Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning

Authors: An, Wei, Bi, Xiao, Chen, Guanting, Chen, Shanhuang, Deng, Chengqi, Ding, Honghui, Dong, Kai, Du, Qiushi, Gao, Wenjun, Guan, Kang, Guo, Jianzhong, Guo, Yongqiang, Fu, Zhe, He, Ying, Huang, Panpan, Li, Jiashi, Liang, Wenfeng, Liu, Xiaodong, Liu, Xin, Liu, Yiyuan, Liu, Yuxuan, Lu, Shanghao, Lu, Xuan, Nie, Xiaotao, Pei, Tian, Qiu, Junjie, Qu, Hui, Ren, Zehui, Sha, Zhangli, Su, Xuecheng, Sun, Xiaowen, Tan, Yixuan, Tang, Minghui, Wang, Shiyu, Wang, Yaohui, Wang, Yongji, Xie, Ziwei, Xiong, Yiliang, Xu, Yanhong, Ye, Shengfeng, Yu, Shuiping, Zha, Yukun, Zhang, Liyue, Zhang, Haowei, Zhang, Mingchuan, Zhang, Wentao, Zhang, Yichao, Zhao, Chenggang, Zhao, Yao, Zhou, Shangyan, Zhou, Shunfeng, Zou, Yuheng

Source: SC24: International Conference for High Performance Computing, Networking, Storage and Analysis SC High Performance Computing, Networking, Storage and Analysis, SC24: International Conference for. :1-23 Nov, 2024

Relation: SC24: International Conference for High Performance Computing, Networking, Storage and Analysis

Deep Tree Photonic Reservoir Computing with Parallel Architecture

Authors: Zhang, Ronghua, Zhang, Liyue, Li, Songsui, Pan, Wei, Yan, Lianshan, Luo, Bin, Zou, Xihua, Peng, Ling

Source: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC) Information Photonics and Optical Communications (IPOC), 2024 Asia Communications and Photonics Conference (ACP) and International Conference on. :1-5 Nov, 2024

Relation: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC)

Enhanced Dual-Task Reservoir Computing in Semiconductor Ring Laser with FBG Feedback

Authors: Peng, Liwen, Li, Song-Sui, Zhang, Liyue, Zou, Xihua, Pan, Wei, Yan, Lianshan

Source: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC) Information Photonics and Optical Communications (IPOC), 2024 Asia Communications and Photonics Conference (ACP) and International Conference on. :1-4 Nov, 2024

Relation: 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC)

