Lei Xu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 19

Top Topics

Video Watermarking

Text Classifiers

Top Venues

NAACL-HLT (Findings)

AACL/IJCNLP (Findings)

Sci. China Inf. Sci.

Publications

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 (2024)
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) (2022)
Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu
Exploring the Universal Vulnerability of Prompt-based Learning Paradigm. NAACL-HLT (Findings) (2022)
Lei Xu, Laure Berti-Équille, Alfredo Cuesta-Infante, Kalyan Veeramachaneni
In Situ Augmentation for Defending Against Adversarial Attacks on Text Classifiers. ICONIP (3) (2022)
Lei Xu, Alfredo Cuesta-Infante, Laure Berti-Équille, Kalyan Veeramachaneni
R&R: Metric-guided Adversarial Sentence Generation. AACL/IJCNLP (Findings) (2022)
Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu
Exploring the Universal Vulnerability of Prompt-based Learning Paradigm. CoRR (2022)
Lei Xu, Kalyan Veeramachaneni
Attacking Text Classifiers via Sentence Rewriting Sampler. CoRR (2021)
Ayana, Ziyun Wang, Lei Xu, Zhiyuan Liu, Maosong Sun
Topic-sensitive neural headline generation. Sci. China Inf. Sci. 63 (8) (2020)
Lei Xu, Iván Ramírez, Kalyan Veeramachaneni
Rewriting Meaningful Sentences via Conditional BERT Sampling and an application on fooling text classifiers. CoRR (2020)
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 (2020)
Lei Xu, Maria Skoularidou, Alfredo Cuesta-Infante, Kalyan Veeramachaneni
Modeling Tabular data using Conditional GAN. CoRR (2019)
Kevin Alex Zhang, Alfredo Cuesta-Infante, Lei Xu, Kalyan Veeramachaneni
SteganoGAN: High Capacity Image Steganography with GANs. CoRR (2019)
Lei Xu, Maria Skoularidou, Alfredo Cuesta-Infante, Kalyan Veeramachaneni
Modeling Tabular data using Conditional GAN. NeurIPS (2019)
Kevin Alex Zhang, Lei Xu, Alfredo Cuesta-Infante, Kalyan Veeramachaneni
Robust Invisible Video Watermarking with Attention. CoRR (2019)
Lei Xu, Shubhra Kanti Karmaker Santu, Kalyan Veeramachaneni
MLFriend: Interactive Prediction Task Recommendation for Event-Driven Time-Series Data. CoRR (2019)
Lei Xu, Kalyan Veeramachaneni
Synthesizing Tabular Data using Generative Adversarial Networks. CoRR (2018)
Brandon Amos, Lei Xu, J. Zico Kolter
Input Convex Neural Networks. ICML (2017)
Lei Xu, Ziyun Wang, Ayana, Zhiyuan Liu, Maosong Sun
Topic Sensitive Neural Headline Generation. CoRR (2016)
Brandon Amos, Lei Xu, J. Zico Kolter
Input Convex Neural Networks. CoRR (2016)
Xinxiong Chen, Lei Xu, Zhiyuan Liu, Maosong Sun, Huan-Bo Luan
Joint Learning of Character and Word Embeddings. IJCAI (2015)