Kunyu Peng

Postdoc, IAR, Karlsruher Institut für Technologie

Joined

October 2022

Names

Kunyu Peng (Preferred)

Emails

****@kit.edu (Confirmed)

Personal Links

Career & Education History

Postdoc

IAR, Karlsruher Institut für Technologie (kit.edu)

2024 – 2026

PhD student

IAR, Karlsruher Institut für Technologie (kit.edu)

2021 – 2024

MS student

IAR, Karlsruher Institut für Technologie (kit.edu)

2017 – 2020

Undergrad student

Automation, Beijing Institute of Technology (bit.edu.cn)

2013 – 2017

Advisors, Relations & Conflicts

Coauthor

Ruiping Liu

2022 – 2026

Coauthor

Haodong Fu

2022 – 2026

Coauthor

Kaiwen Wang

2022 – 2026

PhD Advisor

Rainer Stiefelhagen

2021 – 2026

PhD Advisor

Alina Roitberg

2021 – 2026

Coauthor

David Schneider

2021 – 2026

Coauthor

Jiaming Zhang

2021 – 2026

Coauthor

Saquib Sarfraz

2021 – 2026

Coauthor

Kailun Yang

2021 – 2026

Coauthor

Hao Shi

2022 – 2023

Coauthor

Simon Reiß

2021 – 2023

Expertise

Activity recognition

2021 – 2026

Video classification

2021 – 2026

Emotion recognition

2021 – 2026

Video-based health monitoring

2021 – 2026

Publications

Diffusion-based Cumulative Adversarial Purification for Vision Language Models
Jia Fu, Yongtao Wu, Yihang Chen, Kunyu Peng, Xiao Zhang, Volkan Cevher, Sepideh Pashami, Anders Holst
- Accepted by TMLR
- Readers: Everyone
Go Beyond Earth: Understanding Human Actions and Scenes in Microgravity Environments
Di Wen, Lei Qi, Kunyu Peng, Kailun Yang, Fei Teng, Ao Luo, Jia Fu, Yufan Chen, Ruiping Liu, Yitian Shi, M. Saquib Sarfraz, Rainer Stiefelhagen
- ICLR 2026 Poster
- Readers: Everyone
EReLiFM: Evidential Reliability-Aware Residual Flow Meta-Learning for Open-Set Domain Generalization under Noisy Labels
Kunyu Peng, Di Wen, Kailun Yang, Jia Fu, Yufan Chen, Ruiping Liu, Jiamin Wu, Junwei Zheng, M. Saquib Sarfraz, Luc Van Gool, Danda Pani Paudel, Rainer Stiefelhagen
- Submitted to ICLR 2026
- Readers: Everyone
RoHOI: Robustness Benchmark for Human-Object Interaction Detection
Di Wen, Kunyu Peng, Kailun Yang, Yufan Chen, Ruiping Liu, Junwei Zheng, Alina Roitberg, Danda Pani Paudel, Luc Van Gool, Rainer Stiefelhagen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Diffusion-based Cumulative Adversarial Purification for Vision Language Models
Jia Fu, Yongtao Wu, Yihang Chen, Kunyu Peng, Xiao Zhang, Volkan Cevher, Sepideh Pashami, Anders Holst
- Submitted to ICLR 2026
- Readers: Everyone
Open Panoramic Segmentation
Junwei Zheng, Ruiping Liu, Yufan Chen, Kunyu Peng, Chengzhi Wu, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen
- ECCV 2024
- Readers: Everyone
CSBrain: A Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding
Yuchen Zhou, Jiamin Wu, Zichen Ren, Zhouheng Yao, Weiheng Lu, Kunyu Peng, Qihao Zheng, Chunfeng Song, Wanli Ouyang, Chao Gou
- NeurIPS 2025 spotlight
- Readers: Everyone
HopaDIFF: Holistic-Partial Aware Fourier Conditioned Diffusion for Referring Human Action Segmentation in Multi-Person Scenarios
Kunyu Peng, Junchao Huang, Xiangsheng Huang, Di Wen, Junwei Zheng, Yufan Chen, Kailun Yang, Jiamin Wu, Chongqing Hao, Rainer Stiefelhagen
- NeurIPS 2025 spotlight
- Readers: Everyone
Situat3DChange: Situated 3D Change Understanding Dataset for Multimodal Large Language Model
Ruiping Liu, Junwei Zheng, Yufan Chen, Zirui Wang, Kunyu Peng, Kailun Yang, Jiaming Zhang, Marc Pollefeys, Rainer Stiefelhagen
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
MindAligner: Explicit Brain Functional Alignment for Cross-Subject Visual Decoding from Limited fMRI Data
Yuqin Dai, Zhouheng Yao, Chunfeng Song, Qihao Zheng, Weijian Mai, Kunyu Peng, Shuai Lu, Wanli Ouyang, Jian Yang, Jiamin Wu
- ICML 2025 poster
- Readers: Everyone

View all 51 publications

Co-Authors

View all 72 co-authors