Zhen Zhang - RankMe

67 papers A* 14A 1Misc 1Journal 46Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Chem4DLLM: 4D Multimodal LLMs for Chemical Dynamics Understanding. CoRR Xinyu Li, Zhen Zhang, Qi Chen, Anton van den Hengel, Lina Yao, Javen Qinfeng Shi
2026	J	`jnl`	Do it yourself dynamic single image super resolution network via ODE. Pattern Recognit. Xiao Zhang, Zhen Zhang, Wei Wei, Lei Zhang, Yanning Zhang
2026	J	`jnl`	Identifying Weight-Variant Latent Causal Models. J. Mach. Learn. Res. Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2026	J	`jnl`	The Geometric Mechanics of Contrastive Representation Learning: Alignment Potentials, Entropic Dispersion, and Cross-Modal Divergence. CoRR Yichao Cai, Zhen Zhang, Yuhang Liu, Javen Qinfeng Shi
2026	J	`jnl`	Truth as a Trajectory: What Internal Representations Reveal About Large Language Model Reasoning. CoRR Hamed Damirchi, Ignacio M. De La Jara, Ehsan Abbasnejad, Afshar Shamsi, Zhen Zhang, Javen Shi
2025	A*	`conf`	Analytic DAG Constraints for Differentiable DAG Learning. ICLR Zhen Zhang, Ignavier Ng, Dong Gong, Yuhang Liu, Mingming Gong, Biwei Huang, Kun Zhang, Anton van den Hengel, Javen Qinfeng Shi
2025	J	`jnl`	Analytic DAG Constraints for Differentiable DAG Learning. CoRR Zhen Zhang, Ignavier Ng, Dong Gong, Yuhang Liu, Mingming Gong, Biwei Huang, Kun Zhang, Anton van den Hengel, Javen Qinfeng Shi
2025	J	`jnl`	Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning. CoRR Tianjiao Jiang, Zhen Zhang, Yuhang Liu, Javen Qinfeng Shi
2025	J	`jnl`	Decomposing Task Vectors for Refined Model Editing. CoRR Hamed Damirchi, Ehsan Abbasnejad, Zhen Zhang, Javen Shi
2025	J	`jnl`	Generalization of anomaly detection in bridge structures using a vibration-based Siamese convolutional neural network. Comput. Aided Civ. Infrastructure Eng. Alireza Ghiasi, Zhen Zhang, Zijie Zeng, Ching Tai Ng, Abdul Hamid Sheikh, Javen Qinfeng Shi
2025	J	`jnl`	Highway Graph to Accelerate Reinforcement Learning. Trans. Mach. Learn. Res. Zidu Yin, Zhen Zhang, Dong Gong, Stefano V. Albrecht, Javen Qinfeng Shi
2025	J	`jnl`	I Predict Therefore I Am: Is Next Token Prediction Enough to Learn Human-Interpretable Concepts from Data? CoRR Yuhang Liu, Dong Gong, Erdun Gao, Zhen Zhang, Biwei Huang, Mingming Gong, Anton van den Hengel, Javen Qinfeng Shi
2025	J	`jnl`	Latent Covariate Shift: Unlocking Partial Identifiability for Multi-Source Domain Adaptation. Trans. Mach. Learn. Res. Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2025	J	`jnl`	Leapfrog Polymorphic Neural Ordinary Differential Equation. IEEE Signal Process. Lett. Xiao Zhang, Wei Wei, Zhen Zhang, Lei Zhang
2025	J	`jnl`	Negate or Embrace: On How Misalignment Shapes Multimodal Representation Learning. CoRR Yichao Cai, Yuhang Liu, Erdun Gao, Tianjiao Jiang, Zhen Zhang, Anton van den Hengel, Javen Qinfeng Shi
2025	J	`jnl`	The Quest for Winning Tickets in Low-Rank Adapters. CoRR Hamed Damirchi, Cristian Rodriguez Opazo, Ehsan Abbasnejad, Zhen Zhang, Javen Shi
2024	J	`jnl`	A Causal Inspired Early-Branching Structure for Domain Generalization. CoRR Liang Chen, Yong Zhang, Yibing Song, Zhen Zhang, Lingqiao Liu
2024	J	`jnl`	A Causal Inspired Early-Branching Structure for Domain Generalization. Int. J. Comput. Vis. Liang Chen, Yong Zhang, Yibing Song, Zhen Zhang, Lingqiao Liu
