A robust smear removal method for inter-frame Charge-Coupled Device star images. - Jianwei Gao; Zhen Zhang 008; Rui Yao 006; Jinqiu Sun; Yanning Zhang 001 (ICNC, 2011)

Faint Moving Object Detection in Optical Astronomical Image Using a 2D-1D IUWT. - Rui Yao 006; Feng Duan; Zhen Zhang 008; Yongpeng Zhang (IScIDE, 2011)

Generalized Kernel Density Estimation Based Robust Estimator and Its Application. - Zhen Zhang 008; Yanning Zhang 001; Rui Yao 006; Haisen Li; Yu Zhu 004 (IScIDE, 2011)

Constraint Reduction using Marginal Polytope Diagrams for MAP LP Relaxations. - Zhen Zhang 008; Qinfeng Shi; Yanning Zhang 001; Chunhua Shen; Anton van den Hengel (CoRR, 2013)

Variable kernel density estimation based robust regression and its applications. - Zhen Zhang 008; Yanning Zhang 001 (Neurocomputing, 2014)

Learning graph structure for multi-label image classification via clique generation. - Mingkui Tan; Qinfeng Shi; Anton van den Hengel; Chunhua Shen; Junbin Gao; Fuyuan Hu; Zhen Zhang 008 (CVPR, 2015)

Joint Probabilistic Data Association Revisited. - Seyed Hamid Rezatofighi; Anton Milan; Zhen Zhang 008; Qinfeng Shi; Anthony R. Dick; Ian D. Reid 001 (ICCV, 2015)

Joint Probabilistic Matching Using m-Best Solutions. - Seyed Hamid Rezatofighi; Anton Milan; Zhen Zhang 008; Qinfeng Shi; Anthony R. Dick; Ian D. Reid 001 (CVPR, 2016)

Pairwise Matching through Max-Weight Bipartite Belief Propagation. - Zhen Zhang 008; Qinfeng Shi; Julian J. McAuley; Wei Wei 008; Yanning Zhang 001; Anton van den Hengel (CVPR, 2016)

Solving Constrained Combinatorial Optimisation Problems via MAP Inference without High-Order Penalties. - Zhen Zhang 008; Qinfeng Shi; Julian J. McAuley; Wei Wei 008; Yanning Zhang 001; Rui Yao 006; Anton van den Hengel (AAAI, 2017)

Dynamic Programming Bipartite Belief Propagation For Hyper Graph Matching. - Zhen Zhang 008; Julian J. McAuley; Yong Li; Wei Wei 008; Yanning Zhang 001; Qinfeng Shi (IJCAI, 2017)

Real-Time Correlation Filter Tracking by Efficient Dense Belief Propagation With Structure Preserving. - Rui Yao 006; Shixiong Xia; Zhen Zhang 008; Yanning Zhang 001 (IEEE Trans. Multim., 2017)

Convolutional Sequence to Sequence Model for Human Dynamics. - Chen Li 038; Zhen Zhang 008; Wee Sun Lee; Gim Hee Lee (CVPR, 2018)

Learning an Optimizer for Image Deconvolution. - Dong Gong; Zhen Zhang 008; Qinfeng Shi; Anton van den Hengel; Chunhua Shen; Yanning Zhang 001 (CoRR, 2018)

Understanding human activities in videos: A joint action and interaction learning approach. - Zhenhua Wang 003; Jiali Jin; Tong Liu; Sheng Liu 002; Jianhua Zhang 002; Shengyong Chen; Zhen Zhang 008; Dongyan Guo; Zhanpeng Shao (Neurocomputing, 2018)

Deep Graphical Feature Learning for the Feature Matching Problem. - Zhen Zhang 008; Wee Sun Lee (ICCV, 2019)

Factor Graph Neural Network. - Zhen Zhang 008; Fan Wu 011; Wee Sun Lee (CoRR, 2019)

An Adaptive Markov Random Field for Structured Compressive Sensing. - Suwichaya Suwanwimolkul; Lei Zhang 054; Dong Gong; Zhen Zhang 008; Chao Chen 012; Damith Chinthana Ranasinghe; Qinfeng (Javen) Shi (IEEE Trans. Image Process., 2019)

