Haofan Wang

Member of Technical Staff, Lovart AI

haofanwang.ai (at) gmail.com

Biography

Haofan Wang (王浩帆) is a Member of Technical Staff at Lovart AI. He founded InstantX Team for open-sourcing. Previously, he worked at Xiaohongshu and Kuaishou. He obtained master's degree from Carnegie Mellon University. He visited the Image and Video Understanding Laboratory (IVUL) at KAUST in 2020 and the DATA Lab at Texas A&M University in 2019. He studied at UC Berkeley in 2017 as a visiting student and worked as a research assistant at Berkeley RISE Lab on Clipper. He also spent time at OpenMined, RealAI, Everspry, Horizon Robotics, and the Institute of Software at the Chinese Academy of Sciences. His highlighted works include EasyControl, InstantStyle, InstantID, and Score-CAM.

Selected Publications

OmniPSD: Layered PSD Generation with Diffusion Transformer

Cheng Liu, Yiren Song, Haofan Wang, and Mike Zheng Shou.

[Project] [Paper] [Code]

PosterCopilot: Toward Layout Reasoning and Controllable Editing for Professional Graphic Design

Jiazhe Wei, Ken Li, Tianyu Lao, Haofan Wang, Liang Wang, Caifeng Shan, and Chenyang Si.

[Project] [Paper] [Code]

EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer

Yuxuan Zhang, Yirui Yuan, Yiren Song, Haofan Wang, Jiaming Liu

[Project] [Paper] [Code] [HF]

InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation

Haofan Wang^*, Qixun Wang, Xu Bai, Zekui Qin, and Anthony Chen. ^* Corresponding author.

[Project] [Paper] [Code]

InstantID: Zero-shot Identity-Preserving Generation in Seconds

Qixun Wang, Xu Bai, Haofan Wang^*, Zekui Qin, and Anthony Chen. ^* Corresponding author.

[Project] [Paper] [Code] [News]

Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks

Haofan Wang, Zifan Wang, Mengnan Du, Fan Yang, Zijian Zhang, Sirui Ding, Piotr Mardziel, and Xia (Ben) Hu

[Code] [Paper] [Slides] [News]

Teaching

Guest Lecture, CS5260: Neural Networks and Deep Learning II, Prof. Yang You, Spring 2024, National University of Singapore
Teaching Assistant, 18-793 Image and Video Processing, Prof. Aswin C Sankaranarayanan, Summer 2020, Carnegie Mellon University

Professional Services

Journal Reviewer: IJCV, TMM, TKDD, AI Communications
Conference Reviewer: SIGGRAPH, NeurIPS, ICLR, ICML, CVPR, ICCV, ECCV, ACMMM, XAI4CV@CVPR, PRCV

Career Trajectory

Kuaishou (2021 – 2022) → Xiaohongshu (2022 – 2024) → Lovart AI (2024 – )