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Yang Hua

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

70

Venues

25

Active years

2011–2026

Best venue rank

A*

Where they publish

Papers

70 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIPoisoning with a Pill: Circumventing Detection in Federated Learning.Hanxi Guo, Hao Wang, Tao Song, Tianhang Zheng, Yang Hua, Haibing Guan, Xiangyu Zhang
2026AsiaCCSDeep Learning Backdoor Defense via Adaptive Trigger Collisions in Latent Space.Zixun Xiong, Hao Wang, Jian Li, Yang Hua, Miao Pan, Xiaojiang Du
2026IWQoSFedCod: An Efficient Coded Communication Protocol for Cross-Silo Federated Learning.Peishen Yan, Jun Li, Hao Wang, Yang Hua, Tao Song, Peng Lu, Haibing Guan
2026KDDExploring Diffusion Models' Corruption Stage in Few-Shot Fine-tuning and Mitigating with Bayesian Neural Networks.Xiaoyu Wu, Jiaru Zhang, Yang Hua, Bohan Lyu, Hao Wang, Tao Song, Haibing Guan
2025AAAIR-DTI: Drug Target Interaction Prediction Based on Second-Order Relevance Exploration.Yang Hua, Tianyang Xu, Xiaoning Song, Zhenhua Feng, Rui Wang, Wenjie Zhang, Xiaojun Wu
2025AISTATSLearning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning.Jiaru Zhang, Rui Ding, Qiang Fu, Bojun Huang, Zizhen Deng, Yang Hua, Haibing Guan, Shi Han, Dongmei Zhang
2025CVPRImproving the Training of Data-Efficient GANs via Quality Aware Dynamic Discriminator Rejection Sampling.Zhaoyu Zhang, Yang Hua, Guanxiong Sun, Hui Wang, Sen F. McLoone
2025EMNLPJudge and Improve: Towards a Better Reasoning of Knowledge Graphs with Large Language Models.Mo Zhiqiang, Yang Hua, Jiahui Li, Yuan Liu, Shawn Wong, Jianmin Huang
2025HCIApplication of AR Technology in Children's Nature Deficit Disorder Based on Contextual Cognition Theory.Yiyun Gao, Yang Hua
2025ICCVStealthy Backdoor Attack in Federated Learning via Adaptive Layer-Wise Gradient Alignment.Qingqian Yang, Peishen Yan, Xiaoyu Wu, Jiaru Zhang, Tao Song, Yang Hua, Hao Wang, Liangliang Wang, Haibing Guan
2025ICMLPCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs.Jianqing Zhang, Yang Liu, Jie Fu, Yang Hua, Tianyuan Zou, Jian Cao, Qiang Yang
2025ICMLTraining Diffusion-based Generative Models with Limited Data.Zhaoyu Zhang, Yang Hua, Guanxiong Sun, Hui Wang, Sen F. McLoone
2025IJCNN3D Joint-Aware Features in GRU-based Kinematic Chain for Human Mesh Recovery.Jingchen Zhang, Yang Hua, Wenjie Zhang, Xiaoning Song
2025KDDHtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark.Jianqing Zhang, Xinghao Wu, Yanbing Zhou, Xiaoting Sun, Qiqi Cai, Yang Liu, Yang Hua, Zhenzhe Zheng, Jian Cao, Qiang Yang
2025REME4PD: A Multi-Modal and Dynamically Extensible System for Problem Frame Construction.Yang Hua, Hongbin Xiao, Zhi Li
2024AAAICheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing.Hanfei Yu, Jian Li, Yang Hua, Xu Yuan, Hao Wang
2024AAAIFedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning.Jianqing Zhang, Yang Liu, Yang Hua, Jian Cao
2024ACCVVIFA: An Efficient Visible and Infrared Image Fusion Architecture for Multi-task Applications via Continual Learning.Jiaxing Shi, Ao Ren, Wei Zhuang, Yang Hua, ZhiYong Qin, Zhenyu Wang, Yang Song, Yujuan Tan, Duo Liu
2024CVPRCGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion.Xiaoyu Wu, Yang Hua, Chumeng Liang, Jiaru Zhang, Hao Wang, Tao Song, Haibing Guan
2024CVPRAn Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning.Jianqing Zhang, Yang Liu, Yang Hua, Jian Cao
2024ECCVSKYMASK: Attack-Agnostic Robust Federated Learning with Fine-Grained Learnable Masks.Peishen Yan, Hao Wang, Tao Song, Yang Hua, Ruhui Ma, Ningxin Hu, Mohammad Reza Haghighat, Haibing Guan
2024ICLRBackdoor Federated Learning by Poisoning Backdoor-Critical Layers.Haomin Zhuang, Mingxian Yu, Hao Wang, Yang Hua, Jian Li, Xu Yuan
