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ORCIDXin Cheng 0002
Person information
- affiliation: Peking University, Institute of Computer Technology, Center for Data Science, Beijing, China
Other persons with the same name
- Xin Cheng — disambiguation page
- Xin Cheng 0001
![[0000-0001-5793-3985]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-5793-3985")
— Hefei University of Technology, School of Electronic Science and Applied Physics, China (and 1 more) - Xin Cheng 0003 — Chang'an University, School of Information Engineering, Xi'an, China
- Xin Cheng 0004 — Hosei University, Tokyo, Japan (and 1 more)
- Xin Cheng 0005 — University of Science and Technology Beijing, School of Computer and Communication Engineering, China
- Xin Cheng 0006 — Nanjing University of Science and Technology, School of Electronic and Optical Engineering, China
- Xin Cheng 0007 — Chongqing University, China
- Xin Cheng 0008 — Renmin University of China, Gaoling School of Artificial Intelligence, Beijing, China
- Xin Cheng 0009 — Wuhan University of Technology, Wuhan, Hubei, China
- Xin Cheng 0010 — Hunan University, Changsha, Hunan, China
- Xin Cheng 0011 — Yangzhou University, Yangzhou, Jiangsu, China
- Xin Cheng 0012 — Beijing Jiaotong University, Beijing, China
- Xin Cheng 0013 — Xi'an Jiaotong University, Xi'an, China
- Xin Cheng 0014 — Shanxi University of Finance and Economics, Taiyuan, China
- Xin Cheng 0015 — Nanjing University, Nanjing, China
- Xin Cheng 0016 — Qingdao University, Qingdao, China
- Xin Cheng 0017 — Zhongnan University of Economics and Law, Wuhan, China
- Xin Cheng 0018 — Huaiyin Institute of Technology, Huai'an, China
- Xin Cheng 0019 — Wuhan University of Technology, Wuhan, Hubei, China
- Xin Cheng 0020 — Wuhan University of Technology, Wuhan, China
- Xin Cheng 0021 — Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China
- Xin Cheng 0022 — Alibaba Group, Hangzhou, China
- Xin Cheng 0023 — Donghua University, Shanghai, China
- Xin Cheng 0024 — Chongqing University, Chongqing, China
- Xin Cheng 0025 — University of Sydney, School of Architecture, Design and Planning, Camperdown, NSW, Australia
- Xin Cheng 0026 — China University of Geosciences, Wuhan, Hubei, China
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2020 – today
- 2026
[i12]Xin Cheng, Wangding Zeng, Damai Dai, Qinyu Chen, Bingxuan Wang, Zhenda Xie, Kezhao Huang, Xingkai Yu, Zhewen Hao, Yukun Li, Han Zhang, Huishuai Zhang, Dongyan Zhao, Wenfeng Liang:
Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models. CoRR abs/2601.07372 (2026)- 2025
- [j3]Daya Guo, Dejian Yang, Haowei Zhang, Junxiao Song, Peiyi Wang, Qihao Zhu, Runxin Xu, Ruoyu Zhang, Shirong Ma, Xiao Bi, Xiaokang Zhang, Xingkai Yu, Yu Wu, Z. F. Wu, Zhibin Gou, Zhihong Shao, Zhuoshu Li, Ziyi Gao, Aixin Liu, Bing Xue, Bingxuan Wang, Bochao Wu, Bei Feng, Chengda Lu, Chenggang Zhao, Chengqi Deng, Chong Ruan, Damai Dai, Deli Chen, Dongjie Ji, Erhang Li, Fangyun Lin, Fucong Dai, Fuli Luo, Guangbo Hao, Guanting Chen, Guowei Li, Hao Zhang, Hanwei Xu, Honghui Ding, Huazuo