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Authors: DeepSeek-AI, Guo, Daya, Yang, Dejian, Zhang, Haowei, Song, Junxiao, Zhang, Ruoyu, Xu, Runxin, Zhu, Qihao, Ma, Shirong, Wang, Peiyi, Bi, Xiao, Zhang, Xiaokang, Yu, Xingkai, Wu, Yu, Wu, Z. F., Gou, Zhibin, Shao, Zhihong, Li, Zhuoshu, Gao, Ziyi, Liu, Aixin, Xue, Bing, Wang, Bingxuan, Wu, Bochao, Feng, Bei, Lu, Chengda, Zhao, Chenggang, Deng, Chengqi, Zhang, Chenyu, Ruan, Chong, Dai, Damai, Chen, Deli, Ji, Dongjie, Li, Erhang, Lin, Fangyun, Dai, Fucong, Luo, Fuli, Hao, Guangbo, Chen, Guanting, Li, Guowei, Zhang, H., Bao, Han, Xu, Hanwei, Wang, Haocheng, Ding, Honghui, Xin, Huajian, Gao, Huazuo, Qu, Hui, Li, Hui, Guo, Jianzhong, Li, Jiashi, Wang, Jiawei, Chen, Jingchang, Yuan, Jingyang, Qiu, Junjie, Li, Junlong, Cai, J. L., Ni, Jiaqi, Liang, Jian, Chen, Jin, Dong, Kai, Hu, Kai, Gao, Kaige, Guan, Kang, Huang, Kexin, Yu, Kuai, Wang, Lean, Zhang, Lecong, Zhao, Liang, Wang, Litong, Zhang, Liyue, Xu, Lei, Xia, Leyi, Zhang, Mingchuan, Zhang, Minghua, Tang, Minghui, Li, Meng, Wang, Miaojun, Li, Mingming, Tian, Ning, Huang, Panpan, Zhang, Peng, Wang, Qiancheng, Chen, Qinyu, Du, Qiushi, Ge, Ruiqi, Zhang, Ruisong, Pan, Ruizhe, Wang, Runji, Chen, R. J., Jin, R. L., Chen, Ruyi, Lu, Shanghao, Zhou, Shangyan, Chen, Shanhuang, Ye, Shengfeng, Wang, Shiyu, Yu, Shuiping, Zhou, Shunfeng, Pan, Shuting, Li, S. S., Zhou, Shuang, Wu, Shaoqing, Yun, Tao, Pei, Tian, Sun, Tianyu, Wang, T., Zeng, Wangding, Zhao, Wanjia, Liu, Wen, Liang, Wenfeng, Gao, Wenjun, Yu, Wenqin, Zhang, Wentao, Xiao, W. L., An, Wei, Liu, Xiaodong, Wang, Xiaohan, Chen, Xiaokang, Nie, Xiaotao, Cheng, Xin, Liu, Xin, Xie, Xin, Liu, Xingchao, Yang, Xinyu, Li, Xinyuan, Su, Xuecheng, Lin, Xuheng, Li, X. Q., Jin, Xiangyue, Shen, Xiaojin, Chen, Xiaosha, Sun, Xiaowen, Wang, Xiaoxiang, Song, Xinnan, Zhou, Xinyi, Wang, Xianzu, Shan, Xinxia, Li, Y. K., Wang, Y. Q., Wei, Y. X., Zhang, Yang, Xu, Yanhong, Li, Yao, Zhao, Yao, Sun, Yaofeng, Wang, Yaohui, Yu, Yi, Zhang, Yichao, Shi, Yifan, Xiong, Yiliang, He, Ying, Piao, Yishi, Wang, Yisong, Tan, Yixuan, Ma, Yiyang, Liu, Yiyuan, Guo, Yongqiang, Ou, Yuan, Wang, Yuduan, Gong, Yue, Zou, Yuheng, He, Yujia, Xiong, Yunfan, Luo, Yuxiang, You, Yuxiang, Liu, Yuxuan, Zhou, Yuyang, Zhu, Y. X., Huang, Yanping, Li, Yaohui, Zheng, Yi, Zhu, Yuchen, Ma, Yunxian, Tang, Ying, Zha, Yukun, Yan, Yuting, Ren, Z. Z., Ren, Zehui, Sha, Zhangli, Fu, Zhe, Xu, Zhean, Xie, Zhenda, Zhang, Zhengyan, Hao, Zhewen, Ma, Zhicheng, Yan, Zhigang, Wu, Zhiyu, Gu, Zihui, Zhu, Zijia, Liu, Zijun, Li, Zilin, Xie, Ziwei, Song, Ziyang, Pan, Zizheng, Huang, Zhen, Xu, Zhipeng, Zhang, Zhongyu, Zhang, Zhen