2024	—	`conf`	CLAP: Isolating Content from Style Through Contrastive Learning with Augmented Prompts. ECCV (21) Yichao Cai, Yuhang Liu, Zhen Zhang, Javen Qinfeng Shi
2024	J	`jnl`	Highway Graph to Accelerate Reinforcement Learning. CoRR Zidu Yin, Zhen Zhang, Dong Gong, Stefano V. Albrecht, Javen Shi
2024	J	`jnl`	Identifiable Latent Neural Causal Models. CoRR Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2024	A*	`conf`	Identifiable Latent Polynomial Causal Models through the Lens of Change. ICLR Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2024	J	`jnl`	InvariantStock: Learning Invariant Features for Mastering the Shifting Market. CoRR Haiyao Cao, Jinan Zou, Yuhang Liu, Zhen Zhang, Ehsan Abbasnejad, Anton van den Hengel, Javen Qinfeng Shi
2024	J	`jnl`	InvariantStock: Learning Invariant Features for Mastering the Shifting Market. Trans. Mach. Learn. Res. Haiyao Cao, Jinan Zou, Yuhang Liu, Zhen Zhang, Ehsan Abbasnejad, Anton van den Hengel, Javen Qinfeng Shi
2024	J	`jnl`	Rethinking State Disentanglement in Causal Reinforcement Learning. CoRR Haiyao Cao, Zhen Zhang, Panpan Cai, Yuhang Liu, Jinan Zou, Ehsan Abbasnejad, Biwei Huang, Mingming Gong, Anton van den Hengel, Javen Qinfeng Shi
2024	J	`jnl`	Revealing Multimodal Contrastive Representation Learning through Latent Partial Causal Models. CoRR Yuhang Liu, Zhen Zhang, Dong Gong, Biwei Huang, Mingming Gong, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2023	J	`jnl`	CLAP: Contrastive Learning with Augmented Prompts for Robustness on Pretrained Vision-Language Models. CoRR Yichao Cai, Yuhang Liu, Zhen Zhang, Javen Qinfeng Shi
2023	J	`jnl`	Factor Graph Neural Networks. CoRR Zhen Zhang, Mohammed Haroon Dupty, Fan Wu, Javen Qinfeng Shi, Wee Sun Lee
2023	J	`jnl`	Factor Graph Neural Networks. J. Mach. Learn. Res. Zhen Zhang, Mohammed Haroon Dupty, Fan Wu, Javen Qinfeng Shi, Wee Sun Lee
2023	J	`jnl`	Human Interaction Understanding With Consistency-Aware Learning. IEEE Trans. Pattern Anal. Mach. Intell. Jiajun Meng, Zhenhua Wang, Kaining Ying, Jianhua Zhang, Dongyan Guo, Zhen Zhang, Javen Qinfeng Shi, Shengyong Chen
2023	J	`jnl`	Identifiable Latent Polynomial Causal Models Through the Lens of Change. CoRR Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2023	J	`jnl`	Milstein-driven neural stochastic differential equation model with uncertainty estimates. Pattern Recognit. Lett. Xiao Zhang, Wei Wei, Zhen Zhang, Lei Zhang, Wei Li
2023	J	`jnl`	SharpFormer: Learning Local Feature Preserving Global Representations for Image Deblurring. IEEE Trans. Image Process. Qingsen Yan, Dong Gong, Pei Wang, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi
2022	—	`conf`	A Lightweight Network for High Dynamic Range Imaging. CVPR Workshops Qingsen Yan, Song Zhang, Weiye Chen, Yuhang Liu, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi, Dong Gong
2022	J	`jnl`	Identifying Latent Causal Content for Multi-Source Domain Adaptation. CoRR Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Kun Zhang, Javen Qinfeng Shi