2024ICPRDRIVPocket: A Dual-stream Rotation Invariance in Feature Sampling and Voxel Fusion Approach for Protein Binding Site Prediction.Bowen Deng, Yang Hua, Wenjie Zhang, Xiaoning Song, Xiaojun Wu
2024ICPRA Novel Loss for Contrastive Deep Supervision.Zhengming Ye, Yang Hua, Wenjie Zhang, Xiaoning Song, Zhenhua Feng, Xiaojun Wu
2024ICPRCluster-Mined Negative Samples for Enhanced Unsupervised Sentence Representation Learning.Yuhang Zhang, Wenjie Zhang, Yang Hua, Zun Wang, Xiaoning Song, Xiaojun Wu
2024IJCNNUpdating Depth-aware Feature in the Feedback Loop for Human Mesh Recovery.Zun Wang, Yang Hua, Xiaoning Song, Wenjie Zhang, Xiao-Jun Wu
2024WACVImproving the Leaking of Augmentations in Data-Efficient GANs via Adaptive Negative Data Augmentation.Zhaoyu Zhang, Yang Hua, Guanxiong Sun, Hui Wang, Sen F. McLoone
2024WACVImproving the Fairness of the Min-Max Game in GANs Training.Zhaoyu Zhang, Yang Hua, Hui Wang, Sen F. McLoone
2023AAAIFedALA: Adaptive Local Aggregation for Personalized Federated Learning.Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023ECAIInformation Bound and Its Applications in Bayesian Neural Networks.Jiaru Zhang, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ruhui Ma, Haibing Guan
2023ICASSPCross-Domain Learning with Normalizing Flow.Chi Wang, Jian Gao, Yang Hua, Hui Wang
2023ICASSPFlowreg: Latent Space Regularization Using Normalizing Flow For Limited Samples Learning.Chi Wang, Jian Gao, Yang Hua, Hui Wang
2023ICASSPOnline Residual-Based Key Frame Sampling with Self-Coach Mechanism and Adaptive Multi-Level Feature Fusion.Rui Zhang, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023ICCVSpatio-temporal Prompting Network for Robust Video Feature Extraction.Guanxiong Sun, Chi Wang, Zhaoyu Zhang, Jiankang Deng, Stefanos Zafeiriou, Yang Hua
2023ICCVGPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning.Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Jian Cao, Haibing Guan
2023ICMLAdversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples.Chumeng Liang, Xiaoyu Wu, Yang Hua, Jiaru Zhang, Yiming Xue, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023KDDFedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy.Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
2023MMMSelf-supervised Multi-object Tracking with Cycle-Consistency.Yuanhang Yin, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan
2022AAAIImproving Bayesian Neural Networks by Adversarial Sampling.Jiaru Zhang, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ruhui Ma, Haibing Guan
2022BMVCFoGMesh: 3D Human Mesh Recovery in Videos with Focal Transformer and GRU.Yihao He, Xiaoning Song, Tianyang Xu, Yang Hua, Xiao-Jun Wu
2022ECCVEfficient One-Stage Video Object Detection by Exploiting Temporal Consistency.Guanxiong Sun, Yang Hua, Guosheng Hu, Neil Robertson
2022ECCVTDViT: Temporal Dilated Video Transformer for Dense Video Tasks.Guanxiong Sun, Yang Hua, Guosheng Hu, Neil Robertson
2021AAAIMAMBA: Multi-level Aggregation via Memory Bank for Video Object Detection.Guanxiong Sun, Yang Hua, Guosheng Hu, Neil Robertson
2021BMVCTemporal Meta-Adaptor for Video Object Detection.Chi Wang, Yang Hua, Zheng Lu, Jian Gao, Neil Robertson
2021CLOUDSiren: Byzantine-robust Federated Learning via Proactive Alarming.Hanxi Guo, Hao Wang, Tao Song, Yang Hua, Zhangcheng Lv, Xiulang Jin, Zhengui Xue, Ruhui Ma, Haibing Guan
2021CVPRProSelfLC: Progressive Self Label Correction for Training Robust Deep Neural Networks.Xinshao Wang, Yang Hua, Elyor Kodirov, David A. Clifton, Neil M. Robertson
2021CVPRRobust Bayesian Neural Networks by Spectral Expectation Bound Regularization.Jiaru Zhang, Yang Hua, Zhengui Xue, Tao Song, Chengyu Zheng, Ruhui Ma, Haibing Guan
