Zixuan Hu

47 papers A* 12A 2Journal 32Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Task-Distributionally Robust Data-Free Meta-Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Zixuan Hu, Yongxian Wei, Li Shen, Zhenyi Wang, Baoyuan Wu, Chun Yuan, Dacheng Tao
2025 J jnl
1-ohm Impedance Criterion for Diagnosis of Single-Phase Ground Fault of Transmission Line.
IEEE Access
Xueming Zhou, Xiankang Wang, Yao Yao, Zhiqiang Feng, Zixuan Hu, Jianjin Fu, Zijian Li
2025 J jnl
Adaptive Defense against Harmful Fine-Tuning for Large Language Models via Bayesian Data Scheduler.
CoRR
Zixuan Hu, Li Shen, Zhenyi Wang, Yongxian Wei, Dacheng Tao
2025 J jnl
Adaptive Dual Uncertainty Optimization: Boosting Monocular 3D Object Detection under Test-Time Shifts.
CoRR
Zixuan Hu, Dongxiao Li, Xinzhu Ma, Shixiang Tang, Xiaotong Li, Wenhan Yang, Ling-Yu Duan
2025 A* conf
Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation.
ICML
Zixuan Hu, Yichun Hu, Xiaotong Li, Shixiang Tang, Lingyu Duan
2025 J jnl
Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation.
CoRR
Zixuan Hu, Yichun Hu, Xiaotong Li, Shixiang Tang, Ling-Yu Duan
2025 J jnl
High performance with fewer labels using semi-weakly supervised learning for pulmonary embolism diagnosis.
npj Digit. Medicine
Zixuan Hu, Hui-Ming Lin, Shobhit Mathur, Robert Moreland, Christopher D. Witiw, Laura Jimenez-Juan, Matias F. Callejas, Djeven P. Deva, Ervin Sejdic, Errol Colak
2025 J jnl
LEAD: Exploring Logit Space Evolution for Model Selection.
CoRR
Zixuan Hu, Xiaotong Li, Shixiang Tang, Jun Liu, Yichun Hu, Ling-Yu Duan
2025 J jnl
LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents.
CoRR
Rui Li, Zixuan Hu, Wenxi Qu, Jinouwen Zhang, Zhenfei Yin, Sha Zhang, Xuantuo Huang, Hanqing Wang, Tai Wang, Jiangmiao Pang, Wanli Ouyang, Lei Bai, Wangmeng Zuo, Ling-Yu Duan, Dongzhan Zhou, Shixiang Tang
2025 A* conf
LoRA Recycle: Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs.
CVPR
Zixuan Hu, Yongxian Wei, Li Shen, Chun Yuan, Dacheng Tao
2025 A* conf
Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent.
ICML
Yongxian Wei, Anke Tang, Li Shen, Zixuan Hu, Chun Yuan, Xiaochun Cao
2025 A* conf
Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation.
ICLR
Yongxian Wei, Zixuan Hu, Li Shen, Zhenyi Wang, Chun Yuan, Dacheng Tao
2025 J jnl
Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI.
CoRR
Sha Zhang, Suorong Yang, Tong Xie, Xiangyuan Xue, Zixuan Hu, Rui Li, Wenxi Qu, Zhenfei Yin, Tianfan Fu, Di Hu, Andres M. Bran, Nian Ran, Bram Hoex, Wangmeng Zuo, Philippe Schwaller, Wanli Ouyang, Lei Bai, Yanyong Zhang, Lingyu Duan, Shixiang Tang, Dongzhan Zhou
2025 J jnl
SEVA: Leveraging Single-Step Ensemble of Vicinal Augmentations for Test-Time Adaptation.
CoRR
Zixuan Hu, Yichun Hu, Ling-Yu Duan
2025 J jnl
Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications.
CoRR
Zixuan Hu, Yongxian Wei, Li Shen, Zhenyi Wang, Lei Li, Chun Yuan, Dacheng Tao
2025 J jnl
Sparse Reasoning is Enough: Biological-Inspired Framework for Video Anomaly Detection with Large Pre-trained Models.
