Junzhe Zhang

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 64

Top Topics

Chamfer Distance

Reinforcement Learning

Top Venues

Publications

Le Gao, Jiaxin Yu, Junzhe Zhang, Yin Tang, Quansi Wen
AASSI: A Self-Sovereign Identity Protocol With Anonymity and Accountability. IEEE Access 12 (2024)
Junzhe Zhang, Huixuan Zhang, Xunjian Yin, Baizhou Huang, Xu Zhang, Xinyu Hu, Xiaojun Wan
MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency. CoRR (2024)
Huixuan Zhang, Junzhe Zhang, Xiaojun Wan
Evaluating and Mitigating Number Hallucinations in Large Vision-Language Models: A Consistency Perspective. CoRR (2024)
Bo Zhou, Gregory S. Okin, Junzhe Zhang, Shannon L. Savage, Christopher J. Cole, Michael C. Duniway
Ecological Dissimilarity Matters More Than Geographical Distance When Predicting Land Surface Indicators Using Machine Learning. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Junzhe Zhang, Huixuan Zhang, Xiaojun Wan
Entity-Aware Multimodal Alignment Framework for News Image Captioning. CoRR (2024)
Ali Fakhry, Thaison Le, Junzhe Zhang, Rui Li
TAJ: A Platform for Integrating Tumor Detection and Depth Perception for Endoscopic Surgery. ISMR (2024)
Alexis Bellot, Junzhe Zhang, Elias Bareinboim
Scores for Learning Discrete Causal Graphs with Unobserved Confounders. AAAI (2024)
Shalmali Joshi, Junzhe Zhang, Elias Bareinboim
Towards Safe Policy Learning under Partial Identifiability: A Causal Approach. AAAI (2024)
Mingxuan Li, Junzhe Zhang, Elias Bareinboim
Causally Aligned Curriculum Learning. ICLR (2024)
Kangrui Ruan, Junzhe Zhang, Xuan Di, Elias Bareinboim
Causal Imitation Learning via Inverse Reinforcement Learning. ICLR (2023)
Junzhe Zhang, Tong Chen, Dandan Ding, Zhan Ma
G-PCC++: Enhanced Geometry-based Point Cloud Compression. ACM Multimedia (2023)
Junzhe Zhang, Yushi Lan, Shuai Yang, Fangzhou Hong, Quan Wang, Chai Kiat Yeo, Ziwei Liu, Chen Change Loy
DeformToon3d: Deformable Neural Radiance Fields for 3D Toonification. ICCV (2023)
Liang Pan, Xinyi Chen, Zhongang Cai, Junzhe Zhang, Haiyu Zhao, Shuai Yi, Ziwei Liu
Variational Relational Point Completion Network for Robust 3D Classification. CoRR (2023)
Junzhe Zhang, Yushi Lan, Shuai Yang, Fangzhou Hong, Quan Wang, Chai Kiat Yeo, Ziwei Liu, Chen Change Loy
DeformToon3D: Deformable 3D Toonification from Neural Radiance Fields. CoRR (2023)
Liang Pan, Xinyi Chen, Zhongang Cai, Junzhe Zhang, Haiyu Zhao, Shuai Yi, Ziwei Liu
Variational Relational Point Completion Network for Robust 3D Classification. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Ben Fei, Zhaoyang Lyu, Liang Pan, Junzhe Zhang, Weidong Yang, Tianyue Luo, Bo Zhang, Bo Dai
Generative Diffusion Prior for Unified Image Restoration and Enhancement. CVPR (2023)
Junzhe Zhang, Xiaojun Wan
Exploring the Impact of Vision Features in News Image Captioning. ACL (Findings) (2023)
Wei Guo, Xiangnan Ni, Yi Mu, Tong Liu, Junzhe Zhang
Detection and Attribution of Alpine Inland Lake Changes by Using Random Forest Algorithm. Remote. Sens. 15 (4) (2023)
Ben Fei, Zhaoyang Lyu, Liang Pan, Junzhe Zhang, Weidong Yang, Tianyue Luo, Bo Zhang, Bo Dai
Generative Diffusion Prior for Unified Image Restoration and Enhancement. CoRR (2023)
Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Junzhe Zhang
ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing. CoRR (2022)
Junzhe Zhang, Elias Bareinboim
Can Humans Be out of the Loop? CLeaR (2022)
Daniel Kumor, Junzhe Zhang, Elias Bareinboim
Sequential Causal Imitation Learning with Unobserved Confounders. CoRR (2022)
Junzhe Zhang
Using Drone-Based Remote Sensing Products to Detect Land Surface Conditions in Drylands. IGARSS (2022)
Junzhe Zhang, Elias Bareinboim
Online Reinforcement Learning for Mixed Policy Scopes. NeurIPS (2022)
Junzhe Zhang
A Hybrid Clustering Method with a Filter Feature Selection for Hyperspectral Image Classification. J. Imaging 8 (7) (2022)
Dandan Ding, Junzhe Zhang, Jianqiang Wang, Zhan Ma
CARNet: Compression Artifact Reduction for Point Cloud Attribute. CoRR (2022)
Junzhe Zhang, Daxuan Ren, Zhongang Cai, Chai Kiat Yeo, Bo Dai, Chen Change Loy
Monocular 3D Object Reconstruction with GAN Inversion. ECCV (1) (2022)
Junzhe Zhang, Daniel Kumor, Elias Bareinboim
Causal Imitation Learning with Unobserved Confounders. CoRR (2022)
Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Junzhe Zhang
ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing. ECCV (2) (2022)
Junzhe Zhang, Daxuan Ren, Zhongang Cai, Chai Kiat Yeo, Bo Dai, Chen Change Loy
Monocular 3D Object Reconstruction with GAN Inversion. CoRR (2022)
Junzhe Zhang
Using a Decomposing Method to Analyze the Spatial-Temporal Relationship Between Vegetation Drought and Wildfire in California. IGARSS (2022)
Yang Chen, Junzhe Zhang, Chai Kiat Yeo
Privacy-preserving knowledge transfer for intrusion detection with federated deep autoencoding gaussian mixture model. Inf. Sci. 609 (2022)
Junzhe Zhang, Jin Tian, Elias Bareinboim
Partial Counterfactual Identification from Observational and Experimental Data. ICML (2022)
Daniel Kumor, Junzhe Zhang, Elias Bareinboim
Sequential Causal Imitation Learning with Unobserved Confounders. NeurIPS (2021)
Junzhe Zhang, Jin Tian, Elias Bareinboim
Partial Counterfactual Identification from Observational and Experimental Data. CoRR (2021)
Junzhe Zhang, Wei Guo, Bo Zhou, Gregory S. Okin
Drone-Based Remote Sensing for Research on Wind Erosion in Drylands: Possible Applications. Remote. Sens. 13 (2) (2021)
Liang Pan, Xinyi Chen, Zhongang Cai, Junzhe Zhang, Haiyu Zhao, Shuai Yi, Ziwei Liu
Variational Relational Point Completion Network. CVPR (2021)
Xinze Zhang, Junzhe Zhang, Zhenhua Chen, Kun He
Crafting Adversarial Examples for Neural Machine Translation. ACL/IJCNLP (1) (2021)
Junzhe Zhang, Elias Bareinboim
Bounding Causal Effects on Continuous Outcome. AAAI (2021)
Tong Wu, Liang Pan, Junzhe Zhang, Tai Wang, Ziwei Liu, Dahua Lin
Balanced Chamfer Distance as a Comprehensive Metric for Point Cloud Completion. NeurIPS (2021)
Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Haiyong Jiang, Zhongang Cai, Junzhe Zhang, Liang Pan, Mingyuan Zhang, Haiyu Zhao, Shuai Yi
CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing. ICCV (2021)
Junzhe Zhang, Xinyi Chen, Zhongang Cai, Liang Pan, Haiyu Zhao, Shuai Yi, Chai Kiat Yeo, Bo Dai, Chen Change Loy
Unsupervised 3D Shape Completion Through GAN Inversion. CVPR (2021)
Tong Wu, Liang Pan, Junzhe Zhang, Tai Wang, Ziwei Liu, Dahua Lin
Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion. CoRR (2021)
Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Haiyong Jiang, Zhongang Cai, Junzhe Zhang, Liang Pan, Mingyuan Zhang, Haiyu Zhao, Shuai Yi
CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing. CoRR (2021)
Junzhe Zhang, Xu Xie, Bo Zhou
Investigated the Cause of Snow Albedo Reduction in the Himalayan Mountains by Using Remotely Sensed Products. IGARSS (2021)
Liang Pan, Xinyi Chen, Zhongang Cai, Junzhe Zhang, Haiyu Zhao, Shuai Yi, Ziwei Liu
Variational Relational Point Completion Network. CoRR (2021)
Junzhe Zhang, Xinyi Chen, Zhongang Cai, Liang Pan, Haiyu Zhao, Shuai Yi, Chai Kiat Yeo, Bo Dai, Chen Change Loy
Unsupervised 3D Shape Completion through GAN Inversion. CoRR (2021)
Kailong Wang, Junzhe Zhang, Guangdong Bai, Ryan K. L. Ko, Jin Song Dong
It's Not Just the Site, It's the Contents: Intra-domain Fingerprinting Social Media Websites Through CDN Bursts. WWW (2021)
Fei Hao, Junzhe Zhang, Zongtao Duan, Liang Zhao, Lantian Guo, Doo-Soon Park
Urban Area Function Zoning Based on User Relationships in Location-Based Social Networks. IEEE Access 8 (2020)
Zhongang Cai, Junzhe Zhang, Daxuan Ren, Cunjun Yu, Haiyu Zhao, Shuai Yi, Chai Kiat Yeo, Chen Change Loy
MessyTable: Instance Association in Multiple Camera Views. ECCV (11) (2020)
Zhongang Cai, Junzhe Zhang, Daxuan Ren, Cunjun Yu, Haiyu Zhao, Shuai Yi, Chai Kiat Yeo, Chen Change Loy
MessyTable: Instance Association in Multiple Camera Views. CoRR (2020)
Junzhe Zhang
Designing Optimal Dynamic Treatment Regimes: A Causal Reinforcement Learning Approach. ICML (2020)
Zhihua Qiao, Junzhe Zhang, Xiaoguang Qu, Jiandong Xiong
Dynamic Self-Organizing Leader-Follower Control in a Swarm Mobile Robots System Under Limited Communication. IEEE Access 8 (2020)
Zhongang Cai, Cunjun Yu, Junzhe Zhang, Jiawei Ren, Haiyu Zhao
Leveraging Localization for Multi-camera Association. CoRR (2020)
Junzhe Zhang, Daniel Kumor, Elias Bareinboim
Causal Imitation Learning With Unobserved Confounders. NeurIPS (2020)
Junzhe Zhang, Sai-Ho Yeung, Yao Shu, Bingsheng He, Wei Wang
Efficient Memory Management for GPU-based Deep Learning Systems. CoRR (2019)
Junzhe Zhang, Elias Bareinboim
Near-Optimal Reinforcement Learning in Dynamic Treatment Regimes. NeurIPS (2019)
Yang Chen, Junzhe Zhang, Chai Kiat Yeo
Network Anomaly Detection Using Federated Deep Autoencoding Gaussian Mixture Model. MLN (2019)
Junzhe Zhang, Elias Bareinboim
Equality of Opportunity in Classification: A Causal Approach. NeurIPS (2018)
Junzhe Zhang, Elias Bareinboim
Fairness in Decision-Making - The Causal Explanation Formula. AAAI (2018)
Junzhe Zhang, Elias Bareinboim
Characterizing the Limits of Autonomous Systems. AAMAS (2018)
Junzhe Zhang, Elias Bareinboim
Non-Parametric Path Analysis in Structural Causal Models. UAI (2018)
Junzhe Zhang, Elias Bareinboim
Transfer Learning in Multi-Armed Bandits: A Causal Approach. IJCAI (2017)
Junzhe Zhang, Elias Bareinboim
Transfer Learning in Multi-Armed Bandit: A Causal Approach. AAMAS (2017)
Nan Jiang, Wenquan Zhu, Minjie Mou, Lingli Wang, Junzhe Zhang
A phenology-preserving filtering method to reduce noise in NDVI time series. IGARSS (2012)
Junzhe Zhang, Wenquan Zhu, Lingli Wang, Nan Jiang
Evaluation of similarity measure methods for hyperspectral remote sensing data. IGARSS (2012)