Junzhe Zhang

According to our database, Junzhe Zhang authored at least 50 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Evaluating and Mitigating Number Hallucinations in Large Vision-Language Models: A Consistency Perspective.

Huixuan Zhang, Junzhe Zhang, Xiaojun Wan

CoRR, 2024

Entity-Aware Multimodal Alignment Framework for News Image Captioning.

Junzhe Zhang, Huixuan Zhang, Xiaojun Wan

CoRR, 2024

Towards Safe Policy Learning under Partial Identifiability: A Causal Approach.

Shalmali Joshi, Junzhe Zhang, Elias Bareinboim

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Scores for Learning Discrete Causal Graphs with Unobserved Confounders.

Alexis Bellot, Junzhe Zhang, Elias Bareinboim

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Variational Relational Point Completion Network for Robust 3D Classification.

Liang Pan, Xinyi Chen, Zhongang Cai, Junzhe Zhang, Haiyu Zhao, Shuai Yi, Ziwei Liu

IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Detection and Attribution of Alpine Inland Lake Changes by Using Random Forest Algorithm.

Wei Guo, Xiangnan Ni, Yi Mu, Tong Liu, Junzhe Zhang

Remote. Sens., February, 2023

DeformToon3D: Deformable 3D Toonification from Neural Radiance Fields.

Junzhe Zhang, Yushi Lan, Shuai Yang, Fangzhou Hong, Quan Wang, Chai Kiat Yeo, Ziwei Liu, Chen Change Loy

CoRR, 2023

G-PCC++: Enhanced Geometry-based Point Cloud Compression.

Junzhe Zhang, Tong Chen, Dandan Ding, Zhan Ma

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Causal Imitation Learning via Inverse Reinforcement Learning.

Kangrui Ruan, Junzhe Zhang, Xuan Di, Elias Bareinboim

Proceedings of the Eleventh International Conference on Learning Representations, 2023

DeformToon3d: Deformable Neural Radiance Fields for 3D Toonification.

Junzhe Zhang, Yushi Lan, Shuai Yang, Fangzhou Hong, Quan Wang, Chai Kiat Yeo, Ziwei Liu, Chen Change Loy

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Generative Diffusion Prior for Unified Image Restoration and Enhancement.

Ben Fei, Zhaoyang Lyu, Liang Pan, Junzhe Zhang, Weidong Yang, Tianyue Luo, Bo Zhang, Bo Dai

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Exploring the Impact of Vision Features in News Image Captioning.

Junzhe Zhang, Xiaojun Wan

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

A Hybrid Clustering Method with a Filter Feature Selection for Hyperspectral Image Classification.

Junzhe Zhang

J. Imaging, 2022

Privacy-preserving knowledge transfer for intrusion detection with federated deep autoencoding gaussian mixture model.

Yang Chen, Junzhe Zhang, Chai Kiat Yeo

Inf. Sci., 2022

CARNet: Compression Artifact Reduction for Point Cloud Attribute.

Dandan Ding, Junzhe Zhang, Jianqiang Wang, Zhan Ma

CoRR, 2022

Online Reinforcement Learning for Mixed Policy Scopes.

Junzhe Zhang, Elias Bareinboim

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Using Drone-Based Remote Sensing Products to Detect Land Surface Conditions in Drylands.

Junzhe Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Using a Decomposing Method to Analyze the Spatial-Temporal Relationship Between Vegetation Drought and Wildfire in California.

Junzhe Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Partial Counterfactual Identification from Observational and Experimental Data.

Junzhe Zhang, Jin Tian, Elias Bareinboim

Proceedings of the International Conference on Machine Learning, 2022

Monocular 3D Object Reconstruction with GAN Inversion.

Junzhe Zhang, Daxuan Ren, Zhongang Cai, Chai Kiat Yeo, Bo Dai, Chen Change Loy

Proceedings of the Computer Vision - ECCV 2022, 2022

ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing.

Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Junzhe Zhang

Proceedings of the Computer Vision - ECCV 2022, 2022

Can Humans Be out of the Loop?

Junzhe Zhang, Elias Bareinboim

Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022

2021

Drone-Based Remote Sensing for Research on Wind Erosion in Drylands: Possible Applications.

Junzhe Zhang, Wei Guo, Bo Zhou, Gregory S. Okin

Remote. Sens., 2021

Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion.

Tong Wu, Liang Pan, Junzhe Zhang, Tai Wang, Ziwei Liu, Dahua Lin

CoRR, 2021

It's Not Just the Site, It's the Contents: Intra-domain Fingerprinting Social Media Websites Through CDN Bursts.