CoRR
He Huang, Zixuan Hu, Dongxiao Li, Yao Xiao, Ling-Yu Duan
2025 J jnl
UltraHorizon: Benchmarking Agent Capabilities in Ultra Long-Horizon Scenarios.
CoRR
Haotian Luo, Huaisong Zhang, Xuelin Zhang, Haoyu Wang, Zeyu Qin, Wenjie Lu, Guozheng Ma, Haiying He, Yingsha Xie, Qiyang Zhou, Zixuan Hu, Hongze Mi, Yibo Wang, Naiqiang Tan, Hong Chen, Yi R. Fung, Chun Yuan, Li Shen
2025 A* conf
Which Tasks Should Be Compressed Together? A Causal Discovery Approach for Efficient Multi-Task Representation Compression.
ICLR
Sha Guo, Jing Chen, Zixuan Hu, Zhuo Chen, Wenhan Yang, Yu Lin, Xing Jiang, Lingyu Duan
2024 J jnl
Automatic Construction of Knowledge Graphs from Scientific Literature for Copper-based Composites.
Data Intell.
Zixuan Hu, Jinguo You, Xingrui Huang, Huaze Huang, Jingmei Tao, Jianhong Yi
2024 J jnl
Coding for Intelligence from the Perspective of Category.
CoRR
Wenhan Yang, Zixuan Hu, Lilang Lin, Jiaying Liu, Ling-Yu Duan
2024 J jnl
FREE: Faster and Better Data-Free Meta-Learning.
CoRR
Yongxian Wei, Zixuan Hu, Zhenyi Wang, Li Shen, Chun Yuan, Dacheng Tao
2024 A* conf
Free: Faster and Better Data-Free Meta-Learning.
CVPR
Yongxian Wei, Zixuan Hu, Zhenyi Wang, Li Shen, Chun Yuan, Dacheng Tao
2024 A* conf
LEAD: Exploring Logit Space Evolution for Model Selection.
CVPR
Zixuan Hu, Xiaotong Li, Shixiang Tang, Jun Liu, Yichun Hu, Ling-Yu Duan
2024 J jnl
Meta-Learning Without Data via Unconditional Diffusion Models.
IEEE Trans. Circuits Syst. Video Technol.
Yongxian Wei, Zixuan Hu, Li Shen, Zhenyi Wang, Lei Li, Yu Li, Chun Yuan
2024 A conf
OWR: Optimizing Watermark Robustness for Screen Recording.
ICME
Zixuan Hu, Kun Hu, Zizhuo Wang, Ranran Pan, Xingjun Wang
2024 J jnl
Robust blind image watermarking based on interest points.
Virtual Real. Intell. Hardw.
Zizhuo Wang, Kun Hu, Chaoyangfan Huang, Zixuan Hu, Shuo Yang, Xingjun Wang
2024 A* conf
Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications.
ICML
Zixuan Hu, Yongxian Wei, Li Shen, Zhenyi Wang, Lei Li, Chun Yuan, Dacheng Tao
2024 A conf
Stega-Matting: Irregular Matting Protection via Steganography.
ICME
Kun Hu, Zizhuo Wang, Zixuan Hu, Heng Gao, Xingjun Wang
2024 A* conf
Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models.
ICML
Yongxian Wei, Zixuan Hu, Li Shen, Zhenyi Wang, Yu Li, Chun Yuan, Dacheng Tao
2024 J jnl
Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models.
CoRR
Yongxian Wei, Zixuan Hu, Li Shen, Zhenyi Wang, Yu Li, Chun Yuan, Dacheng Tao
2024 J jnl
Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs.
CoRR
Zixuan Hu, Yongxian Wei, Li Shen, Chun Yuan, Dacheng Tao
2024 J jnl
Whole-genome Sequencing Reveals Autooctoploidy in Chinese Sturgeon and Its Evolutionary Trajectories.
Genom. Proteom. Bioinform.