Gao, Hui Qu, Hui Li, Jianzhong Guo, Jiashi Li, Jingchang Chen, Jingyang Yuan, Jinhao Tu, Junjie Qiu, Junlong Li, J. L. Cai, Jiaqi Ni, Jian Liang, Jin Chen, Kai Dong, Kai Hu, Kaichao You, Kaige Gao, Kang Guan, Kexin Huang, Kuai Yu, Lean Wang, Lecong Zhang, Liang Zhao, Litong Wang, Liyue Zhang, Lei Xu, Leyi Xia, Mingchuan Zhang, Minghua Zhang, Minghui Tang, Mingxu Zhou, Meng Li, Miaojun Wang, Mingming Li, Ning Tian, Panpan Huang, Peng Zhang, Qiancheng Wang, Qinyu Chen, Qiushi Du, Ruiqi Ge, Ruisong Zhang, Ruizhe Pan, Runji Wang, R. J. Chen, R. L. Jin, Ruyi Chen, Shanghao Lu, Shangyan Zhou, Shanhuang Chen, Shengfeng Ye, Shiyu Wang, Shuiping Yu, Shunfeng Zhou, Shuting Pan, S. S. Li, Shuang Zhou, Shaoqing Wu, Tao Yun, Tian Pei, Tianyu Sun, Tao Wang, Wangding Zeng, Wen Liu, Wenfeng Liang, Wenjun Gao, Wenqin Yu, Wentao Zhang, W. L. Xiao, Wei An, Xiaodong Liu, Xiaohan Wang, Xiaokang Chen, Xiaotao Nie, Xin Cheng, Xin Liu, Xin Xie, Xingchao Liu, Xinyu Yang, Xinyuan Li, Xuecheng Su, Xuheng Lin, X. Q. Li, Xiangyue Jin, Xiaojin Shen, Xiaosha Chen, Xiaowen Sun, Xiaoxiang Wang, Xinnan Song, Xinyi Zhou, Xianzu Wang, Xinxia Shan, Y. K. Li, Y. Q. Wang, Y. X. Wei, Yang Zhang, Yanhong Xu, Yao Li, Yao Zhao, Yaofeng Sun, Yaohui Wang, Yi Yu, Yichao Zhang, Yifan Shi, Yiliang Xiong, Ying He, Yishi Piao, Yisong Wang, Yixuan Tan, Yiyang Ma, Yiyuan Liu, Yongqiang Guo, Yuan Ou, Yuduan Wang, Yue Gong, Yuheng Zou, Yujia He, Yunfan Xiong, Yuxiang Luo, Yuxiang You, Yuxuan Liu, Yuyang Zhou, Y. X. Zhu, Yanping Huang, Yaohui Li, Yi Zheng, Yuchen Zhu, Yunxian Ma, Ying Tang, Yukun Zha, Yuting Yan, Z. Z. Ren, Zehui Ren, Zhangli Sha, Zhe Fu, Zhean Xu, Zhenda Xie, Zhengyan Zhang, Zhewen Hao, Zhicheng Ma, Zhigang Yan, Zhiyu Wu, Zihui Gu, Zijia Zhu, Zijun Liu, Zilin Li, Ziwei Xie, Ziyang Song, Zizheng Pan, Zhen Huang, Zhipeng Xu, Zhongyu Zhang, Zhen Zhang:
DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning. Nat. 645(8081): 633-638 (2025) - [j2]Shuo Shang, Xin Cheng, Yiren Xiong, Feng Guo, Shen Gao, Xiuying Chen, Feng Wang, Yongbo Wang, Dongyan Zhao, Rui Yan:
Personalized Review Summarization by Using Graph-Based Retrieval Augmemted Generation. IEEE Trans. Knowl. Data Eng. 37(11): 6582-6596 (2025) - [j1]Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei:
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. Trans. Mach. Learn. Res. 2025 (2025) - 2024
- [c10]Xin Cheng, Xun Wang, Tao Ge, Si-Qing Chen, Furu Wei, Dongyan Zhao, Rui Yan:
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines. ACL (Findings) 2024: 15903-15918 - [c9]Xin Cheng, Xun Wang, Xingxing Zhang, Tao Ge, Si-Qing Chen, Furu Wei, Huishuai Zhang, Dongyan Zhao:
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token. NeurIPS 2024 - [c8]Xiuying Chen, Mingzhe Li, Shen Gao, Xin Cheng, Qingqing Zhu, Rui Yan, Xin Gao, Xiangliang Zhang:
Flexible and Adaptable Summarization via Expertise Separation. SIGIR 2024: 2018-2027 - [i11]Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei:
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. CoRR abs/2402.13064 (2024) - [i10]Jinpeng Li, Zekai Zhang, Quan Tu, Xin Cheng, Dongyan Zhao, Rui Yan:
StyleChat: Learning Recitation-Augmented Memory in LLMs for Stylized Dialogue Generation. CoRR abs/2403.11439 (2024) - [i9]Xin Cheng, Xun Wang, Xingxing Zhang, Tao Ge, Si-Qing Chen, Furu Wei, Huishuai Zhang, Dongyan Zhao:
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token. CoRR abs/2405.13792 (2024) - [i8]Xin Cheng, Xiuying Chen, Shuqi Li, Di Luo, Xun Wang, Dongyan Zhao, Rui Yan:
Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers. CoRR abs/2405.13810 (2024) - [i7]Xiuying Chen, Mingzhe Li, Shen Gao, Xin Cheng, Qingqing Zhu, Rui Yan, Xin Gao, Xiangliang Zhang:
Flexible and Adaptable Summarization via Expertise Separation. CoRR abs/2406.05360 (2024) - 2023
- [c7]Di Luo, Weiheng Liao, Shuqi Li, Xin Cheng, Rui Yan:
Causality-Guided Multi-Memory Interaction Network for Multivariate Stock Price Movement Prediction. ACL (1) 2023: 12164-12176 - [c6]Shen Gao, Xin Cheng, Mingzhe Li, Xiuying Chen, Jinpeng Li, Dongyan Zhao, Rui Yan:
Dialogue Summarization with Static-Dynamic Structure Fusion Graph. ACL (1) 2023: 13858-13873 - [c5]Xin Cheng, Yankai Lin, Xiuying Chen, Dongyan Zhao, Rui Yan:
Decouple knowledge from paramters for plug-and-play language modeling. ACL (Findings) 2023: 14288-14308 - [c4]Xin Cheng, Di Luo, Xiuying Chen, Lemao Liu, Dongyan Zhao, Rui Yan:
Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory. NeurIPS 2023 - [c3]Xiuying Chen, Mingzhe Li, Shen Gao, Xin Cheng, Qiang Yang, Qishen Zhang, Xin Gao, Xiangliang Zhang:
A Topic-aware Summarization Framework with Different Modal Side Information. SIGIR 2023: 1416-1425 - [c2]Jinpeng Li, Yingce Xia, Xin Cheng, Dongyan Zhao, Rui Yan:
Learning Disentangled Representation via Domain Adaptation for Dialogue Summarization. WWW 2023: 1693-1702 - [i6]Xin Cheng, Shen Gao, Yuchi Zhang, Yongliang Wang, Xiuying Chen, Mingzhe Li, Dongyan Zhao, Rui Yan:
Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately. CoRR abs/2301.11682 (2023) - [i5]Xin Cheng, Di Luo, Xiuying Chen, Lemao Liu, Dongyan Zhao, Rui Yan:
Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory. CoRR abs/2305.02437 (2023) - [i4]Xiuying Chen, Mingzhe Li, Shen Gao, Xin Cheng, Qiang Yang, Qishen Zhang, Xin Gao, Xiangliang Zhang:
A Topic-aware Summarization Framework with Different Modal Side Information. CoRR abs/2305.11503 (2023) - [i3]Xin Cheng, Yankai Lin, Xiuying Chen, Dongyan Zhao, Rui Yan:
Decouple knowledge from paramters for plug-and-play language modeling. CoRR abs/2305.11564 (2023) - [i2]Xin Cheng, Xun Wang, Tao Ge, Si-Qing Chen, Furu Wei, Dongyan Zhao, Rui Yan:
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines. CoRR abs/2309.17061 (2023) - 2022
- [c1]Xin Cheng, Shen Gao, Lemao Liu, Dongyan Zhao, Rui Yan:
Neural Machine Translation with Contrastive Translation Memories. EMNLP 2022: 3591-3601 - [i1]Xin Cheng, Shen Gao, Lemao Liu, Dongyan Zhao, Rui Yan:
Neural Machine Translation with Contrastive Translation Memories. CoRR abs/2212.03140 (2022)
Coauthor Index
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