Visual Relationship Detection with Low Rank Non-Negative Tensor Decomposition. - Mohammed Haroon Dupty; Zhen Zhang 008; Wee Sun Lee (AAAI, 2020)

Multiplicative Gaussian Particle Filter. - Xuan Su; Wee Sun Lee; Zhen Zhang 008 (AISTATS, 2020)

Factor Graph Neural Networks. - Zhen Zhang 008; Fan Wu 011; Wee Sun Lee (NeurIPS, 2020)

Learning Deep Gradient Descent Optimization for Image Deconvolution. - Dong Gong; Zhen Zhang 008; Qinfeng Shi; Anton van den Hengel; Chunhua Shen; Yanning Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Memory-augmented Dynamic Neural Relational Inference. - Dong Gong; Zhen Zhang 008; Qinfeng (Javen) Shi; Anton van den Hengel (ICCV, 2021)

A bidirectional graph neural network for traveling salesman problems on arbitrary symmetric graphs. - Yujiao Hu; Zhen Zhang 008; Yuan Yao 004; Xingpeng Huyan; Xingshe Zhou 001; Wee Sun Lee (Eng. Appl. Artif. Intell., 2021)

NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results. - Eduardo Pérez-Pellitero; Sibi Catley-Chandar; Richard Shaw; Ales Leonardis; Radu Timofte; Zexin Zhang; Cen Liu; Yunbo Peng; Yue Lin 002; Gaocheng Yu; Jin Zhang; Zhe Ma; et al. (CVPR Workshops, 2022)

A Lightweight Network for High Dynamic Range Imaging. - Qingsen Yan; Song Zhang; Weiye Chen; Yuhang Liu 002; Zhen Zhang 008; Yanning Zhang 001; Javen Qinfeng Shi; Dong Gong (CVPR Workshops, 2022)

Truncated Matrix Power Iteration for Differentiable DAG Learning. - Zhen Zhang 008; Ignavier Ng; Dong Gong; Yuhang Liu 002; Ehsan Abbasnejad; Mingming Gong; Kun Zhang 001; Javen Qinfeng Shi (NeurIPS, 2022)

Weight-variant Latent Causal Models. - Yuhang Liu 002; Zhen Zhang 008; Dong Gong; Mingming Gong; Biwei Huang; Anton van den Hengel; Kun Zhang 001; Javen Qinfeng Shi (CoRR, 2022)

Identifying Latent Causal Content for Multi-Source Domain Adaptation. - Yuhang Liu 002; Zhen Zhang 008; Dong Gong; Mingming Gong; Biwei Huang; Kun Zhang 001; Javen Qinfeng Shi (CoRR, 2022)

CLAP: Contrastive Learning with Augmented Prompts for Robustness on Pretrained Vision-Language Models. - Yichao Cai 001; Yuhang Liu 002; Zhen Zhang 008; Javen Qinfeng Shi (CoRR, 2023)

Factor Graph Neural Networks. - Zhen Zhang 008; Mohammed Haroon Dupty; Fan Wu 011; Javen Qinfeng Shi; Wee Sun Lee (J. Mach. Learn. Res., 2023)

SharpFormer: Learning Local Feature Preserving Global Representations for Image Deblurring. - Qingsen Yan; Dong Gong; Pei Wang; Zhen Zhang 008; Yanning Zhang 001; Javen Qinfeng Shi (IEEE Trans. Image Process., 2023)

Human Interaction Understanding With Consistency-Aware Learning. - Jiajun Meng; Zhenhua Wang 003; Kaining Ying; Jianhua Zhang 002; Dongyan Guo; Zhen Zhang 008; Javen Qinfeng Shi; Shengyong Chen (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Milstein-driven neural stochastic differential equation model with uncertainty estimates. - Xiao Zhang; Wei Wei 008; Zhen Zhang 008; Lei Zhang 054; Wei Li 219 (Pattern Recognit. Lett., 2023)

