Siran Peng

According to our database, Siran Peng authored at least 20 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Direct Discrepancy Replay: Distribution-Discrepancy Condensation and Manifold-Consistent Replay for Continual Face Forgery Detection.

Tianshuo Zhang, Haoyuan Zhang, Siran Peng, Weisong Zhao, Xiangyu Zhu, Zhen Lei

CoRR, April, 2026

From Intuition to Investigation: A Tool-Augmented Reasoning MLLM Framework for Generalizable Face Anti-Spoofing.

Haoyuan Zhang, Keyao Wang, Guosheng Zhang, Haixiao Yue, Zhiwen Tan, Siran Peng, Tianshuo Zhang, Xiao Tan, Kunbin Chen, Wei He, Jingdong Wang, Ajian Liu, Xiangyu Zhu, Zhen Lei

CoRR, March, 2026

UPA: Unsupervised Prompt Agent via Tree-Based Search and Selection.

Siran Peng, Weisong Zhao, Tianyu Fu, Chenxu Zhao, Tianshuo Zhang, Haoyuan Zhang, Xiangyu Zhu, Minghui Wu, Zhen Lei

CoRR, January, 2026

One Ring to Rule Them All: Unifying Group-Based RL via Dynamic Power-Mean Geometry.

Weisong Zhao, Tong Wang, Zichang Tan, Te Yang, Siran Peng, Haoyuan Zhang, Tianshuo Zhang, Haichao Shi, Meng Meng, Yang Yang, Xiangyu Zhu, Zhen Lei, Xiaoyu Zhang, Xu Zhou

CoRR, January, 2026

Adaptive 3D Convolution for Remote Sensing Image Fusion.

Siran Peng, Xiangyu Zhu, Shang-Qi Deng, Liang-Jian Deng, Zhen Lei

IEEE Trans. Image Process., 2026

Unifying Locality of KANs and Feature Drift Compensation Projection for Data-Free Replay Based Continual Face Forgery Detection.

Tianshuo Zhang, Siran Peng, Li Gao, Haoyuan Zhang, Xiangyu Zhu, Zhen Lei

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

S2WMamba: A Spectral-Spatial Wavelet Mamba for Pansharpening.

Haoyu Zhang, Junhan Luo, Yugang Cao, Siran Peng, Jie Huang, Liangjian Deng

CoRR, December, 2025

LAKAN: Landmark-assisted Adaptive Kolmogorov-Arnold Network for Face Forgery Detection.

Jiayao Jiang, Siran Peng, Bin Liu, Qi Chu, Nenghai Yu

CoRR, October, 2025

DevFD: Developmental Face Forgery Detection by Learning Shared and Orthogonal LoRA Subspaces.

Tianshuo Zhang, Li Gao, Siran Peng, Xiangyu Zhu, Zhen Lei

CoRR, September, 2025

Mano Report.

Tianyu Fu, Anyang Su, Chenxu Zhao, Hanning Wang, Minghui Wu, Zhe Yu, Fei Hu, Mingjia Shi, Wei Dong, Jiayao Wang, Yuyang Chen, Ruiyang Yu, Siran Peng, Menglin Li, Nan Huang, Haitian Wei, Jiawei Yu, Yi Xin, Xilin Zhao, Kai Gu, Ping Jiang, Sifan Zhou, Shuo Wang

CoRR, September, 2025

DiffusionFF: Face Forgery Detection via Diffusion-based Artifact Localization.

Siran Peng, Haoyuan Zhang, Li Gao, Tianshuo Zhang, Bao Li, Zhen Lei

CoRR, August, 2025

MLLM-Enhanced Face Forgery Detection: A Vision-Language Fusion Solution.

Siran Peng, Zipei Wang, Li Gao, Xiangyu Zhu, Tianshuo Zhang, Ajian Liu, Haoyuan Zhang, Zhen Lei

CoRR, May, 2025

WMamba: Wavelet-based Mamba for Face Forgery Detection.

Siran Peng, Tianshuo Zhang, Li Gao, Xiangyu Zhu, Haoyuan Zhang, Kai Pang, Zhen Lei

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

A General Adaptive Dual-level Weighting Mechanism for Remote Sensing Pansharpening.

Jie Huang, Haorui Chen, Jiaxuan Ren, Siran Peng, Liangjian Deng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Wavelet-Assisted Multi-Frequency Attention Network for Pansharpening.

Jie Huang, Rui Huang, Jinghao Xu, Siran Peng, Yule Duan, Liang-Jian Deng

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Formulating facial mesh tracking as a differentiable optimization problem: a backpropagation-based solution.

Siran Peng, Xiangyu Zhu, Dong Yi, Chen Qian, Zhen Lei

Vis. Intell., 2024

FusionMamba: Efficient Remote Sensing Image Fusion With State Space Model.

Siran Peng, Xiangyu Zhu, Haoyu Deng, Liang-Jian Deng, Zhen Lei

IEEE Trans. Geosci. Remote. Sens., 2024

FusionMamba: Efficient Image Fusion with State Space Model.

Siran Peng, Xiangyu Zhu, Haoyu Deng, Zhen Lei, Liang-Jian Deng

CoRR, 2024

2023

U2Net: A General Framework with Spatial-Spectral-Integrated Double U-Net for Image Fusion.

Siran Peng, Chenhao Guo, Xiao Wu, Liang-Jian Deng

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

Source-Adaptive Discriminative Kernels based Network for Remote Sensing Pansharpening.

Siran Peng, Liang-Jian Deng, Jin-Fan Hu, Yu-Wei Zhuo

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022