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2501.12948

DeepSeek-V3 Technical Report

Authors: DeepSeek-AI, Liu, Aixin, Feng, Bei, Xue, Bing, Wang, Bingxuan, Wu, Bochao, Lu, Chengda, Zhao, Chenggang, Deng, Chengqi, Zhang, Chenyu, Ruan, Chong, Dai, Damai, Guo, Daya, Yang, Dejian, Chen, Deli, Ji, Dongjie, Li, Erhang, Lin, Fangyun, Dai, Fucong, Luo, Fuli, Hao, Guangbo, Chen, Guanting, Li, Guowei, Zhang, H., Bao, Han, Xu, Hanwei, Wang, Haocheng, Zhang, Haowei, Ding, Honghui, Xin, Huajian, Gao, Huazuo, Li, Hui, Qu, Hui, Cai, J. L., Liang, Jian, Guo, Jianzhong, Ni, Jiaqi, Li, Jiashi, Wang, Jiawei, Chen, Jin, Chen, Jingchang, Yuan, Jingyang, Qiu, Junjie, Li, Junlong, Song, Junxiao, Dong, Kai, Hu, Kai, Gao, Kaige, Guan, Kang, Huang, Kexin, Yu, Kuai, Wang, Lean, Zhang, Lecong, Xu, Lei, Xia, Leyi, Zhao, Liang, Wang, Litong, Zhang, Liyue, Li, Meng, Wang, Miaojun, Zhang, Mingchuan, Zhang, Minghua, Tang, Minghui, Li, Mingming, Tian, Ning, Huang, Panpan, Wang, Peiyi, Zhang, Peng, Wang, Qiancheng, Zhu, Qihao, Chen, Qinyu, Du, Qiushi, Chen, R. J., Jin, R. L., Ge, Ruiqi, Zhang, Ruisong, Pan, Ruizhe, Wang, Runji, Xu, Runxin, Zhang, Ruoyu, Chen, Ruyi, Li, S. S., Lu, Shanghao, Zhou, Shangyan, Chen, Shanhuang, Wu, Shaoqing, Ye, Shengfeng, Ma, Shirong, Wang, Shiyu, Zhou, Shuang, Yu, Shuiping, Zhou, Shunfeng, Pan, Shuting, Wang, T., Yun, Tao, Pei, Tian, Sun, Tianyu, Xiao, W. L., Zeng, Wangding, Zhao, Wanjia, An, Wei, Liu, Wen, Liang, Wenfeng, Gao, Wenjun, Yu, Wenqin, Zhang, Wentao, Li, X. Q., Jin, Xiangyue, Wang, Xianzu, Bi, Xiao, Liu, Xiaodong, Wang, Xiaohan, Shen, Xiaojin, Chen, Xiaokang, Zhang, Xiaokang, Chen, Xiaosha, Nie, Xiaotao, Sun, Xiaowen, Wang, Xiaoxiang, Cheng, Xin, Liu, Xin, Xie, Xin, Liu, Xingchao, Yu, Xingkai, Song, Xinnan, Shan, Xinxia, Zhou, Xinyi, Yang, Xinyu, Li, Xinyuan, Su, Xuecheng, Lin, Xuheng, Li, Y. K., Wang, Y. Q., Wei, Y. X., Zhu, Y. X., Zhang, Yang, Xu, Yanhong, Huang, Yanping, Li, Yao, Zhao, Yao, Sun, Yaofeng, Li, Yaohui, Wang, Yaohui, Yu, Yi, Zheng, Yi, Zhang, Yichao, Shi, Yifan, Xiong, Yiliang, He, Ying, Tang, Ying, Piao, Yishi, Wang, Yisong, Tan, Yixuan, Ma, Yiyang, Liu, Yiyuan, Guo, Yongqiang, Wu, Yu, Ou, Yuan, Zhu, Yuchen, Wang, Yuduan, Gong, Yue, Zou, Yuheng, He, Yujia, Zha, Yukun, Xiong, Yunfan, Ma, Yunxian, Yan, Yuting, Luo, Yuxiang, You, Yuxiang, Liu, Yuxuan, Zhou, Yuyang, Wu, Z. F., Ren, Z. Z., Ren, Zehui, Sha, Zhangli, Fu, Zhe, Xu, Zhean, Huang, Zhen, Zhang, Zhen, Xie, Zhenda, Zhang, Zhengyan, Hao, Zhewen, Gou, Zhibin, Ma, Zhicheng, Yan, Zhigang, Shao, Zhihong, Xu, Zhipeng, Wu, Zhiyu, Zhang, Zhongyu, Li, Zhuoshu, Gu, Zihui, Zhu, Zijia, Liu, Zijun, Li, Zilin, Xie, Ziwei, Song, Ziyang, Gao, Ziyi, Pan, Zizheng

