MegaScale-Data: Scaling DataLoader for Multisource Large Foundation Model Training.

Kaihua Jiang https://orcid.org/0009-0006-4598-3807 Juntao Zhao 0002 Qi Lu Wei Jia Borui Wan Lei Zuo 0004 Junda Feng Jianyu Jiang Yangrui Chen Shuaishuai Cao Jialing He Kaihua Jiang Yuanzhe Hu Shibiao Nong Yanghua Peng Haibin Lin Chuan Wu 0001 MegaScale-Data: Scaling DataLoader for Multisource Large Foundation Model Training. 1-18 2026 EuroSys https://doi.org/10.1145/3767295.3803568 conf/eurosys/2026 db/conf/eurosys/eurosys2026.html#ZhaoLJWZFJCCHJH26

Chenhao Ye Huaizheng Zhang Mingcong Han Baoquan Zhong Xiang Li 0067 Qixiang Chen Xinyi Zhang Weidong Zhang Kaihua Jiang Wang Zhang 0017 He Sun Wencong Xiao Andrea C. Arpaci-Dusseau Remzi H. Arpaci-Dusseau TensorHub: Scalable and Elastic Weight Transfer for LLM RL Training. 2026 April abs/2604.09107 CoRR https://doi.org/10.48550/arXiv.2604.09107 db/journals/corr/corr2604.html#abs-2604-09107 streams/journals/corr

Yun Liang 0017 Degui Yao Yang Gao Kaihua Jiang PSO-CGAN-Based Iced Transmission Line Galloping Prediction Method. 53-64 2025 108 IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 2 https://doi.org/10.1587/transfun.2024eap1053 db/journals/ieiceta/ieiceta108.html#LiangYGJ25 streams/journals/ieiceta

Borui Wan Gaohong Liu Zuquan Song Jun Wang 0039 Yun Zhang Guangming Sheng Shuguang Wang Houmin Wei Chenyuan Wang Weiqiang Lou Xi Yang Mofan Zhang Kaihua Jiang Cheng Ren Xiaoyun Zhi Menghan Yu Zhe Nan Zhuolin Zheng Baoquan Zhong Qinlong Wang Huan Yu Jinxin Chi Wang Zhang 0017 Yuhan Li Zixian Du Sida Zhao Yongqiang Zhang Jingzhe Tang Zherui Liu Chuan Wu 0001 Yanghua Peng Haibin Lin Wencong Xiao Xin Liu 0086 Liang Xiang Robust LLM Training Infrastructure at ByteDance. 186-203 2025 SOSP https://doi.org/10.1145/3731569.3764838 conf/sosp/2025 db/conf/sosp/sosp2025.html#WanLSWZSWWWLYZJ25

Juntao Zhao 0002 Qi Lu Wei Jia Borui Wan Lei Zuo 0004 Junda Feng Jianyu Jiang Yangrui Chen Shuaishuai Cao Jialing He Kaihua Jiang Yuanzhe Hu Yanghua Peng Haibin Lin Xin Liu 0086 Chuan Wu 0001 OVERLORD: Ultimate Scaling of DataLoader for Multi-Source Large Foundation Model Training. 2025 April abs/2504.09844 CoRR https://doi.org/10.48550/arXiv.2504.09844 db/journals/corr/corr2504.html#abs-2504-09844 streams/journals/corr

Guoliang He Youhe Jiang Wencong Xiao Kaihua Jiang Shuguang Wang Jun Wang 0039 Zixian Du Zhuo Jiang Xinlei Zhang Binhang Yuan Eiko Yoneki Efficient Pre-Training of LLMs via Topology-Aware Communication Alignment on More Than 9600 GPUs. 2025 September abs/2509.15940 CoRR https://doi.org/10.48550/arXiv.2509.15940 db/journals/corr/corr2509.html#abs-2509-15940 streams/journals/corr

Borui Wan Gaohong Liu Zuquan Song Jun Wang 0039 Yun Zhang Guangming Sheng Shuguang Wang Houmin Wei Chenyuan Wang Weiqiang Lou Xi Yang Mofan Zhang Kaihua Jiang Cheng Ren Xiaoyun Zhi Menghan Yu Zhe Nan Zhuolin Zheng Baoquan Zhong Qinlong Wang Huan Yu Jinxin Chi Wang Zhang 0017 Yuhan Li Zixian Du Sida Zhao Yongqiang Zhang Jingzhe Tang Zherui Liu Chuan Wu 0001 Yanghua Peng Haibin Lin Wencong Xiao Xin Liu 0086 Liang Xiang Robust LLM Training Infrastructure at ByteDance. 2025 September abs/2509.16293 CoRR https://doi.org/10.48550/arXiv.2509.16293 db/journals/corr/corr2509.html#abs-2509-16293 streams/journals/corr

