An Daolong, Wu Hao, Zhang Xiaodan, Lü Shuai*. Corrected critic and adaptive constraint for offline-to-online reinforcement learning. 2025. (Submitted)
  3. Li Songlin, Xiao Wei, Wu Hao, Zhang Xiaodan, An Daolong, Lü Shuai*. State proficiency-based adaptive fine-tuning for offline-to-online reinforcement learning. 2025. (Submitted)
  4. Wu Hao, Li Songlin, Xiao Wei, Zhong Taihong, Lü Shuai*. Offline-to-online reinforcement learning with triple-intensity policy constraints. 2025. (Submitted)
  5. An Daolong, Shen Chun, Li Songlin, Xiao Wei, Lü Shuai*, Zhou Wenbo*. Result constraint behavior clone for offline reinforcement learning. 2025. (Submitted)
  6. Zhu Wenbo, Xiao Wei, Lü Shuai*. Soft-penalty guided exploration in reinforcement learning. 2025. (Submitted)

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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2篇，在审学术论文2篇。

  1. Tan Lei, Guo Dong, Fang Wensi, Li Guixiang, Yuan Jianhui, Zhang Xiaodan, Lü Shuai*. Divide and correct: Alternating normalization and prototype alignment for continual test-time adaptation. 2025. (Submitted)
  2. Yuan Jianhui, Zhang Xinyu, Li Guixiang, Tan Lei, Li Jingyao*, Zhou Wenbo*. GRACE: Enhancing source-free universal domain adaptation via gradient-aware contrastive learning and entropy-aware alignment. 2025. (Submitted)
  3. Li Zhuang, Li Guixiang, Song Xiangyang, Wang Xinhua*. EVD-YOLO: An efficient and dynamic framework for multi-scale target detection of underwater organisms. Journal of Ocean University of China, 2025. (中科院2区期刊, SCI, 目前IF: 1.2)
  4. 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)

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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7篇。

  1. Liu Xuejie, Zhang Shunhao, Wu Hao, Hou Zhibin. Non-parametric behavior policy density estimation for offline reinforcement learning. 2025. (Submitted)
  2. Wu Hao, Zhang Shunhao, Chen Huangyang, Zhang Tao, Zhou Wenbo*, Li Jingyao*. UDPBC: Uncertainty-guided dual-perspective behavior cloning for offline-to-online reinforcement learning. 2025. (Submitted)
  3. Li Songlin, Wu Hao, Chen Huangyang, Zhou Wenbo*, Li Jingyao*. Anchor-based perturbation-driven exploration for offline-to-online reinforcement learning. 2025. (Submitted)
  4. Xiao Wei, Li Songlin, An Daolong, Wu Hao, Zhang Xiaodan, Lü Shuai*. Corrected critic and adaptive constraint for offline-to-online reinforcement learning. 2025. (Submitted)
  5. Li Songlin, Xiao Wei, Wu Hao, Zhang Xiaodan, An Daolong, Lü Shuai*. State proficiency-based adaptive fine-tuning for offline-to-online reinforcement learning. 2025. (Submitted)
  6. Wu Hao, Li Songlin, Xiao Wei, Zhong Taihong, Lü Shuai*. Offline-to-online reinforcement learning with triple-intensity policy constraints. 2025. (Submitted)
  7. Zhu Sheng, Wu Hao, Shen Chun, Zhu Wenbo, Han Shuai, Lü Shuai*. Actor-critic of multi-agent collaboration on single-agent task. 2025. (Submitted)

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孙耕浩，男，2001年07月生，山东省德州市人。

【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. Chen Huangyang, Chen Juan, Zhang Tao, Sun Genghao, Lü Shuai*. Reward shaping based on trajectory quality for offline and hybrid reinforcement learning. 2025. (Submitted)

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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1篇，在审学术论文4篇。

  1. Tan Lei, Guo Dong, Fang Wensi, Li Guixiang, Yuan Jianhui, Zhang Xiaodan, Lü Shuai*. Divide and correct: Alternating normalization and prototype alignment for continual test-time adaptation. 2025. (Submitted)
  2. Zhang Xiaodan, Fang Wensi, Tan Lei, Lü Shuai*. AutoVote: Adaptive learning rate modulation for continual test-time adaptation via sensitivity voting. 2025. (Submitted)
  3. Xiao Wei, Li Songlin, An Daolong, Wu Hao, Zhang Xiaodan, Lü Shuai*. Corrected critic and adaptive constraint for offline-to-online reinforcement learning. 2025. (Submitted)
  4. Li Songlin, Xiao Wei, Wu Hao, Zhang Xiaodan, An Daolong, Lü Shuai*. State proficiency-based adaptive fine-tuning for offline-to-online reinforcement learning. 2025. (Submitted)
  5. Xiong Xi, Shen Chun, Wu Junhong, Lü Shuai*, Zhang Xiaodan. Combined data augmentation framework for generalizing deep reinforcement learning from pixels. Expert Systems with Applications, 2025, 264: 125810. (中科院1区TOP期刊, CCF推荐C类期刊, SCI, 目前IF: 7.5)