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2412.19437

DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search

Authors: Xin, Huajian, Ren, Z. Z., Song, Junxiao, Shao, Zhihong, Zhao, Wanjia, Wang, Haocheng, Liu, Bo, Zhang, Liyue, Lu, Xuan, Du, Qiushi, Gao, Wenjun, Zhu, Qihao, Yang, Dejian, Gou, Zhibin, Wu, Z. F., Luo, Fuli, Ruan, Chong

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Computer Science - Logic in Computer Science

Access URL: http://arxiv.org/abs/2408.08152

DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Authors: DeepSeek-AI, Zhu, Qihao, Guo, Daya, Shao, Zhihong, Yang, Dejian, Wang, Peiyi, Xu, Runxin, Wu, Y., Li, Yukun, Gao, Huazuo, Ma, Shirong, Zeng, Wangding, Bi, Xiao, Gu, Zihui, Xu, Hanwei, Dai, Damai, Dong, Kai, Zhang, Liyue, Piao, Yishi, Gou, Zhibin, Xie, Zhenda, Hao, Zhewen, Wang, Bingxuan, Song, Junxiao, Chen, Deli, Xie, Xin, Guan, Kang, You, Yuxiang, Liu, Aixin, Du, Qiushi, Gao, Wenjun, Lu, Xuan, Chen, Qinyu, Wang, Yaohui, Deng, Chengqi, Li, Jiashi, Zhao, Chenggang, Ruan, Chong, Luo, Fuli, Liang, Wenfeng

Subject Terms: Computer Science - Software Engineering, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2406.11931

DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Authors: DeepSeek-AI, Liu, Aixin, Feng, Bei, Wang, Bin, Wang, Bingxuan, Liu, Bo, Zhao, Chenggang, Dengr, Chengqi, Ruan, Chong, Dai, Damai, Guo, Daya, Yang, Dejian, Chen, Deli, Ji, Dongjie, Li, Erhang, Lin, Fangyun, Luo, Fuli, Hao, Guangbo, Chen, Guanting, Li, Guowei, Zhang, H., Xu, Hanwei, Yang, Hao, Zhang, Haowei, Ding, Honghui, Xin, Huajian, Gao, Huazuo, Li, Hui, Qu, Hui, Cai, J. L., Liang, Jian, Guo, Jianzhong, Ni, Jiaqi, Li, Jiashi, Chen, Jin, Yuan, Jingyang, Qiu, Junjie, Song, Junxiao, Dong, Kai, Gao, Kaige, Guan, Kang, Wang, Lean, Zhang, Lecong, Xu, Lei, Xia, Leyi, Zhao, Liang, Zhang, Liyue, Li, Meng, Wang, Miaojun, Zhang, Mingchuan, Zhang, Minghua, Tang, Minghui, Li, Mingming, Tian, Ning, Huang, Panpan, Wang, Peiyi, Zhang, Peng, Zhu, Qihao, Chen, Qinyu, Du, Qiushi, Chen, R. J., Jin, R. L., Ge, Ruiqi, Pan, Ruizhe, Xu, Runxin, Chen, Ruyi, Li, S. S., Lu, Shanghao, Zhou, Shangyan, Chen, Shanhuang, Wu, Shaoqing, Ye, Shengfeng, Ma, Shirong, Wang, Shiyu, Zhou, Shuang, Yu, Shuiping, Zhou, Shunfeng, Zheng, Size, Wang, T., Pei, Tian, Yuan, Tian, Sun, Tianyu, Xiao, W. L., Zeng, Wangding, An, Wei, Liu, Wen, Liang, Wenfeng, Gao, Wenjun, Zhang, Wentao, Li, X. Q., Jin, Xiangyue, Wang, Xianzu, Bi, Xiao, Liu, Xiaodong, Wang, Xiaohan, Shen, Xiaojin, Chen, Xiaokang, Chen, Xiaosha, Nie, Xiaotao, Sun, Xiaowen, Wang, Xiaoxiang, Liu, Xin, Xie, Xin, Yu, Xingkai, Song, Xinnan, Zhou, Xinyi, Yang, Xinyu, Lu, Xuan, Su, Xuecheng, Wu, Y., Li, Y. K., Wei, Y. X., Zhu, Y. X., Xu, Yanhong, Huang, Yanping, Li, Yao, Zhao, Yao, Sun, Yaofeng, Li, Yaohui, Wang, Yaohui, Zheng, Yi, Zhang, Yichao, Xiong, Yiliang, Zhao, Yilong, He, Ying, Tang, Ying, Piao, Yishi, Dong, Yixin, Tan, Yixuan, Liu, Yiyuan, Wang, Yongji, Guo, Yongqiang, Zhu, Yuchen, Wang, Yuduan, Zou, Yuheng, Zha, Yukun, Ma, Yunxian, Yan, Yuting, You, Yuxiang, Liu, Yuxuan, Ren, Z. Z., Ren, Zehui, Sha, Zhangli, Fu, Zhe, Huang, Zhen, Zhang, Zhen, Xie, Zhenda, Hao, Zhewen, Shao, Zhihong, Wen, Zhiniu, Xu, Zhipeng, Zhang, Zhongyu, Li, Zhuoshu, Wang, Zihan, Gu, Zihui, Li, Zilin, Xie, Ziwei