Jiashi Feng Xiu Li 0001 Jing Lin Jiahang Liu Gaohong Liu Weiqiang Lou Su Ma Guang Shi Qinlong Wang Jun Wang 0039 Zhongcong Xu Xuanyu Yi Zihao Yu Jianfeng Zhang Yifan Zhu Rui Chen Jinxin Chi Zixian Du Li Han Lixin Huang Kaihua Jiang Yuhan Li Guan Luo Shuguang Wang Qianyi Wu Fan Yang 0103 Junyang Zhang Xuanmeng Zhang Seed3D 1.0: From Images to High-Fidelity Simulation-Ready 3D Assets. 2025 October abs/2510.19944 CoRR https://doi.org/10.48550/arXiv.2510.19944 db/journals/corr/corr2510.html#abs-2510-19944 streams/journals/corr

Jian He Qin Hu 0006 Huiyao Lin Xuye Chen Zhenguo Wang Kaihua Jiang Ruixiang Tao Ground Wire Induced Voltage and Suppression Methods in the Double-Circuit Transmission Line with the Same Tower. 1-7 2023 iSPEC https://doi.org/10.1109/iSPEC58282.2023.10403050 conf/ispec2/2023 db/conf/ispec2/ispec2023.html#HeHLCWJT23 Kaihua Jiang Hong Ni Peng Sun Rui Han An Improved Binary Grey Wolf Optimizer for Dependent Task Scheduling in Edge Computing. 182-186 2019 ICACT https://doi.org/10.23919/ICACT.2019.8702018 conf/icact/2019 db/conf/icact/icact2019.html#JiangNSH19 Kaihua Jiang Guangcheng Zhang Xihong Wu Zhipeng Hu Guochen Jia Teng Xu 0002 Yaowei Wang 0001 Yonghong Tian 0001 Wen Gao 0001 Zhongwei Chen Qiong Hu Lei Qin Yuanning Li Luntian Mou Chi Su Xiaoyu Fang Mengren Qian Menglin Jiang Tiejun Huang 0001 PKU@TRECVID2010: Pair-Wise Event Detection in Surveillance Video. 2010 TRECVID http://www-nlpir.nist.gov/projects/tvpubs/tv10.papers/pku-idm.pdf conf/trecvid/2010 db/conf/trecvid/trecvid2010.html#JiangZWHJXWTGCHQLMSFQJH10 Zhipeng Hu Guangnan Ye Guochen Jia Xibin Chen Kaihua Jiang Yaowei Wang 0001 Yonghong Tian 0001 Xihong Wu Wen Gao 0001 Qiong Hu Lei Qing PKU@TRECVID2009: Single-Actor and Pair-Activity Event Detection in surveillance Video. 2009 TRECVID https://www-nlpir.nist.gov/projects/tvpubs/tv9.papers/pku-idm.pdf conf/trecvid/2009 db/conf/trecvid/trecvid2009.html#HuYJCJWTWGHQ09 Andrea C. Arpaci-Dusseau Remzi H. Arpaci-Dusseau Shuaishuai Cao Qixiang Chen Rui Chen Xibin Chen Xuye Chen Yangrui Chen Zhongwei Chen Jinxin Chi Zixian Du Xiaoyu Fang Jiashi Feng Junda Feng Wen Gao 0001 Yang Gao Li Han Mingcong Han Rui Han Guoliang He Jialing He Jian He Qin Hu 0006 Qiong Hu Yuanzhe Hu Zhipeng Hu Lixin Huang Tiejun Huang 0001 Guochen Jia Wei Jia Jianyu Jiang Menglin Jiang Youhe Jiang Zhuo Jiang Xiang Li 0067 Xiu Li 0001 Yuanning Li Yuhan Li Yun Liang 0017 Haibin Lin Huiyao Lin Jing Lin Gaohong Liu Jiahang Liu Xin Liu 0086 Zherui Liu Weiqiang Lou Qi Lu Guan Luo Su Ma Luntian Mou Zhe Nan Hong Ni Shibiao Nong Yanghua Peng Mengren Qian Lei Qin Lei Qing Cheng Ren Guangming Sheng Guang Shi Zuquan Song Chi Su He Sun Peng Sun Jingzhe Tang Ruixiang Tao Yonghong Tian 0001 Borui Wan Chenyuan Wang Jun Wang 0039 Qinlong Wang Shuguang Wang Yaowei Wang 0001 Zhenguo Wang Houmin Wei Chuan Wu 0001 Qianyi Wu Xihong Wu Liang Xiang Wencong Xiao Teng Xu 0002 Zhongcong Xu Fan Yang 0103 Xi Yang Degui Yao Chenhao Ye Guangnan Ye Xuanyu Yi Eiko Yoneki Huan Yu Menghan Yu Zihao Yu Binhang Yuan Guangcheng Zhang Huaizheng Zhang Jianfeng Zhang Junyang Zhang Mofan Zhang Wang Zhang 0017 Weidong Zhang Xinlei Zhang Xinyi Zhang Xuanmeng Zhang Yongqiang Zhang Yun Zhang Juntao Zhao 0002 Sida Zhao Zhuolin Zheng Xiaoyun Zhi Baoquan Zhong Yifan Zhu Lei Zuo 0004