2021ICASSPFine-Grained Pose Temporal Memory Module for Video Pose Estimation and Tracking.Chaoyi Wang, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Robertson, Haibing Guan
2021ICCVSelf-Supervised Vessel Segmentation via Adversarial Learning.Yuxin Ma, Yang Hua, Hanming Deng, Tao Song, Hao Wang, Zhengui Xue, Heng Cao, Ruhui Ma, Haibing Guan
2021ICIPFast and Accurate Scene Parsing via Bi-Direction Alignment Networks.Yanran Wu, Xiangtai Li, Chen Shi, Yunhai Tong, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan
2021IJCAIThemis: A Fair Evaluation Platform for Computer Vision Competitions.Zinuo Cai, Jianyong Yuan, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ningxin Hu, Jonathan Ding, Ruhui Ma, Mohammad Reza Haghighat, Haibing Guan
2020AAAILearning Deep Relations to Promote Saliency Detection.Changrui Chen, Xin Sun, Yang Hua, Junyu Dong, Hongwei Xv
2020AAAIReinforcing Neural Network Stability with Attractor Dynamics.Hanming Deng, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Robertson, Haibing Guan
2020ECCVReducing Distributional Uncertainty by Mutual Information Maximisation and Transferable Feature Learning.Jian Gao, Yang Hua, Guosheng Hu, Chi Wang, Neil Martin Robertson
2020ICIPImproving Detection And Recognition Of Degraded Faces By Discriminative Feature Restoration Using GAN.Soumya Shubhra Ghosh, Yang Hua, Sankha Subhra Mukherjee, Neil M. Robertson
2020ICPRVTT: Long-term Visual Tracking with Transformers.Tianling Bian, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Robertson, Haibing Guan
2019AAAIDeep Metric Learning by Online Soft Mining and Class-Aware Attention.Xinshao Wang, Yang Hua, Elyor Kodirov, Guosheng Hu, Neil Martin Robertson
2019BMVCSC-RANK: Improving Convolutional Image Captioning with Self-Critical Learning and Ranking Metric-based Reward.Shiyang Yan, Yang Hua, Neil Robertson
2019CVPRRanked List Loss for Deep Metric Learning.Xinshao Wang, Yang Hua, Elyor Kodirov, Guosheng Hu, Romain Garnier, Neil Martin Robertson
2019ICCVObject Guided External Memory Network for Video Object Detection.Hanming Deng, Yang Hua, Tao Song, Zongpu Zhang, Zhengui Xue, Ruhui Ma, Neil Martin Robertson, Haibing Guan
2019WACVGAN-Based Pose-Aware Regulation for Video-Based Person Re-Identification.Alessandro Borgia, Yang Hua, Elyor Kodirov, Neil Martin Robertson
2019WACVIEGAN: Multi-Purpose Perceptual Quality Image Enhancement Using Generative Adversarial Network.Soumya Shubhra Ghosh, Yang Hua, Sankha Subhra Mukherjee, Neil Martin Robertson
2018ECCVDeep Multi-task Learning to Recognise Subtle Facial Expressions of Mental States.Guosheng Hu, Li Liu, Yang Yuan, Zehao Yu, Yang Hua, Zhihong Zhang, Fumin Shen, Ling Shao, Timothy M. Hospedales, Neil Martin Robertson, Yongxin Yang
2018ICPRObject-Adaptive LSTM Network for Visual Tracking.Yihan Du, Yan Yan, Si Chen, Yang Hua, Hanzi Wang
2017ICCVAttribute-Enhanced Face Recognition with Neural Tensor Fusion Networks.Guosheng Hu, Yang Hua, Yang Yuan, Zhihong Zhang, Zheng Lu, Sankha S. Mukherjee, Timothy M. Hospedales, Neil Martin Robertson, Yongxin Yang
2015ICCVOnline Object Tracking with Proposal Selection.Yang Hua, Karteek Alahari, Cordelia Schmid
2014ECCVOcclusion and Motion Reasoning for Long-Term Tracking.Yang Hua, Karteek Alahari, Cordelia Schmid
2012CVPRHierarchical matching with side information for image classification.Qiang Chen, Zheng Song, Yang Hua, ZhongYang Huang, Shuicheng Yan
2012IGARSSComparison of the inversion ability in extrapolating forest canopy height by integration of LiDAR data and different optical remote sensing products.Han Ma, Jinling Song, Jindi Wang, Yang Hua
2011CVPRContextualizing object detection and classification.Zheng Song, Qiang Chen, ZhongYang Huang, Yang Hua, Shuicheng Yan