2022	—	`conf`	NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results. CVPR Workshops Eduardo Pérez-Pellitero, Sibi Catley-Chandar, Richard Shaw, Ales Leonardis, Radu Timofte, Zexin Zhang, Cen Liu, Yunbo Peng, Yue Lin, Gaocheng Yu, Jin Zhang, Zhe Ma, Hongbin Wang, Xiangyu Chen, Xintao Wang, Haiwei Wu, Lin Liu, Chao Dong, Jiantao Zhou, Qingsen Yan, Song Zhang, Weiye Chen, Yuhang Liu, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi, Dong Gong, Dan Zhu, Mengdi Sun, Guannan Chen, Yang Hu, Haowei Li, Baozhu Zou, Zhen Liu, Wenjie Lin, Ting Jiang, Chengzhi Jiang, Xinpeng Li, Mingyan Han, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Chunyang Li, Long Bao, Gang He, Ziyao Xu, Li Xu, Gen Zhan, Ming Sun, Xing Wen, Junlin Li, Jinjing Li, Chenghua Li, Ruipeng Gang, Fangya Li, Chenming Liu, Shuang Feng, Fei Lei, Rui Liu, Junxiang Ruan, Tianhong Dai, Wei Li, Zhan Lu, Hengyan Liu, Peian Huang, Guangyu Ren, Yonglin Luo, Chang Liu, Qiang Tu, Sai Ma, Yizhen Cao, Steven Tel, Barthelemy Heyrman, Dominique Ginhac, Chul Lee, Gahyeon Kim, Seonghyun Park, An Gia Vien, Truong Thanh Nhat Mai, Howoon Yoon, Tu Vo, Alexander Holston, Sheir Zaheer, Chan Y. Park
2022	J	`jnl`	NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results. CoRR Eduardo Pérez-Pellitero, Sibi Catley-Chandar, Richard Shaw, Ales Leonardis, Radu Timofte, Zexin Zhang, Cen Liu, Yunbo Peng, Yue Lin, Gaocheng Yu, Jin Zhang, Zhe Ma, Hongbin Wang, Xiangyu Chen, Xintao Wang, Haiwei Wu, Lin Liu, Chao Dong, Jiantao Zhou, Qingsen Yan, Song Zhang, Weiye Chen, Yuhang Liu, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi, Dong Gong, Dan Zhu, Mengdi Sun, Guannan Chen, Yang Hu, Haowei Li, Baozhu Zou, Zhen Liu, Wenjie Lin, Ting Jiang, Chengzhi Jiang, Xinpeng Li, Mingyan Han, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Chunyang Li, Long Bao, Gang He, Ziyao Xu, Li Xu, Gen Zhan, Ming Sun, Xing Wen, Junlin Li, Jinjing Li, Chenghua Li, Ruipeng Gang, Fangya Li, Chenming Liu, Shuang Feng, Fei Lei, Rui Liu, Junxiang Ruan, Tianhong Dai, Wei Li, Zhan Lu, Hengyan Liu, Peian Huang, Guangyu Ren, Yonglin Luo, Chang Liu, Qiang Tu, Sai Ma, Yizhen Cao, Steven Tel, Barthelemy Heyrman, Dominique Ginhac, Chul Lee, Gahyeon Kim, Seonghyun Park, An Gia Vien, Truong Thanh Nhat Mai, Howoon Yoon, Tu Vo, Alexander Holston, Sheir Zaheer, Chan Y. Park
2022	A*	`conf`	Truncated Matrix Power Iteration for Differentiable DAG Learning. NeurIPS Zhen Zhang, Ignavier Ng, Dong Gong, Yuhang Liu, Ehsan Abbasnejad, Mingming Gong, Kun Zhang, Javen Qinfeng Shi
2022	J	`jnl`	Truncated Matrix Power Iteration for Differentiable DAG Learning. CoRR Zhen Zhang, Ignavier Ng, Dong Gong, Yuhang Liu, M. Ehsan Abbasnejad, Mingming Gong, Kun Zhang, Javen Qinfeng Shi
2022	J	`jnl`	Weight-variant Latent Causal Models. CoRR Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2021	J	`jnl`	A bidirectional graph neural network for traveling salesman problems on arbitrary symmetric graphs. Eng. Appl. Artif. Intell. Yujiao Hu, Zhen Zhang, Yuan Yao, Xingpeng Huyan, Xingshe Zhou, Wee Sun Lee
2021	A*	`conf`	Memory-augmented Dynamic Neural Relational Inference. ICCV Dong Gong, Zhen Zhang, Qinfeng (Javen) Shi, Anton van den Hengel
2020	A*	`conf`	Factor Graph Neural Networks. NeurIPS Zhen Zhang, Fan Wu, Wee Sun Lee
2020	J	`jnl`	Learning Deep Gradient Descent Optimization for Image Deconvolution. IEEE Trans. Neural Networks Learn. Syst. Dong Gong, Zhen Zhang, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Yanning Zhang
2020	A	`conf`	Multiplicative Gaussian Particle Filter. AISTATS Xuan Su, Wee Sun Lee, Zhen Zhang
2020	J	`jnl`	Multiplicative Gaussian Particle Filter. CoRR Xuan Su, Wee Sun Lee, Zhen Zhang