Kailong Wang, Junzhe Zhang, Guangdong Bai, Ryan K. L. Ko, Jin Song Dong

Proceedings of the WWW '21: The Web Conference 2021, 2021

Balanced Chamfer Distance as a Comprehensive Metric for Point Cloud Completion.

Tong Wu, Liang Pan, Junzhe Zhang, Tai Wang, Ziwei Liu, Dahua Lin

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Sequential Causal Imitation Learning with Unobserved Confounders.

Daniel Kumor, Junzhe Zhang, Elias Bareinboim

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Investigated the Cause of Snow Albedo Reduction in the Himalayan Mountains by Using Remotely Sensed Products.

Junzhe Zhang, Xu Xie, Bo Zhou

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing.

Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Haiyong Jiang, Zhongang Cai, Junzhe Zhang, Liang Pan, Mingyuan Zhang, Haiyu Zhao, Shuai Yi

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Unsupervised 3D Shape Completion Through GAN Inversion.

Junzhe Zhang, Xinyi Chen, Zhongang Cai, Liang Pan, Haiyu Zhao, Shuai Yi, Chai Kiat Yeo, Bo Dai, Chen Change Loy

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Variational Relational Point Completion Network.

Liang Pan, Xinyi Chen, Zhongang Cai, Junzhe Zhang, Haiyu Zhao, Shuai Yi, Ziwei Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Crafting Adversarial Examples for Neural Machine Translation.

Xinze Zhang, Junzhe Zhang, Zhenhua Chen, Kun He

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Bounding Causal Effects on Continuous Outcome.

Junzhe Zhang, Elias Bareinboim

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Leveraging Localization for Multi-camera Association.

Zhongang Cai, Cunjun Yu, Junzhe Zhang, Jiawei Ren, Haiyu Zhao

CoRR, 2020

Dynamic Self-Organizing Leader-Follower Control in a Swarm Mobile Robots System Under Limited Communication.

Zhihua Qiao, Junzhe Zhang, Xiaoguang Qu, Jiandong Xiong

IEEE Access, 2020

Urban Area Function Zoning Based on User Relationships in Location-Based Social Networks.

Fei Hao, Junzhe Zhang, Zongtao Duan, Liang Zhao, Lantian Guo, Doo-Soon Park

IEEE Access, 2020

Causal Imitation Learning With Unobserved Confounders.

Junzhe Zhang, Daniel Kumor, Elias Bareinboim

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Designing Optimal Dynamic Treatment Regimes: A Causal Reinforcement Learning Approach.

Junzhe Zhang

Proceedings of the 37th International Conference on Machine Learning, 2020

MessyTable: Instance Association in Multiple Camera Views.

Zhongang Cai, Junzhe Zhang, Daxuan Ren, Cunjun Yu, Haiyu Zhao, Shuai Yi, Chai Kiat Yeo, Chen Change Loy

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Efficient Memory Management for GPU-based Deep Learning Systems.

Junzhe Zhang, Sai-Ho Yeung, Yao Shu, Bingsheng He, Wei Wang

CoRR, 2019

Near-Optimal Reinforcement Learning in Dynamic Treatment Regimes.

Junzhe Zhang, Elias Bareinboim

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Network Anomaly Detection Using Federated Deep Autoencoding Gaussian Mixture Model.

Yang Chen, Junzhe Zhang, Chai Kiat Yeo

Proceedings of the Machine Learning for Networking, 2019

2018

Non-Parametric Path Analysis in Structural Causal Models.

Junzhe Zhang, Elias Bareinboim

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Equality of Opportunity in Classification: A Causal Approach.

Junzhe Zhang, Elias Bareinboim

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Characterizing the Limits of Autonomous Systems.

Junzhe Zhang, Elias Bareinboim

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Fairness in Decision-Making - The Causal Explanation Formula.

Junzhe Zhang, Elias Bareinboim

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Transfer Learning in Multi-Armed Bandits: A Causal Approach.

Junzhe Zhang, Elias Bareinboim

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Transfer Learning in Multi-Armed Bandit: A Causal Approach.

Junzhe Zhang, Elias Bareinboim

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2012

Evaluation of similarity measure methods for hyperspectral remote sensing data.

Junzhe Zhang, Wenquan Zhu, Lingli Wang, Nan Jiang

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A phenology-preserving filtering method to reduce noise in NDVI time series.

Nan Jiang, Wenquan Zhu, Minjie Mou, Lingli Wang, Junzhe Zhang

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012