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2405.04434

Enhanced Parallel Optoelectronic Reservoir Computation with Multi-Time-Delay Feedbacks for Chaotic Time-Series Prediction and Optical Performance Monitoring

Authors: Yuan, Xin, Jiang, Lin, Yan, Lianshan, Li, Songsui, Zhang, Liyue, Yi, Anlin, Pan, Wei, Luo, Bin

Source: 2024 Conference on Lasers and Electro-Optics (CLEO) Lasers and Electro-Optics (CLEO), 2024 Conference on. :1-2 May, 2024

Relation: 2024 Conference on Lasers and Electro-Optics (CLEO)

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Authors: DeepSeek-AI, Bi, Xiao, Chen, Deli, Chen, Guanting, Chen, Shanhuang, Dai, Damai, Deng, Chengqi, Ding, Honghui, Dong, Kai, Du, Qiushi, Fu, Zhe, Gao, Huazuo, Gao, Kaige, Gao, Wenjun, Ge, Ruiqi, Guan, Kang, Guo, Daya, Guo, Jianzhong, Hao, Guangbo, Hao, Zhewen, He, Ying, Hu, Wenjie, Huang, Panpan, Li, Erhang, Li, Guowei, Li, Jiashi, Li, Yao, Li, Y. K., Liang, Wenfeng, Lin, Fangyun, Liu, A. X., Liu, Bo, Liu, Wen, Liu, Xiaodong, Liu, Xin, Liu, Yiyuan, Lu, Haoyu, Lu, Shanghao, Luo, Fuli, Ma, Shirong, Nie, Xiaotao, Pei, Tian, Piao, Yishi, Qiu, Junjie, Qu, Hui, Ren, Tongzheng, Ren, Zehui, Ruan, Chong, Sha, Zhangli, Shao, Zhihong, Song, Junxiao, Su, Xuecheng, Sun, Jingxiang, Sun, Yaofeng, Tang, Minghui, Wang, Bingxuan, Wang, Peiyi, Wang, Shiyu, Wang, Yaohui, Wang, Yongji, Wu, Tong, Wu, Y., Xie, Xin, Xie, Zhenda, Xie, Ziwei, Xiong, Yiliang, Xu, Hanwei, Xu, R. X., Xu, Yanhong, Yang, Dejian, You, Yuxiang, Yu, Shuiping, Yu, Xingkai, Zhang, B., Zhang, Haowei, Zhang, Lecong, Zhang, Liyue, Zhang, Mingchuan, Zhang, Minghua, Zhang, Wentao, Zhang, Yichao, Zhao, Chenggang, Zhao, Yao, Zhou, Shangyan, Zhou, Shunfeng, Zhu, Qihao, Zou, Yuheng

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2401.02954

Transmitting Waveforms Ambiguity Function based Complementary Coding in Broadband Acoustic Doppler Current Profiler

Authors: Wang, Qing, Wu, Lei, Zhang, Liyue, Xia, Yu

Source: 2021 IEEE 21st International Conference on Communication Technology (ICCT) Communication Technology (ICCT), 2021 IEEE 21st International Conference on. :58-62 Oct, 2021

