Lei Xu - RankMe

28 papers A* 4Journal 18Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	The Illusion of Human AI Parity Under Uncertainty: Navigating Elusive Ground Truth via a Probabilistic Paradigm. CoRR Aparna Elangovan, Lei Xu, Mahsa Elyasi, Ismail Akdulum, Mehmet Aksakal, Enes Gurun, Brian Hur, Saab Mansour, Ravid Shwartz Ziv, Karin Verspoor, Dan Roth
2025	A*	`conf`	Beyond correlation: The impact of human uncertainty in measuring the effectiveness of automatic evaluation and LLM-as-a-judge. ICLR Aparna Elangovan, Lei Xu, Jongwoo Ko, Mahsa Elyasi, Ling Liu, Sravan Babu Bodapati, Dan Roth
2025	J	`jnl`	Single Word Change Is All You Need: Using LLMs to Create Synthetic Training Examples for Text Classifiers. Expert Syst. J. Knowl. Eng. Lei Xu, Sarah Alnegheimish, Laure Berti-Équille, Alfredo Cuesta-Infante, Kalyan Veeramachaneni
2024	J	`jnl`	Beyond correlation: The impact of human uncertainty in measuring the effectiveness of automatic evaluation and LLM-as-a-judge. CoRR Aparna Elangovan, Jongwoo Ko, Lei Xu, Mahsa Elyasi, Ling Liu, Sravan Bodapati, Dan Roth
2024	—	`conf`	ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models. ACL (1) Aparna Elangovan, Ling Liu, Lei Xu, Sravan Babu Bodapati, Dan Roth
2024	J	`jnl`	ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models. CoRR Aparna Elangovan, Ling Liu, Lei Xu, Sravan Bodapati, Dan Roth
2024	—	`conf`	Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization. EMNLP (Industry Track) Lei Xu, Mohammed Asad Karim, Saket Dingliwal, Aparna Elangovan
2024	J	`jnl`	Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization. CoRR Lei Xu, Mohammed Asad Karim, Saket Dingliwal, Aparna Elangovan
2024	J	`jnl`	Single Word Change is All You Need: Designing Attacks and Defenses for Text Classifiers. CoRR Lei Xu, Sarah Alnegheimish, Laure Berti-Équille, Alfredo Cuesta-Infante, Kalyan Veeramachaneni
2023	—	`—`	Towards Deployable Robust Text Classifiers Lei Xu
2022	J	`jnl`	AutoML to Date and Beyond: Challenges and Opportunities. ACM Comput. Surv. Shubhra Kanti Karmaker Santu, Md. Mahadi Hassan, Micah J. Smith, Lei Xu, ChengXiang Zhai, Kalyan Veeramachaneni
2022	—	`conf`	Exploring the Universal Vulnerability of Prompt-based Learning Paradigm. NAACL-HLT (Findings) Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu
2022	J	`jnl`	Exploring the Universal Vulnerability of Prompt-based Learning Paradigm. CoRR Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu
2022	—	`conf`	In Situ Augmentation for Defending Against Adversarial Attacks on Text Classifiers. ICONIP (3) Lei Xu, Laure Berti-Équille, Alfredo Cuesta-Infante, Kalyan Veeramachaneni
2022	—	`conf`	R&R: Metric-guided Adversarial Sentence Generation. AACL/IJCNLP (Findings) Lei Xu, Alfredo Cuesta-Infante, Laure Berti-Équille, Kalyan Veeramachaneni
2021	J	`jnl`	Attacking Text Classifiers via Sentence Rewriting Sampler. CoRR Lei Xu, Kalyan Veeramachaneni
2020	J	`jnl`	A Level-wise Taxonomic Perspective on Automated Machine Learning to Date and Beyond: Challenges and Opportunities. CoRR Shubhra Kanti Karmaker Santu, Md. Mahadi Hassan, Micah J. Smith, Lei Xu, ChengXiang Zhai, Kalyan Veeramachaneni
2020	J	`jnl`	Topic-sensitive neural headline generation. Sci. China Inf. Sci. Ayana, Ziyun Wang, Lei Xu, Zhiyuan Liu, Maosong Sun
2019	J	`jnl`	MLFriend: Interactive Prediction Task Recommendation for Event-Driven Time-Series Data. CoRR Lei Xu, Shubhra Kanti Karmaker Santu, Kalyan Veeramachaneni
2019	A*	`conf`	Modeling Tabular data using Conditional GAN. NeurIPS Lei Xu, Maria Skoularidou, Alfredo Cuesta-Infante, Kalyan Veeramachaneni
2019	J	`jnl`	Modeling Tabular data using Conditional GAN. CoRR Lei Xu, Maria Skoularidou, Alfredo Cuesta-Infante, Kalyan Veeramachaneni
2019	J	`jnl`	Robust Invisible Video Watermarking with Attention. CoRR Kevin Alex Zhang, Lei Xu, Alfredo Cuesta-Infante, Kalyan Veeramachaneni
2019	J	`jnl`	SteganoGAN: High Capacity Image Steganography with GANs. CoRR Kevin Alex Zhang, Alfredo Cuesta-Infante, Lei Xu, Kalyan Veeramachaneni
2018	J	`jnl`	Synthesizing Tabular Data using Generative Adversarial Networks. CoRR Lei Xu, Kalyan Veeramachaneni
2017	A*	`conf`	Input Convex Neural Networks. ICML Brandon Amos, Lei Xu, J. Zico Kolter
2016	J	`jnl`	Input Convex Neural Networks. CoRR Brandon Amos, Lei Xu, J. Zico Kolter
2016	J	`jnl`	Topic Sensitive Neural Headline Generation. CoRR Lei Xu, Ziyun Wang, Ayana, Zhiyuan Liu, Maosong Sun
2015	A*	`conf`	Joint Learning of Character and Word Embeddings. IJCAI Xinxiong Chen, Lei Xu, Zhiyuan Liu, Maosong Sun, Huan-Bo Luan