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ORCIDLei Xu 0040
Person information
- unicode name: 磊徐
- affiliation: Amazon AWS, USA
- affiliation (PhD 2022): Massachusetts Institute of Technology (MIT), Laboratory for Information & Decision Systems (LIDS), Cambridge, MA, USA
- affiliation (former): Tsinghua University, Department of Computer Science and Technology, Beijing, China
Other persons with the same name
- Lei Xu — disambiguation page
- Lei Xu 0001
![[0000-0002-2752-1573]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-2752-1573")
— Shanghai Jiao Tong University, Centre for Cognitive Machines and Computational Health (CMaCH), China (and 2 more) - Lei Xu 0002 — University of Oxford, UK
- Lei Xu 0003 — Nanjing University, Department of Computer Science and Technology, State Key Laboratory for Novel Software Technology, Nanjing, China (and 1 more)
- Lei Xu 0004 — Dublin City University, Ireland (and 1 more)
- Lei Xu 0005 — Altera (and 1 more)
- Lei Xu 0006 — Qualcomm (and 1 more)
- Lei Xu 0007 — University of Texas at Arlington
- Lei Xu 0008 — School of Mechanical & Electronic Engineering, Jingdezhen Ceramic Institute
- Lei Xu 0009 — Nokia Research Center
- Lei Xu 0010 — Dalian Maritime University
- Lei Xu 0011 — China University of Mining & Technology
- Lei Xu 0012 — Kent State University, Department of Computer Science, OH, USA (and 4 more)
- Lei Xu 0013 — The Hong Kong Polytechnic University
- Lei Xu 0014 — Johns Hopkins University
- Lei Xu 0015 — Nanjing University of Science and Technology, School of Computer Science and Engineering, China (and 1 more)
- Lei Xu 0016 — Beijing Institute of Technology, School of Computer Science and Technology, China (and 2 more)
- Lei Xu 0017 — NEC Labs America, Princeton, NJ, USA (and 1 more)
- Lei Xu 0018 — Shanghai University, School of Computer Engineering and Science, China
- Lei Xu 0019 — Nanjing University of Science and Technology, School of Science, China (and 1 more)
- Lei Xu 0020 — Hefei University of Technology, School of Computer Science and Information Engineering, China
- Lei Xu 0021 — Tianjin University of Technology, School of Management, China (and 1 more)
- Lei Xu 0022 — University of Electronic Science and Technology of China, Center for Information in Medicine, Chengdu, China
- Lei Xu 0023 — Chinese Academy of Sciences, State Key Laboratory of Computer Architecture, Institute of Computing Technology
- Lei Xu 0024 — Texas A&M University, SUCCESS Lab, College Station, TX, USA (and 1 more)
- Lei Xu 0025 — Xihua University, Department of Electronics and Business Management, Chengdu, China (and 1 more)
- Lei Xu 0026 — Shanxi University, Department of Automation, Mechatronics Laboratory, Taiyuan, China (and 1 more)
- Lei Xu 0027 — Nanjing Forestry University, College of Information Science and Technology, Nanjing, China
- Lei Xu 0028 — Northwestern Polytechnical University, Xi'an, China (and 1 more)
- Lei Xu 0029 — Xi'an Jiaotong University, Department of Biomedical Engineering, Xi'an, China (and 1 more)
- Lei Xu 0030 — Bank of Canada, Ottawa, Canada (and 1 more)
- Lei Xu 0031 — Tsinghua University, Department of Earth System Science, Key Laboratory for Earth System Modeling, Beijing, China
- Lei Xu 0032 — Wuhan University, State Key Laboratory for Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan, China
