Felix Juefei Xu

New York City, United States

Felix Juefei Xu is a Research Scientist with GenAI at Meta, based in New York City, where he works on robust perception and efficient learning problems in the domain of generative AI. Previously, he was a Research Scientist with Alibaba Group, based in Sunnyvale, CA. He received the Ph.D. degree in Electrical and Computer Engineering from Carnegie Mellon University (CMU), Pittsburgh, PA, USA. Prior to that, he received the M.S. degree in Electrical and Computer Engineering and the M.S. degree in Machine Learning from CMU, and the B.S. degree in Electronic Engineering from Shanghai Jiao Tong University (SJTU), Shanghai, China. He is the recipient of multiple best/distinguished paper awards, including IJCB 2011, BTAS 2015 and 2016, ASE 2018, and ACCV 2018.

Felix's Publications

January 31, 2024

Research

LRR: Language-Driven Resamplable Continuous Representation against Adversarial Tracking Attacks

Felix Xu, Di Lin, Jianjun Zhao, Jianlang Chen, Lei Ma, Qing Guo, Wei Feng, Xuhong Ren

January 31, 2024

January 31, 2024

Research

ArchRepair: Block-Level Architecture-Oriented Repairing for Deep Neural Networks

Felix Xu, Fuyuan Zhang, Hua Qi, Jianjun Zhao, Jianlang Chen, Lei Ma, Qing Guo, Zhijie Wang

January 31, 2024

January 31, 2024

Research

ALA: Naturalness-aware Adversarial Lightness Attack

Felix Xu, Geguang Pu, Jiayi Zhu, Jincao Feng, Liangru Sun, Qing Guo, Yang Liu, Yihao Huang

January 31, 2024

January 31, 2024

Research

Among Us: Adversarially Robust Collaborative Perception by Consensus

Yiming Li, Qi Fang, Jiamu Bai, Siheng Chen, Felix Xu, Chen Feng

January 31, 2024

January 31, 2024

Research

Common Corruption Robustness of Point Cloud Detectors: Benchmark and Enhancement

Shuangzhi Li, Zhijie Wang, Felix Xu, Qing Guo, Xingyu Li, Lei Ma

January 31, 2024

January 31, 2024

Research

TFormer: A Transmission-Friendly ViT Model for IoT Devices

Felix Xu, Chuntao Ding, Shangguang Wang, Vishnu Naresh Boddeti, Yun Yang, Zhichao Lu

January 31, 2024