CLAP: Isolating Content from Style Through Contrastive Learning with Augmented Prompts. - Yichao Cai 001; Yuhang Liu 002; Zhen Zhang 008; Javen Qinfeng Shi (ECCV (21), 2024)

Identifiable Latent Polynomial Causal Models through the Lens of Change. - Yuhang Liu 002; Zhen Zhang 008; Dong Gong; Mingming Gong; Biwei Huang; Anton van den Hengel; Kun Zhang 001; Javen Qinfeng Shi (ICLR, 2024)

Revealing Multimodal Contrastive Representation Learning through Latent Partial Causal Models. - Yuhang Liu 002; Zhen Zhang 008; Dong Gong; Biwei Huang; Mingming Gong; Anton van den Hengel; Kun Zhang 001; Javen Qinfeng Shi (CoRR, 2024)

Identifiable Latent Neural Causal Models. - Yuhang Liu 002; Zhen Zhang 008; Dong Gong; Mingming Gong; Biwei Huang; Anton van den Hengel; Kun Zhang 001; Javen Qinfeng Shi (CoRR, 2024)

Rethinking State Disentanglement in Causal Reinforcement Learning. - Haiyao Cao; Zhen Zhang 008; Panpan Cai; Yuhang Liu 002; Jinan Zou; Ehsan Abbasnejad; Biwei Huang; Mingming Gong; Anton van den Hengel; Javen Qinfeng Shi (CoRR, 2024)

InvariantStock: Learning Invariant Features for Mastering the Shifting Market. - Haiyao Cao; Jinan Zou; Yuhang Liu 002; Zhen Zhang 008; Ehsan Abbasnejad; Anton van den Hengel; Javen Qinfeng Shi (Trans. Mach. Learn. Res., 2024)

A Causal Inspired Early-Branching Structure for Domain Generalization. - Liang Chen; Yong Zhang 034; Yibing Song; Zhen Zhang 008; Lingqiao Liu (Int. J. Comput. Vis., 2024)

Analytic DAG Constraints for Differentiable DAG Learning. - Zhen Zhang 008; Ignavier Ng; Dong Gong; Yuhang Liu 002; Mingming Gong; Biwei Huang; Kun Zhang 001; Anton van den Hengel; Javen Qinfeng Shi (ICLR, 2025)

Leapfrog Polymorphic Neural Ordinary Differential Equation. - Xiao Zhang; Wei Wei 008; Zhen Zhang 008; Lei Zhang 054 (IEEE Signal Process. Lett., 2025)

Latent Covariate Shift: Unlocking Partial Identifiability for Multi-Source Domain Adaptation. - Yuhang Liu 002; Zhen Zhang 008; Dong Gong; Mingming Gong; Biwei Huang; Anton van den Hengel; Kun Zhang 001; Javen Qinfeng Shi (Trans. Mach. Learn. Res., 2025)

Highway Graph to Accelerate Reinforcement Learning. - Zidu Yin; Zhen Zhang 008; Dong Gong; Stefano V. Albrecht; Javen Qinfeng Shi (Trans. Mach. Learn. Res., 2025)

I Predict Therefore I Am: Is Next Token Prediction Enough to Learn Human-Interpretable Concepts from Data? - Yuhang Liu 002; Dong Gong; Erdun Gao; Zhen Zhang 008; Biwei Huang; Mingming Gong; Anton van den Hengel; Javen Qinfeng Shi (CoRR, 2025)

Negate or Embrace: On How Misalignment Shapes Multimodal Representation Learning. - Yichao Cai 001; Yuhang Liu 002; Erdun Gao; Tianjiao Jiang; Zhen Zhang 008; Anton van den Hengel; Javen Qinfeng Shi (CoRR, 2025)

Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning. - Tianjiao Jiang; Zhen Zhang 008; Yuhang Liu 002; Javen Qinfeng Shi (CoRR, 2025)

Do it yourself dynamic single image super resolution network via ODE. - Xiao Zhang; Zhen Zhang 008; Wei Wei 008; Lei Zhang 054; Yanning Zhang 001 (Pattern Recognit., 2026)