Lü Shuai, 吕帅

在读博士生

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1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 reinforcement learning. 2025. (Submitted)
  2. Zhou Ruikai, Zhong Taihong, Li Songlin, Lü Shuai*. A Kullback-Leibler divergence perspective on policy gradient methods in reinforcement learning. 2025. (Submitted)
  3. Zhou Ruikai, Zhong Taihong, Zhu Wenbo, Han Shuai, Lü Shuai*. Influence of Gaussian distribution on performance metrics in continuous reinforcement learning. 2025. (Submitted)
  4. Zhou Ruikai, Zhu Wenbo, Han Shuai, Kang Meng, Lü Shuai*. VCSAP: Online reinforcement learning exploration method based on visitation count of state-action pairs. Neural Networks, 2025, 184: 107052. (中科院2区TOP期刊, CCF推荐B类期刊, SCI, 目前IF: 6.3)

【荣誉奖励】

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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. 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 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)
  5. 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)
  6. 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)
  7. 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.

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廉筱峪，男，满族，2001年07月生，辽宁省抚顺市人。

【学术论文】在国内外期刊和会议上发表学术论文4篇，在审学术论文0篇。

  1. 顾磊, 夏楠*, 江佳鸿, 廉筱峪. 基于时空特征增强的单目标跟踪算法. 浙江大学学报(工学版), 2025, 59(12): 1-12.
  2. Lian Xiaoyu, Xia Nan*, Dai Gaole, Yang Hongqin. A dual-branch deep interaction network for multi-channel speech enhancement. Neurocomputing, 2025, 643: 130412. (中科院2区期刊，CCF推荐C类期刊, SCI, 目前IF: 6.5)
  3. Lian Xiaoyu, Xia Nan*, Dai Gaole, Yang Hongqin. An efficient joint training model for monaural noisy-reverberant speech recognition. Applied Acoustics, 2025, 228: 110322. (中科院2区期刊, SCI, 目前IF: 3.6)
  4. 廉筱峪, 夏楠*, 戴高乐, 杨红琴. 复杂噪声环境下基于轻量化模型的车内交互语音增强和识别方法. 电子学报, 2024, 52(4): 1282-1287. (CCF推荐中文A类期刊)

【学位论文】

  1. 廉筱峪. 基于深度学习的高效去混响噪声语音识别算法研究[硕士学位论文]. 辽宁大连: 大连工业大学, 2025.

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