PLUS

PLUS Group @ ShanghaiTech

Perception, Learning and UnderStanding (PLUS): The research of our group is primarily focused on representation learning, including weakly-supervised learning and model generalization under small samples and/or multiple tasks, and complex reasoning for multimodal structured data in visual perception, natural language and bioinformatics.

PLUS Group @ ShanghaiTech

Perception, Learning and UnderStanding (PLUS): The research of our group is primarily focused on representation learning, including weakly-supervised learning and model generalization under small samples and/or multiple tasks, and complex reasoning for multimodal structured data in visual perception, natural language and bioinformatics.

PLUS Group @ ShanghaiTech

Perception, Learning and UnderStanding (PLUS): The research of our group is primarily focused on representation learning, including weakly-supervised learning and model generalization under small samples and/or multiple tasks, and complex reasoning for multimodal structured data in visual perception, natural language and bioinformatics.

Join PLUS

🚩 We are recruiting undergrad students in SIST as Research Assistant for our projects. Click for more information.

🚩 Our group is also recruiting top-caliber graduate students with strong expertise in computer vision and machine learning for 2026. Please send email to Prof. Xuming He for more information after registering your application on the school website.

News

📌 [02/2026] Three papers accepted by CVPR 2026!

📌 [01/2026] One paper accepted by ICLR 2026!

📌 [12/2025] One paper accepted by TMLR 2025!

📌 [9/2025] Two papers accepted by NeurIPS 2025!

📌 [12/2024] One paper accepted by AAAI 2025!

📌 [10/2024] One paper accepted by 3DV 2025!

📌 [03/2024] Two papers accepted by CVPR 2024!

📌 [02/2024] One paper accepted by IJCAI 2024!

📌 [01/2024] One paper accepted by AAAI 2024!

📌 [12/2023] One paper accepted by TPAMI 2023!

Recent Publications

Quickly discover relevant content by filtering publications.

CryoKRAQEN: Kernel-Regularized Annealing for Quantized Embedding Networks in Cryo-EM Heterogeneous Reconstruction

Heterogeneous reconstruction in cryo-electron microscopy (Cryo-EM) is fundamental for understanding macromolecular structural …

Wenyuan Gao, Yutan Wu, Xuming He

In CVPR 2026.

AffordGrasp: Cross-Modal Diffusion for Affordance-Aware Grasp Synthesis

AffordGrasp addresses affordance-aware grasp synthesis with cross-modal diffusion. (Please replace with full abstract.)

Xiaofei Wu, Yi Zhang, Yumeng Liu, Yuexin Ma, Yujiao Shi, Xuming He

In CVPR 2026.

WikiCLIP: An Efficient Contrastive Baseline for Open-domain Visual Entity Recognition

Open-domain visual entity recognition (VER) seeks to associate images with entities in encyclopedic knowledge bases such as Wikipedia. …

Shan Ning, Longtian Qiu, Jiaxuan Sun, Xuming He

In CVPR 2026.

WikiCLIP: An Efficient Contrastive Baseline for Open-domain Visual Entity Recognition

See all publications

Gallery

2025

2025 Graduation

2024

2024 Graduation

2024 Graduation

2022

2022 Travel

2021

2021 Graduation

2021 Travel

2019

PLUS Members 2019