Jiaqi Tang

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Full Publication List

Below is a complete list of my publications. Selected publications are shown on the main page.

Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding
Jiaqi Tang*, Jianmin Chen*, Wei Wei†, Xiaogang Xu, Runtao Liu, Xiangyu Wu, Qipeng Xie, Jiafei Wu, Lei Zhang, Qifeng Chen†
AAAI Conference on Artificial Intelligence (AAAI), 2026   (Oral, *: Equal Contribution)
bibtex

Degradation-aware reasoning for robust visual understanding.

RhythmGuassian: Repurposing Generalizable Gaussian Model For Remote Physiological Measurement
Hao Lu*, Yuting Zhang*, Jiaqi Tang, Bowen Fu, Wenhang Ge, Wei Wei, Kaishun Wu, Ying-Cong Chen
IEEE/CVF International Conference on Computer Vision (ICCV), 2025   (Highlight, *: Equal Contribution)
bibtex

Repurposing generalizable Gaussian model for remote physiological measurement.

Co-Painter: Fine-Grained Controllable Image Stylization via Implicit Decoupling and Adaptive Injection
Bowen Fu, Wei Wei, Jiaqi Tang, Jiangtao Nie, Xiaogang Xu, Ying-Cong Chen, Lei Zhang
IEEE/CVF International Conference on Computer Vision (ICCV), 2025
bibtex

Fine-grained controllable image stylization via implicit decoupling and adaptive injection.

SURGEON: Memory-Adaptive Fully Test-Time Adaptation via Dynamic Sparsity Activation
Ke Ma, Jiaqi Tang, Fan Dang, Bin Guo†, Sicong Liu, Cheng Fang, Zhui Zhu, Lei Wu, Ying-Cong Chen, Zhiwen Yu, Yunhao Liu†
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025   (Highlight, Top 2.9%)
code / bibtex

Memory-adaptive test-time adaptation method that dynamically activates sparsity for efficient adaptation.

ACE: Attribution-Controlled Knowledge Editing for Multi-hop Factual Recall
Jiayu Yang, Yuxuan Fan, Songning Lai, Shengen Wu, Jiaqi Tang, Chun Kang, Zhijiang Guo, Yutao Yue
arXiv preprint, 2025
arXiv / bibtex

Attribution-controlled knowledge editing for multi-hop factual recall.

LPO: Towards Accurate GUI Agent Interaction via Location Preference Optimization
Jiaqi Tang, Yu Xia, Yi-Feng Wu, Yuwei Hu, Yuhui Chen, Qing-Guo Chen, Xiaogang Xu, Xiangyu Wu, Hao Lu, Yanqing Ma, Shiyin Lu, Qifeng Chen
arXiv preprint, 2025
arXiv / bibtex

Location preference optimization for accurate GUI agent interaction.

Sage Deer: A Super-Aligned Driving Generalist Is Your Copilot
Hao Lu, Jiaqi Tang, Jiyao Wang, Yunfan LU, Xu Cao, Qingyong Hu, Yin Wang, Yuting Zhang, Tianxin Xie, Yunpeng Zhang, Yong Chen, Jiayu. Gao, Bin Huang, Dengbo He, Shuiguang Deng, Hao Chen, Ying-Cong Chen
arXiv preprint, 2025
arXiv / bibtex

A super-aligned driving generalist as copilot.

Activation-aware Probe-Query: Effective Key-Value Retrieval for Long-Context LLMs Inference
Qingfa Xiao, Jiachuan Wang, Haoyang Li, Cheng Deng, Jiaqi Tang, Shuangyin Li, Yongqi Zhang, Jun Wang, Lei Chen
arXiv preprint, 2025
arXiv / bibtex

Effective key-value retrieval for long-context LLMs inference.

AdaShadow: Responsive Test-time Adaptation for Non-stationary Mobile Environments
Cheng Fang, Sicong Liu, Zimu Zhou, Bin Guo†, Jiaqi Tang, Ke Ma, Zhiwen Yu
ACM Conference on Embedded Networked Sensor Systems (SenSys), 2024   (Best Paper Honorable Mention, Top 7/313)
bibtex

Responsive test-time adaptation framework for non-stationary mobile environments.

Hawk: Learning to Understand Open-World Video Anomalies
Jiaqi Tang*, Hao Lu*, Ruizheng Wu, Xiaogang Xu, Ke Ma, Cheng Fang, Bin Guo, Jiangbo Lu, Qifeng Chen, Ying-Cong Chen†
Annual Conference on Neural Information Processing Systems (NeurIPS), 2024
code / website / bibtex

Learning to understand open-world video anomalies through multi-modal large language models.

Learning to Remove Wrinkled Transparent Film with Polarized Prior
Jiaqi Tang, Ruizheng Wu, Xiaogang Xu, Sixing Hu, Ying-Cong Chen†
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
code / project page / bibtex

Learning-based method to remove wrinkled transparent film using polarized prior information.

Scaling Multi-Camera 3D Object Detection through Weak-to-Strong Eliciting
Hao Lu, Jiaqi Tang, Xinli Xu, Xu Cao, Yunpeng Zhang, Guoqing Wang, Dalong Du, Hao Chen, Ying-Cong Chen†
arXiv, 2024
arXiv / code

Scaling multi-camera 3D object detection through weak-to-strong eliciting approach.

An Incremental Unified Framework for Small Defect Inspection
Jiaqi Tang, Hao Lu, Xiaogang Xu, Ruizheng Wu, Sixing Hu, Tong Zhang, Tsz Wa Cheng, Ming Ge, Ying-Cong Chen†, Fugee Tsung
18th European Conference on Computer Vision (ECCV), 2024
code / project page / bibtex

An incremental unified framework for small defect inspection in industrial applications.

GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective Computing
Hao Lu*, Xuesong Niu*, Jiyao Wang*, Yin Wang*, Qingyong Hu*, Jiaqi Tang*, Yuting Zhang, Kaishen Yuan, Bin Huang, Zitong Yu, Dengbo He, Shuiguang Deng, Hao Chen, Ying-Cong Chen†, Shiguang Shan
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024   (Oral)
code / bibtex

Preliminary evaluations for GPT-4V on visual affective computing tasks.

High Dynamic Range Image Reconstruction via Deep Explicit Polynomial Curve Estimation
Jiaqi Tang, Xiaogang Xu, Sixing Hu, Ying-Cong Chen†
26th European Conference on Artificial Intelligence (ECAI), 2023   (Long Oral)
code / arXiv / talk / bibtex

High dynamic range image reconstruction through deep explicit polynomial curve estimation.

NTIRE 2021 multi-modal aerial view object classification challenge
Jerrick Liu, Nathan Inkawhich, Oliver Nina, Radu Timofte, Sahil Jain, Bob Lee, Yuru Duan, Wei Wei, Lei Zhang, Songzheng Xu, Jiaqi Tang, and others
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2021   (Winner Award, 1st Rank)
arXiv / bibtex

Multi-modal aerial view object classification challenge winner.


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