Relation: 2021 IEEE 21st International Conference on Communication Technology (ICCT)

Multiple Intelligent Reflecting Surface aided Multi-user Weighted Sum-Rate Maximization using Manifold Optimization

Authors: Zhang, Liyue, Wang, Qing, Wang, Haozhi

Source: 2021 IEEE/CIC International Conference on Communications in China (ICCC) Communications in China (ICCC), 2021 IEEE/CIC International Conference on. :364-369 Jul, 2021

Relation: 2021 IEEE/CIC International Conference on Communications in China (ICCC)

Exploring recreational walking and its correlated built environment factors in river corridor space through a trajectory sematic-based approach

Authors: Shi, Haochen ^{a, ⁎, 1}, Zhang, Liyue ^{b, 1}, Ma, Ding ^c, Zhang, Menghan ^a, Wang, Mo ^a, Wei, Zongcai ^b

Source: In Urban Forestry & Urban Greening May 2025 107

Deep reservoir computing combined with heterogeneous driver layer to improve prediction performance

Authors: Peng, Ling, Zhang, Liyue ^⁎, Li, Songsui, Pan, Wei, Jiang, Lin, Yan, Lianshan, Luo, Bin, Zou, Xihua

Source: In Optics and Laser Technology May 2025 183

Delay-induced remote synchronization of photonic neurons based on VCSEL-SAs

Authors: Zhou, Jianhao, Pan, Wei ^⁎, Li, Songsui, Yan, Lianshan, Luo, Bin, Zou, Xihua, Zhang, Liyue ^⁎

Source: In Optics and Laser Technology May 2025 183

An Improved particle swarm optimization algorithm based on chaotic BAS strategy

Authors: Zhang, Liyue, Wang, Yi, Wang, Niantai, Lu, Zedan, Liu, Haoran, Zhang, Yun, Zhang, Lei, Gu, Liheng, Guo, Ningjun, Li, Yan

Source: 2020 7th International Conference on Information Science and Control Engineering (ICISCE) ICISCE Information Science and Control Engineering (ICISCE), 2020 7th International Conference on. :277-281 Dec, 2020

Relation: 2020 7th International Conference on Information Science and Control Engineering (ICISCE)

Time-delay signature suppression in chaotic complex semiconductor lasers networks with the introduction of heterogeneous coupling among different clusters

Authors: Zou, Tianyu, Pan, Wei ^⁎, Li, Songsui, Hu, Chenshiyu, Yan, Lianshan, Luo, Bin, Zou, Xihua, Zhang, Liyue ^⁎

Source: In Optics and Laser Technology June 2025 184

Using machine learning to predict selenium content in crops: Implications for soil health and agricultural land utilization in longevity regions

Authors: Zhang, Liyue ^a, Yu, Tao ^{a, b, c, ⁎}, Zheng, Guodong ^d, Tang, Qifeng ^{c, ⁎⁎}, Peng, Min ^{b, e, ⁎⁎⁎}, Li, Chang ^a, Hou, Qingye ^{c, f}, Yang, Zhongfang ^{c, f}

Source: In Science of the Total Environment 10 February 2025 964

Photonic spiking neuron based on a single VCSEL with optical feedback

Authors: Li, Jiangwei, Peng, Liwen, Li, Song-Sui, Zhang, Liyue, Ding, Xing, Jiang, Lin, Zou, Xihua, Pan, Wei, Yan, Lianshan

Source: In Optics and Laser Technology February 2025 181 Part C

Chelidonine overcomes P-gp-mediated adriamycin resistance in MCF-7/ADR cells by inhibiting PDGFRβ/PI3K/Akt pathway

Authors: Zou, Xiang ^a, Zhang, Yuhang ^a, Liu, Kaili ^a, Zhang, Liyue ^a, Li, Jianli ^a, Zhang, Yue ^a, Zhang, Xuerui ^a, Yu, Lei ^{a, ⁎}, Qu, Zhongyuan ^{b, ⁎}

Source: In Chinese Herbal Medicines January 2025