Xuhong Li 0002 - researchr alias

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Viewing Publication 1 - 19 from 19

2024

Towards accurate knowledge transfer via target-awareness representation disentanglementXingjian Li 0002, Di Hu 0001, Xuhong Li 0002, Haoyi Xiong, Cheng-Zhong Xu 0001, Dejing Dou. ml, 113(2):699-723, February 2024. [doi]

G-LIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint)Xuhong Li 0002, Haoyi Xiong, Xingjian Li 0002, Xiao Zhang, Ji Liu, Haiyan Jiang, Zeyu Chen, Dejing Dou. AAAI 2024: 22705 [doi]

2ANet: A Large-Scale Benchmark for Dense Action Detection from Table Tennis Match Broadcasting VideosJiang Bian 0003, Xuhong Li 0002, Tao Wang, Qingzhong Wang, Jun Huang, Chen Liu, Jun Zhao, Feixiang Lu, Dejing Dou, Haoyi Xiong. tomccap, 20(4), April 2024. [doi]

Stochastic gradient descent with random label noises: doubly stochastic models and inference stabilizerHaoyi Xiong, Xuhong Li 0002, Boyang Yu, Dongrui Wu, Zhanxing Zhu, Dejing Dou. mlst, 5(1):15039, March 2024. [doi]

2023

4: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and ModelsXuhong Li 0002, Mengnan Du, Jiamin Chen, Yekun Chai, Himabindu Lakkaraju, Haoyi Xiong. nips 2023: [doi]

G-LIME: Statistical learning for local interpretations of deep neural networks using global priorsXuhong Li 0002, Haoyi Xiong, Xingjian Li 0002, Xiao Zhang, Ji Liu 0003, Haiyan Jiang, Zeyu Chen, Dejing Dou. ai, 314:103823, 2023. [doi]

Distilling ensemble of explanations for weakly-supervised pre-training of image segmentation modelsXuhong Li 0002, Haoyi Xiong, Yi Liu, Dingfu Zhou, Zeyu Chen, Yaqing Wang, Dejing Dou. ml, 112(6):2193-2209, June 2023. [doi]

ContRE: A Complementary Measure for Robustness Evaluation of Deep Networks via Contrastive ExamplesXuhong Li 0002, Xuanyu Wu, Linghe Kong, Xiao Zhang 0001, Siyu Huang, Dejing Dou, Haoyi Xiong. icdm 2023: 309-318 [doi]

Cross-model consensus of explanations and beyond for image classification models: an empirical studyXuhong Li 0002, Haoyi Xiong, Siyu Huang, Shilei Ji, Dejing Dou. ml, 112(5):1627-1662, May 2023. [doi]

Feynman: Federated Learning-Based Advertising for Ecosystems-Oriented Mobile Apps RecommendationJiang Bian 0003, Jizhou Huang, Shilei Ji, Yuan Liao, Xuhong Li 0002, Qingzhong Wang, Jingbo Zhou, Dejing Dou, Yaqing Wang, Haoyi Xiong. tsc, 16(5):3361-3372, September - October 2023. [doi]

Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical Text ClassificationJiamin Chen, Xuhong Li 0002, Junting Xi, Lei Yu, Haoyi Xiong. acl-clinicalnlp 2023: 403-413 [doi]

Beyond Intuition: Rethinking Token Attributions inside TransformersJiamin Chen, Xuhong Li 0002, Lei Yu, Dejing Dou, Haoyi Xiong. tmlr, 2023, 2023. [doi]

Learning from Training Dynamics: Identifying Mislabeled Data beyond Manually Designed FeaturesQingrui Jia, Xuhong Li 0002, Lei Yu, Jiang Bian, Penghao Zhao, Shupeng Li, Haoyi Xiong, Dejing Dou. AAAI 2023: 8041-8049 [doi]

2022

2020

Cross-Task Transfer for Geotagged Audiovisual Aerial Scene RecognitionDi Hu, Xuhong Li 0002, Lichao Mou, Pu Jin, Dong Chen, Liping Jing, Xiaoxiang Zhu, Dejing Dou. eccv 2020: 68-84 [doi]

2019

Regularization schemes for transfer learning with convolutional networks. (Stratégies de régularisation pour l'apprentissage par transfert des réseaux de neurones à convolution)Xuhong Li 0002. PhD thesis, University of Technology of Compiègne, France, 2019. [doi]

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