Xiaopeng Guo

PhD student, Peking University

Joined

August 2021

Names

Xiaopeng Guo (Preferred)

Emails

****@stu.pku.edu.cn (Confirmed)

,

****@ieee.org (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Peking University (pku.edu.cn)

2020 – Present

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

Cognitive Science

2020 – Present

Computer Vision

2016 – Present

Publications

STR-Saliency: Decomposition-based Perturbations to Generate Saliency Maps for Temporal Black-box Model Interpretation
Runkai Chen, Yuedi Chen, Haozhe Xu, Xiaopeng Guo, Jun Sun
- ICASSP 2025
- Readers: Everyone
Programming Knowledge Tracing with Context and Structure Integration
Xiaopeng Guo, Maojing Shu, Zhijie Huang, Jun Liu, Jun Sun
- KSEM (1) 2024
- Readers: Everyone
Generalized Compressed Video Restoration by Multi-Scale Temporal Fusion and Hierarchical Quality Score Estimation
Zhijie Huang, Tianyi Sun, Xiaopeng Guo, Yanze Wang, Jun Sun
- Published: 01 Jan 2023, Last Modified: 25 Sept 2023
- ICME 2023
- Readers: Everyone
FastCNN: Towards Fast and Accurate Spatiotemporal Network for HEVC Compressed Video Enhancement
Zhijie Huang, Jun Sun, Xiaopeng Guo
- Published: 01 Jan 2023, Last Modified: 25 Sept 2023
- ACM Trans. Multim. Comput. Commun. Appl. 2023
- Readers: Everyone
One-for-All: An Efficient Variable Convolution Neural Network for In-Loop Filter of VVC
Zhijie Huang, Jun Sun, Xiaopeng Guo, Mingyu Shang
- Published: 01 Jan 2022, Last Modified: 25 Sept 2023
- IEEE Trans. Circuits Syst. Video Technol. 2022
- Readers: Everyone
Adaptive Deep Reinforcement Learning-Based In-Loop Filter for VVC
Zhijie Huang, Jun Sun, Xiaopeng Guo, Mingyu Shang
- Published: 01 Jan 2021, Last Modified: 25 Sept 2023
- IEEE Trans. Image Process. 2021
- Readers: Everyone
Enhancing Knowledge Tracing via Adversarial Training
Xiaopeng Guo, Zhijie Huang, Jie Gao, Mingyu Shang, Maojing Shu, Jun Sun
- Published: 01 Jan 2021, Last Modified: 25 Sept 2023
- ACM Multimedia 2021
- Readers: Everyone
An Efficient QP Variable Convolutional Neural Network Based In-loop Filter for Intra Coding
Zhijie Huang, Xiaopeng Guo, Mingyu Shang, Jie Gao, Jun Sun
- Published: 01 Jan 2021, Last Modified: 25 Sept 2023
- DCC 2021
- Readers: Everyone
Enhancing Knowledge Tracing via Adversarial Training
Xiaopeng Guo, Zhijie Huang, Jie Gao, Mingyu Shang, Maojing Shu, Jun Sun
- Published: 01 Jan 2021, Last Modified: 25 Sept 2023
- CoRR 2021
- Readers: Everyone

View all 21 publications

Co-Authors

View all 33 co-authors