2020	A*	`conf`	Visual Relationship Detection with Low Rank Non-Negative Tensor Decomposition. AAAI Mohammed Haroon Dupty, Zhen Zhang, Wee Sun Lee
2019	J	`jnl`	An Adaptive Markov Random Field for Structured Compressive Sensing. IEEE Trans. Image Process. Suwichaya Suwanwimolkul, Lei Zhang, Dong Gong, Zhen Zhang, Chao Chen, Damith Chinthana Ranasinghe, Qinfeng (Javen) Shi
2019	A*	`conf`	Deep Graphical Feature Learning for the Feature Matching Problem. ICCV Zhen Zhang, Wee Sun Lee
2019	J	`jnl`	Factor Graph Neural Network. CoRR Zhen Zhang, Fan Wu, Wee Sun Lee
2019	J	`jnl`	Visual Relationship Detection with Low Rank Non-Negative Tensor Decomposition. CoRR Mohammed Haroon Dupty, Zhen Zhang, Wee Sun Lee
2018	A*	`conf`	Convolutional Sequence to Sequence Model for Human Dynamics. CVPR Chen Li, Zhen Zhang, Wee Sun Lee, Gim Hee Lee
2018	J	`jnl`	Convolutional Sequence to Sequence Model for Human Dynamics. CoRR Chen Li, Zhen Zhang, Wee Sun Lee, Gim Hee Lee
2018	J	`jnl`	Learning an Optimizer for Image Deconvolution. CoRR Dong Gong, Zhen Zhang, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Yanning Zhang
2018	J	`jnl`	Understanding human activities in videos: A joint action and interaction learning approach. Neurocomputing Zhenhua Wang, Jiali Jin, Tong Liu, Sheng Liu, Jianhua Zhang, Shengyong Chen, Zhen Zhang, Dongyan Guo, Zhanpeng Shao
2017	A*	`conf`	Dynamic Programming Bipartite Belief Propagation For Hyper Graph Matching. IJCAI Zhen Zhang, Julian J. McAuley, Yong Li, Wei Wei, Yanning Zhang, Qinfeng Shi
2017	J	`jnl`	Real-Time Correlation Filter Tracking by Efficient Dense Belief Propagation With Structure Preserving. IEEE Trans. Multim. Rui Yao, Shixiong Xia, Zhen Zhang, Yanning Zhang
2017	A*	`conf`	Solving Constrained Combinatorial Optimisation Problems via MAP Inference without High-Order Penalties. AAAI Zhen Zhang, Qinfeng Shi, Julian J. McAuley, Wei Wei, Yanning Zhang, Rui Yao, Anton van den Hengel
2016	A*	`conf`	Joint Probabilistic Matching Using m-Best Solutions. CVPR Seyed Hamid Rezatofighi, Anton Milan, Zhen Zhang, Qinfeng Shi, Anthony R. Dick, Ian D. Reid
2016	A*	`conf`	Pairwise Matching through Max-Weight Bipartite Belief Propagation. CVPR Zhen Zhang, Qinfeng Shi, Julian J. McAuley, Wei Wei, Yanning Zhang, Anton van den Hengel
2015	A*	`conf`	Joint Probabilistic Data Association Revisited. ICCV Seyed Hamid Rezatofighi, Anton Milan, Zhen Zhang, Qinfeng Shi, Anthony R. Dick, Ian D. Reid
2015	A*	`conf`	Learning graph structure for multi-label image classification via clique generation. CVPR Mingkui Tan, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Junbin Gao, Fuyuan Hu, Zhen Zhang
2014	J	`jnl`	Variable kernel density estimation based robust regression and its applications. Neurocomputing Zhen Zhang, Yanning Zhang
2013	J	`jnl`	Constraint Reduction using Marginal Polytope Diagrams for MAP LP Relaxations. CoRR Zhen Zhang, Qinfeng Shi, Yanning Zhang, Chunhua Shen, Anton van den Hengel
2011	Misc	`conf`	A robust smear removal method for inter-frame Charge-Coupled Device star images. ICNC Jianwei Gao, Zhen Zhang, Rui Yao, Jinqiu Sun, Yanning Zhang
2011	—	`conf`	Faint Moving Object Detection in Optical Astronomical Image Using a 2D-1D IUWT. IScIDE Rui Yao, Feng Duan, Zhen Zhang, Yongpeng Zhang
2011	—	`conf`	Generalized Kernel Density Estimation Based Robust Estimator and Its Application. IScIDE Zhen Zhang, Yanning Zhang, Rui Yao, Haisen Li, Yu Zhu