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陈黄洋，男，2002年08月生，福建省漳州市人。

【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. Wu Hao, Zhang Shunhao, Chen Huangyang, Zhang Tao, Zhou Wenbo*, Li Jingyao*. UDPBC: Uncertainty-guided dual-perspective behavior cloning for offline-to-online reinforcement learning. 2025. (Submitted)
  2. Xiao Wei, Zhang Tao, Chen Huangyang, Li Jingyao*, Zhou Wenbo*. Q-bounded and adaptive Q-value constraints for offline-to-online reinforcement learning. 2025. (Submitted)
  3. Li Songlin, Wu Hao, Chen Huangyang, Zhou Wenbo*, Li Jingyao*. Anchor-based perturbation-driven exploration for offline-to-online reinforcement learning. 2025. (Submitted)
  4. Chen Huangyang, Chen Juan, Zhang Tao, Sun Genghao, Lü Shuai*. Reward shaping based on trajectory quality for offline and hybrid reinforcement learning. 2025. (Submitted)

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张涛，男，2002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0篇，在审学术论文3篇。

  1. Wu Hao, Zhang Shunhao, Chen Huangyang, Zhang Tao, Zhou Wenbo*, Li Jingyao*. UDPBC: Uncertainty-guided dual-perspective behavior cloning for offline-to-online reinforcement learning. 2025. (Submitted)
  2. Xiao Wei, Zhang Tao, Chen Huangyang, Li Jingyao*, Zhou Wenbo*. Q-bounded and adaptive Q-value constraints for offline-to-online reinforcement learning. 2025. (Submitted)
  3. Chen Huangyang, Chen Juan, Zhang Tao, Sun Genghao, Lü Shuai*. Reward shaping based on trajectory quality for offline and hybrid reinforcement learning. 2025. (Submitted)

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檀磊，男，2000年11月生，安徽省安庆市人。

【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1篇，在审学术论文3篇，申请发明专利（目前实质审查）1项。

  1. Tan Lei, Guo Dong, Fang Wensi, Li Guixiang, Yuan Jianhui, Zhang Xiaodan, Lü Shuai*. Divide and correct: Alternating normalization and prototype alignment for continual test-time adaptation. 2025. (Submitted)
  2. Zhang Xiaodan, Fang Wensi, Tan Lei, Lü Shuai*. AutoVote: Adaptive learning rate modulation for continual test-time adaptation via sensitivity voting. 2025. (Submitted)
  3. Yuan Jianhui, Zhang Xinyu, Li Guixiang, Tan Lei, Li Jingyao*, Zhou Wenbo*. GRACE: Enhancing source-free universal domain adaptation via gradient-aware contrastive learning and entropy-aware alignment. 2025. (Submitted)
  4. 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)
  5. 檀磊, 马慧敏, 王小申, 戴明宇, 代腾辉, 焦俊, 刘倩, 辜丽川. 基于多尺度生成对抗网络的大气湍流图像复原方法及系统. (申请号: CN2023 1 1725750.0, 申请日: 2023.12.14, 目前实质审查)

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侯志斌，男，1999年08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. Liu Xuejie, Zhang Shunhao, Wu Hao, Hou Zhibin. Non-parametric behavior policy density estimation for offline reinforcement learning. 2025. (Submitted)

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张顺浩，男，2002年03月生，山东省济南市人。

【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2篇。

  1. Liu Xuejie, Zhang Shunhao, Wu Hao, Hou Zhibin. Non-parametric behavior policy density estimation for offline reinforcement learning. 2025. (Submitted)
  2. Wu Hao, Zhang Shunhao, Chen Huangyang, Zhang Tao, Zhou Wenbo*, Li Jingyao*. UDPBC: Uncertainty-guided dual-perspective behavior cloning for offline-to-online reinforcement learning. 2025. (Submitted)

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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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钟金运，男，2003年06月生，江西省瑞金市人。

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常钰，女，2003年01月生，辽宁省大连市人。

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姜文康，男，2003年07月生，山东省德州市人。

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黄会敏，男，2004年03月生，山东省日照市人。

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邱天，女，2004年07月生，黑龙江省齐齐哈尔市人。

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崔永权，男，2004年09月生，河南省平顶山市人。

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