Felix Juefei Xu

RESEARCH SCIENTIST | 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

July 23, 2024

COMPUTER VISION

Imagine yourself: Tuning-Free Personalized Image Generation

Zecheng He, Bo Sun, Felix Xu, Haoyu Ma, Ankit Ramchandani, Vincent Cheung, Siddharth Shah, Anmol Kalia, Ning Zhang, Peizhao Zhang, Roshan Sumbaly, Peter Vajda, Animesh Sinha

July 23, 2024

January 25, 2024

COMPUTER VISION

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 25, 2024

October 29, 2023

COMPUTER VISION

ALA: Naturalness-aware Adversarial Lightness Attack

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

October 29, 2023

September 29, 2023

COMPUTER VISION

Among Us: Adversarially Robust Collaborative Perception by Consensus

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

September 29, 2023

September 22, 2023

COMPUTER VISION

CORE MACHINE LEARNING

Common Corruption Robustness of Point Cloud Detectors: Benchmark and Enhancement

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

September 22, 2023

February 21, 2023

COMPUTER VISION

CORE MACHINE LEARNING

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

February 21, 2023

December 01, 2022

COMPUTER VISION

CORE MACHINE LEARNING

TFormer: A Transmission-Friendly ViT Model for IoT Devices

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

December 01, 2022