Binzhong Wang, Bin Wu, Xueqing Liu, Yacheng Hu, Yao Ming, Mingzhou Bai, Juanjuan Liu, Kan Xiao, Qingkai Zeng, Jing Yang, Hongqi Wang, Baifu Guo, Chun Tan, Zixuan Hu, Xun Zhao, Yanhong Li, Zhen Yue, Junpu Mei, Wei Jiang, Yuanjin Yang, Zhiyuan Li, Yong Gao, Lei Chen, Jianbo Jian, Hejun Du
2023 A* conf
Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning.
CVPR
Zixuan Hu, Li Shen, Zhenyi Wang, Tongliang Liu, Chun Yuan, Dacheng Tao
2023 J jnl
Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning.
CoRR
Zixuan Hu, Li Shen, Zhenyi Wang, Tongliang Liu, Chun Yuan, Dacheng Tao
2023 A* conf
Exploring Model Transferability through the Lens of Potential Energy.
ICCV
Xiaotong Li, Zixuan Hu, Yixiao Ge, Ying Shan, Ling-Yu Duan
2023 J jnl
Exploring Model Transferability through the Lens of Potential Energy.
CoRR
Xiaotong Li, Zixuan Hu, Yixiao Ge, Ying Shan, Ling-Yu Duan
2023 A* conf
Learning to Learn from APIs: Black-Box Data-Free Meta-Learning.
ICML
Zixuan Hu, Li Shen, Zhenyi Wang, Baoyuan Wu, Chun Yuan, Dacheng Tao
2023 J jnl
Learning to Learn from APIs: Black-Box Data-Free Meta-Learning.
CoRR
Zixuan Hu, Li Shen, Zhenyi Wang, Baoyuan Wu, Chun Yuan, Dacheng Tao
2023 J jnl
Modeling Uncertain Feature Representation for Domain Generalization.
CoRR
Xiaotong Li, Zixuan Hu, Jun Liu, Yixiao Ge, Yongxing Dai, Ling-Yu Duan
2023 J jnl
Task-Adaptive Feature Disentanglement and Hallucination for Few-Shot Classification.
IEEE Trans. Circuits Syst. Video Technol.
Zixuan Hu, Li Shen, Shenqi Lai, Chun Yuan
2023 J jnl
Task-Distributionally Robust Data-Free Meta-Learning.
CoRR
Zixuan Hu, Li Shen, Zhenyi Wang, Yongxian Wei, Baoyuan Wu, Chun Yuan, Dacheng Tao
2022 J jnl
A general quantum algorithm for open quantum dynamics demonstrated with the Fenna-Matthews-Olson complex.
Quantum
Zixuan Hu, Kade Head-Marsden, David A. Mazziotti, Prineha Narang, Sabre Kais
2022 J jnl
Applying a Wavelet Transform Technique to Optimize General Fitting Models for SM Analysis: A Case Study in Downscaling over the Qinghai-Tibet Plateau.
Remote. Sens.
Zixuan Hu, Linna Chai, Wade T. Crow, Shaomin Liu, Zhongli Zhu, Ji Zhou, Yuquan Qu, Jin Liu, Shiqi Yang, Zheng Lu
2022 — conf
mc-BEiT: Multi-choice Discretization for Image BERT Pre-training.
ECCV (30)
Xiaotong Li, Yixiao Ge, Kun Yi, Zixuan Hu, Ying Shan, Ling-Yu Duan
2022 J jnl
mc-BEiT: Multi-choice Discretization for Image BERT Pre-training.
CoRR
Xiaotong Li, Yixiao Ge, Kun Yi, Zixuan Hu, Ying Shan, Ling-Yu Duan
2020 J jnl
Developable B-spline surface generation from control rulings.
CoRR
Zixuan Hu, Pengbo Bo
2020 J jnl
Moving Object Detection Based on Non-Convex RPCA With Segmentation Constraint.
IEEE Access
Zixuan Hu, Yongli Wang, Rui Su, Xinxin Bian, Hongchao Wei, Guoping He