Research Intern | Amazon Prime Video.
Topic: Video Understanding and Generation
Mentor: Dr. Zhimin Chen , Dr. Florian Schiffers and Dr. Rui Zhao
Time: May 2025 - Present

Research Intern | PAII Inc.
Topic: Co-speech Video Generation
Mentor: Dr. Ziyi Chen and Dr. Peng Chang
Time: May 2024 - March 2025

Research Intern | Snap Research.
Topic: ControlNet based Human Image Restoration
Mentor: Dr. Jian Wang
Time: Aug 2023 - March 2024

Research Intern | Meituan Inc.
Topic: Vision Transformer and Video Semantic Segmentation
Mentor: XiangXiang Chu
Time: May 2021 - Aug 2021

CI w/o TN: Context Injection without Task Name for Procedure Planning
Xinjie Li
Arxiv Preprint, 2024
[Arxiv]

Repetitive Action Counting with Motion Feature Learning
Xinjie Li, Huijuan Xu
WACV, 2024
[Paper] [Supp]

MEID: Mixture-of-Experts with Internal Distillation for Long-Tailed Video Recognition
Xinjie Li, Huijuan Xu
AAAI Oral, 2023
[Paper] [Supp] [Code]

Co-Speech Gesture Video Generation Implicit Motion-Audio Entanglement
Xinjie Li, Ziyi Chen, Xinlu Yu, Iek-Heng Chu, Peng Chang, Jing Xiao
CVPR, 2025
[Project]

Are Conditional Latent Diffusion Models Effective for Image Restoration?
Yunchen Yuan, Junyuan Xiao, Xinjie Li
Arxiv Preprint, 2024
[Arxiv]

DiffBody: Human Body Restoration by Imagining with Generative Diffusion Prior
Yiming Zhang, Zhe Wang, Xinjie Li, Yunchen Yuan, Chengsong Zhang, Xiao Sun, Zhihang Zhong, Jian Wang
Arxiv Preprint, 2024
[Arxiv]

SD-GAN: Semantic Decomposition for Face Image Synthesis with Discrete Attribute
Kangneng Zhou, Xiaobin Zhu, Daiheng Zhou, Kai Lee, Xinjie Li, Xu-Cheng Yin
ACM MM, 2022
[Paper] [Arxiv] [Code]

RetroMoE: A Mixture-of-Experts Latent Translation Framework for Single-step Retrosynthesis
Xinjie Li, Abhinav Verma
IJCAI, 2025

Sub-Clustering for Class Distance Recalculation in Long-Tailed Drug Discovery
Yujia Su*, Xinjie Li*, Lionel Z. Wang
Arxiv Preprint, 2025
[Arxiv] [Code]

EllipBench: A Large-scale Benchmark for Machine-learning based Ellipsometry Modeling
Yiming Ma*, Xinjie Li*, Xin Sun, Zhiyong Wang, Lionel Z. Wang
Arxiv Preprint, 2024
[Arxiv] [Code]

DANet: Dynamic Attention to Spoof Patterns for Face Anti-Spoofing
Chun-Yu Sun, Song-Lu Chen, Xinjie Li, Feng Chen, Xu-Cheng Yin
ICPR, 2022
[Paper]

Semantic Bilinear Pooling for Fine-Grained Recognition
Xinjie Li, Chun Yang, Song-Lu Chen, Chao Zhu, Xu-Cheng Yin
ICPR, 2020
[Paper] [Arxiv]

Stereo CenterNet based 3D Object Detection for Autonomous Driving
Yuguang Shi, Yu Guo, Zhenqiang Mi, Xinjie Li
Neurocomputing
[Paper] [Arxiv]