Wentao Jiang 姜文韬
Algorithm Engineer · Alibaba Group

I am an algorithm engineer working on image/video generation at Alimama, Alibaba Group, which I joined through the "Alibaba Star Program". I obtained my PhD degree (2019-2024) from the School of Computer Science and Engineering, Beihang University (BUAA), supervised by Prof. Si Liu. I used to visit SoC, NUS, supervised by Prof. Gim Hee Lee. Before my PhD study, I was a master student at Beihang University (BUAA). I received my B.Eng. degree from Harbin Engineering University (HEU) in 2019.

长期招聘视频/图像生成方向的实习生,有意请发邮件至winter.jwt AT alibaba-inc.com
Wentao Jiang portrait
About

Research focus on video and image generation, including pre-training, post-training and RLHF.

Experience

Algorithm Expert, Alimama · Alibaba Group
PhD, Beihang University (Prof. Si Liu)
Visiting Researcher, NUS (Prof. Gim Hee Lee)
Intern, Shanghai AI Laboratory & Sensetime Research

Keywords

AIGC · Diffusion · Video Generation · Image Generation

Latest News

Milestones and updates.

2024.07
Joined Alibaba Group, focusing on AIGC and creative generation systems.
2024.06
Received PhD degree from Beihang University; dissertation on "Controlled Image Synthesis and its Application".
2022.12
Visiting the Department of Computer Science at National University of Singapore (NUS).
2022.08
ECCV 2022 paper accepted with Prof. Si Liu and Dr. Sheng Jin.
2021.07
ICCV 2021 paper accepted with Prof. Si Liu and Dr. Ning Xu.
2021.05
TPAMI 2021 paper accepted with Prof. Si Liu.
2020.06
1 paper with Prof. Si Liu is accepted by CVPR 2020 as Oral Presentation!
Selected Publications

Representative works from 2019-2025.

IPRO

Identity-Preserving Image-to-Video Generation via Reward-Guided Optimization

Liao Shen*, Wentao Jiang*†, Yiran Zhu, Jiahe Li, Tiezheng Ge, Zhiguo Cao†, Bo Zheng

ArXiv · 2025
Survey

Data Augmentation in Human-Centric Vision

Wentao Jiang, Yige Zhang, Shaozhong Zheng, Si Liu, Shuicheng Yan

Vicinagearth · 2024
IROS

Realistic Rainy Weather Simulation for LiDARs in CARLA Simulator

Donglin Yang, Xinyu Cai, Zhenfeng Liu, Wentao Jiang, Bo Zhang, Guohang Yan, Xing Gao, Si Liu, Botian Shi

IROS · 2024
ACM MM

DUSA: Decoupled Unsupervised Sim2Real Adaptation for V2X Collaborative Perception

Xianghao Kong, Wentao Jiang, Jinrang Jia, Yifeng Shi, Runsheng Xu, Si Liu

ACM MM · 2023
RSU

Optimizing the Placement of Roadside LiDARs for Autonomous Driving

Wentao Jiang, Hao Xiang, Xinyu Cai, Runsheng Xu, Jiaqi Ma, Yikang Li, Gim Hee Lee, Si Liu

ICCV · 2023
ICRA

Analyzing Infrastructure LiDAR Placement with Realistic LiDAR Simulation Library

Xinyu Cai*, Wentao Jiang*, Runsheng Xu, Wenquan Zhao, Jiaqi Ma, Si Liu, Yikang Li

ICRA · 2023
PoseTrans

PoseTrans: Pose Transformation Augmentation for Human Pose Estimation

Wentao Jiang, Sheng Jin, Wentao Liu, Chen Qian, Ping Luo, Si Liu

ECCV · 2022
LGIE

Language-Guided Global Image Editing via Cross-Modal Cyclic Mechanism

Wentao Jiang, Ning Xu, Jiayun Wang, Chen Gao, Jing Shi, Zhe Lin, Si Liu

ICCV · 2021
PSGAN++

PSGAN++: Robust Detail-Preserving Makeup Transfer and Removal

Si Liu, Wentao Jiang, Chen Gao, Ran He, Jiashi Feng, Bo Li, Shuicheng Yan

TPAMI · 2021
PSGAN

PSGAN: Pose & Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer

Wentao Jiang, Si Liu, Chen Gao, Jie Cao, Ran He, Jiashi Feng, Shuicheng Yan

CVPR · 2020

(Oral Presentation, 5% acceptance rate)

UGAN

UGAN: Untraceable GAN for Multi-Domain Face Translation

Defa Zhu, Si Liu, Wentao Jiang, Chen Gao, Tianyi Wu, Qaingchang Wang, Guodong Guo

arXiv · 2019
Honors & Awards

Recognitions in academics & competitions.