- Lei Xu 0033 — Chongqing College of Electronic Engineering, Scientific Research and Social Services Department, Chongqing, China
- Lei Xu 0034 — Jiangsu University, School of Electrical and Information Engineering, Zhenjiang, China
- Lei Xu 0035 — Jiangsu University of Technology, School of Electrical and Information Engineering, Institute of Bioinformatics and Medical Engineering, Changzhou, China (and 1 more)
- Lei Xu 0036 — Tampere University, Department of Computing Sciences, Tampere, Finland (and 1 more)
- Lei Xu 0037 — Capital Medical University, Beijing Anzhen Hospital, Department of Radiology, Beijing, China
- Lei Xu 0038 — University of Nebraska, Department of Computer Science and Engineering, Lincoln, NE, USA
- Lei Xu 0039 — Zhejiang University, College of Computer Science and Technology, Hangzhou, China
- Lei Xu 0041 — Zhejiang Zheda Mingquan Technology Co., Ltd., Hangzhou, China
- Lei Xu 0042 — Neijiang Normal University, China
- Lei Xu 0043 — Shanghai Jiao Tong University, School of Electronics Information and Electrical Engineering, China
- Lei Xu 0044 — Sichuan University, Intelligent Interdisciplinary Research Center, College of Computer Science, Chengdu, China
- Lei Xu 0045 — Unit 92859 of PLA, Tianjin, China (and 1 more)
- Lei Xu 0046 — North China University of Water Resources and Electric Power, Zhengzhou, China
- Lei Xu 0047 — Shenzhen Polytechnic University, School of Electronic and Communication Engineering, China
- Lei Xu 0048 — Shenzhen Polytechnic, School of Electronics and Communication Engineering, China
- Lei Xu 0049 — China Railway Design Corporation, Tianjin, China (and 1 more)
- Lei Xu 0050 — Anhui University, School of Integrated Circuits, Hefei, China
- Lei Xu 0051 — Central South University, School of Civil Engineering, Changsha, China
- Lei Xu 0052 — Shenzhen Research Institute of Big Data, China
- Lei Xu 0053 — Huawei Ireland Research Centre, Ireland
- Lei Xu 0054 — DeepSeek-AI, Hangzhou, China
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2020 – today
- 2025
[j3]Lei Xu, Sarah Alnegheimish, Laure Berti-Équille, Alfredo Cuesta-Infante, Kalyan Veeramachaneni:
Single Word Change Is All You Need: Using LLMs to Create Synthetic Training Examples for Text Classifiers. Expert Syst. J. Knowl. Eng. 42(8) (2025)- [c9]Aparna Elangovan, Lei Xu, Jongwoo Ko, Mahsa Elyasi, Ling Liu, Sravan Babu Bodapati, Dan Roth:
Beyond correlation: The impact of human uncertainty in measuring the effectiveness of automatic evaluation and LLM-as-a-judge. ICLR 2025 - 2024
- [c8]Aparna Elangovan, Ling Liu, Lei Xu, Sravan Babu Bodapati, Dan Roth:
ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models. ACL (1) 2024: 1137-1160 - [c7]Lei Xu, Mohammed Asad Karim, Saket Dingliwal, Aparna Elangovan:
Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization. EMNLP (Industry Track) 2024: 35-49 - [i14]Lei Xu, Sarah Alnegheimish, Laure Berti-Équille, Alfredo Cuesta-Infante, Kalyan Veeramachaneni:
Single Word Change is All You Need: Designing Attacks and Defenses for Text Classifiers. CoRR abs/2401.17196 (2024) - [i13]Aparna Elangovan, Ling Liu, Lei Xu, Sravan Bodapati, Dan Roth:
ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models. CoRR abs/2405.18638 (2024) - [i12]Lei Xu, Mohammed Asad Karim, Saket Dingliwal, Aparna Elangovan:
Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization. CoRR abs/2410.02741 (2024) - [i11]Aparna Elangovan, Jongwoo Ko, Lei Xu, Mahsa Elyasi, Ling Liu, Sravan Bodapati, Dan Roth:
Beyond correlation: The impact of human uncertainty in measuring the effectiveness of automatic evaluation and LLM-as-a-judge. CoRR abs/2410.03775 (2024) - 2023
- [b1]Lei Xu:
Towards Deployable Robust Text Classifiers. MIT, USA, 2023 - 2022
- [j2]Shubhra Kanti Karmaker Santu, Md. Mahadi Hassan, Micah J. Smith, Lei Xu, Chengxiang Zhai, Kalyan Veeramachaneni:
AutoML to Date and Beyond: Challenges and Opportunities. ACM Comput. Surv. 54(8): 175:1-175:36 (2022) - [c6]Lei Xu, Laure Berti-Équille, Alfredo Cuesta-Infante, Kalyan Veeramachaneni:
In Situ Augmentation for Defending Against Adversarial Attacks on Text Classifiers. ICONIP (3) 2022: 485-496 - [c5]Lei Xu, Alfredo Cuesta-Infante, Laure Berti-Équille, Kalyan Veeramachaneni:
R&R: Metric-guided Adversarial Sentence Generation. AACL/IJCNLP (Findings) 2022: 438-452 - [c4]Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu:
Exploring the Universal Vulnerability of Prompt-based Learning Paradigm. NAACL-HLT (Findings) 2022: 1799-1810 - [i10]Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu:
Exploring the Universal Vulnerability of Prompt-based Learning Paradigm. CoRR abs/2204.05239 (2022) - 2021
- [i9]Lei Xu, Kalyan Veeramachaneni:
Attacking Text Classifiers via Sentence Rewriting Sampler. CoRR abs/2104.08453 (2021) - 2020
- [j1]Ayana, Ziyun Wang, Lei Xu, Zhiyuan Liu, Maosong Sun:
Topic-sensitive neural headline generation. Sci. China Inf. Sci. 63(8): 1-16 (2020) - [i8]Shubhra Kanti Karmaker Santu, Md. Mahadi Hassan, Micah J. Smith, Lei Xu, ChengXiang Zhai, Kalyan Veeramachaneni:
A Level-wise Taxonomic Perspective on Automated Machine Learning to Date and Beyond: Challenges and Opportunities. CoRR abs/2010.10777 (2020)
2010 – 2019
- 2019
- [c3]Lei Xu, Maria Skoularidou, Alfredo Cuesta-Infante, Kalyan Veeramachaneni:
Modeling Tabular data using Conditional GAN. NeurIPS 2019: 7333-7343 - [i7]Kevin Alex Zhang, Alfredo Cuesta-Infante, Lei Xu, Kalyan Veeramachaneni:
SteganoGAN: High Capacity Image Steganography with GANs. CoRR abs/1901.03892 (2019) - [i6]Lei Xu, Shubhra Kanti Karmaker Santu, Kalyan Veeramachaneni:
MLFriend: Interactive Prediction Task Recommendation for Event-Driven Time-Series Data. CoRR abs/1906.12348 (2019) - [i5]Lei Xu, Maria Skoularidou, Alfredo Cuesta-Infante, Kalyan Veeramachaneni:
Modeling Tabular data using Conditional GAN. CoRR abs/1907.00503 (2019) - [i4]Kevin Alex Zhang, Lei Xu, Alfredo Cuesta-Infante, Kalyan Veeramachaneni:
Robust Invisible Video Watermarking with Attention. CoRR abs/1909.01285 (2019) - 2018
- [i3]Lei Xu, Kalyan Veeramachaneni:
Synthesizing Tabular Data using Generative Adversarial Networks. CoRR abs/1811.11264 (2018) - 2017
- [c2]Brandon Amos, Lei Xu, J. Zico Kolter:
Input Convex Neural Networks. ICML 2017: 146-155 - 2016
- [i2]Lei Xu, Ziyun Wang, Ayana, Zhiyuan Liu, Maosong Sun:
Topic Sensitive Neural Headline Generation. CoRR abs/1608.05777 (2016) - [i1]Brandon Amos, Lei Xu, J. Zico Kolter:
Input Convex Neural Networks. CoRR abs/1609.07152 (2016) - 2015
- [c1]Xinxiong Chen, Lei Xu, Zhiyuan Liu, Maosong Sun, Huan-Bo Luan:
Joint Learning of Character and Word Embeddings. IJCAI 2015: 1236-1242
Coauthor Index
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