Jiaqi Zhang

Selected Publications

(For the Full List, Please See Google Scholar)

^† Corresponding Author^* Equal Contribution

ACM MM 2026

Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration

ACM International Conference on Multimedia (ACM MM 2026)

Jiaqi Zhang^*, Zheng Pang^*, Rongrong Gao, Qiyuan Zhang, Yang Yang^†

PaperWebCode

ACM MM 2026

Metric-aware test-time adaptation framework for cross-subject multimodal IED detection

Metric-Aware Test-Time Adaptation for Cross-Subject Multimodal Epileptiform-Discharge Detection

ACM International Conference on Multimedia (ACM MM 2026)

Yuting Yan, Jiaqi Zhang, Ziliang Wang

Preprint

Evidence tracing and execution provenance framework for LLM agents

From Agent Traces to Trust: A Survey of Evidence Tracing and Execution Provenance in LLM Agents

Transactions on Machine Learning Research (TMLR)Under Review

Yiqi Wang, Jiaqi Zhang, Zhangkai Wu, Taotao Cai, Zirui Liu, Qingqiang Sun, Zequn Sun, Manqing Dong, Mingkai Zheng, Yu-Xuan Qiu, Xuefei Yin, Yanming Zhu

Paper

Preprint

Learning Orthogonal Disentanglement for Modality-Agnostic Medical Image Segmentation

Journal of Biomedical and Health Informatics (JBHI)Under Review

Kai Han, Jiaqi Zhang, Chongwen Lyu, Mengting Li, Jun Chen, Laihua Yang, Guangquan Zhou, Yang Chen, Zhe Liu^†

Paper

Preprint

Overview of the DDGF medical image super-resolution framework

Zero-Shot Medical Image Super-Resolution Using Denoising Diffusion Models with Gradient-Frequency Priors

Biomedical Signal Processing and Control (BSPC)Under Review

Jiaqi Zhang, Guo Yang, Rongrong Gao, Yang Yang^†

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