Zhaozheng Yin

Zhaozheng Yin
SUNY Empire Innovation Associate Professor
Computer Vision Lab

Contact:
Office: 2313B Computer Science Building
Phone: 631-632-2592 (O)
Email: zyin AT cs DOT stonybrook DOT edu

[Students] [Publication] [Teaching] [Service] [Bio]

Openings:

I am looking for talented PhD students to join my research group in fall 2027 to work in the fields of Computer Vision, Machine Learning, Biomedical Image Analysis, and Robotics.

News:

· June 2026: Congratulations for the recent paper acceptances:

Ø Hritam Basak: “Exo2EgoPolicy: Pose-Aligned Cross-View Policy Learning,” the 19th European Conference on Computer Vision (ECCV), 2026

Ø Hritam Basak: “Fixed Reality, Diffused Possibility: Disentangling Stochastic and Deterministic Latent for Cluttered Grasping,” the 19th European Conference on Computer Vision (ECCV), 2026

Ø Shreya Biswas: “Mitigating Pose-Scale Discrepancy Bias and Reforming Multi-Support Reasoning for Few-Shot Semantic Segmentation,” the 19th European Conference on Computer Vision (ECCV), 2026

Ø Hritam Basak: “PhysioSplat: Physics-Informed Dynamic Gaussian Splatting for Surgical Scene Reconstruction,” the 29th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2026 [GitHub]

Ø Jamalia Sultana: “RadGaze-LLM: Anatomical Region-Grounded Radiology Report Generation via Learning from Expert Gaze,” IEEE International Symposium on Biomedical Imaging (ISBI), 2026

Ø Jianxiang Dong: “Content-Aware Image Compression Model for Macromolecular Crystallography Data,” IEEE International Symposium on Biomedical Imaging (ISBI), 2026

Ø Shreya Biswas: “DOTGraph: CLIP-Driven Feature Disentanglement and Optimal Transport based Graph Learning for Few-Shot Segmentation,” IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2026

· May 2026: Congratulations to Jianxiang Dong and Hritam Basak for their successful PhD defenses! They will join ByteDance and Amazon Robotics, respectively.

· January 2026: Yin will be the Area Chair of MICCAI2026 and ECCV2026.

· September 2025: Congratulations for the recent paper acceptances:

Ø Hritam Basak: “VisPLA: Visual Iterative Self-Prompting for Language-Guided 3D Affordance Learning,” the 39th Annual Conference on Neural Information Processing Systems (NeurIPS), 2025

Ø Hritam Basak: “D^4Recon: Dual-stage Deformation and Dual-scale Depth Guidance for Endoscopic Reconstruction,” the 28th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025.

Ø Jignesh Gutta: “RANDose: A Region-aware Attention Network for Accurate Radiation Dose Prediction,” the 28th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025.

Ø Hritam Basak, “Enhancing Single Image to 3D Generation using Gaussian Splatting and Hybrid Diffusion Priors,” IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2025.

Ø Jianxiang Dong: “Annotation-efficient Hybrid Learning for Temporal Sentence Grounding,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). 2025.

Ø Jianxiang Dong: “Weakly Semi-supervised Temporal Sentence Grounding in Videos with Point Annotations," IEEE Transactions on Multimedia (TMM). 2025.

· February 2025: Congratulations for the paper acceptances:

Ø Hritam Basak: “SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation,” CVPR.

Ø Yuanhao Zou (a volunteer master researcher from U-Michigan), “Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question Answering,” CVPR.

Ø Jianxiang Dong: “Graph-based Dense Event Grounding with Relative Positional Encoding,” Computer Vision and Image Understanding (CVIU).

· January 2025: Yin will be an Area Chair of ICCV2025 and MICCAI2025.

· October 2024: Congratulations to Md Moniruzzaman on a successful PhD defense! He will be the founding AI Research Scientist of a startup working on generative AI at Silicon Valley.

· October 2024: Congratulations to the group members for the recent paper acceptances:

Ø Md Moniruzzaman: “Progressive Knowledge Distillation from Different Levels of Teachers for Online Action Detection,” IEEE Transactions on Multimedia (TMM).

Ø Jamalia Sultana: “Seeing Through Expert’s Eyes: Leveraging Radiologist Eye Gaze and Speech Report with Graph Neural Networks for Chest X-ray Image Classification,” Asian Conference on Computer Vision (ACCV).

Ø Chenyu Zhang: “Weakly-supervised Structural Component Segmentation via Scribble Annotation,” Computer-Aided Civil and Infrastructure Engineering.

· August 2024: Welcome new PhD students, Rishav Pramanik and Zikai Liao, joining our group.

· July 2024: Congratulations to the group members for the recent paper acceptances:

Ø Hritam Basak: “Domain-specific Feature Unlearning for Semi-supervised and Unsupervised Domain Adaptation,” ECCV.

Ø Hritam Basak: “Quest for Clone: Test-time Domain Adaptation for Medical Image Segmentation by Searching the Closest Clone in Latent Space,” MICCAI.

Ø Jignesh Gutta: “Med-Former: A Transformer based Architecture for Medical Image Classification,” MICCAI.

Ø Chenyu Zhang: “Attention-Enhanced Co-Interactive Fusion Network (AECIF-Net) for Automated Structural Condition Assessment in Visual Inspection,” Automation in Construction.

Ø Jianxiang Dong: “Bragg Spot Finder (BSF): A New Machine-Learning Aided Approach to Deal with Spot Finding for Rapidly Filtering Diffraction Pattern Images,” Journal of Applied Crystallography.

Ø Hritam Basak: “Fusion of Radiomics and Deep-learning Features for Improved Myocardial Scar Identification for Hypertrophic Cardiomyopathy from CINE Images,” Journal of Cardiovascular Magnetic Resonance.

· February 2024: Yin will be an Area Chair of MICCAI 2024.

· November 2023: congratulations to Roshan Kenia on his paper “Robust TRISO-Fueled Pebble Identification by Digit Recognition” being accepted by WACV.

· August 2023:

Ø Welcome new PhD students, Shreya Biswas and Jamalia Sultana, joining our group!

Ø Congratulations to Md Moniruzzaman on his paper “Wearable Motion Capture: Reconstructing and Predicting 3D Human Poses from Wearable Sensors” being accepted by IEEE Journal of Biomedical and Health Informatics (J-BHI)!

Ø Our project on human pose analysis and walking environment analysis via wearable sensors was funded by NSF (2023-2027)!

· June 2023:

Ø Congratulations to Monjurul on his PhD defense! He will join University of Washington as a Postdoc.

Ø Congratulations to Liang Han to join HIT-Shenzhen as an Assistance Professor.

· May 2023: congratulations to Roshan Kenia wining Researchers of the Month from Undergraduate Research & Creativity Activities program at Stony Brook University, as a graduating senior. Roshan will pursue his MS degree in Computer Science at Columbia University in fall 2023.

· May 2023: Congratulations to the group members for the recent paper acceptances:

Ø Hritam Basak: “Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning,” MICCAI.

Ø Jignesh Gutta: “Diffusion Transformer U-Net for Medical Image Segmentation,” MICCAI.

Ø Muhamad Monjurul Karim: “An Attention-guided Multistream Feature Fusion Network for Early Localization of Risky Traffic Agents in Driving Videos,” IEEE Transactions on Intelligent Vehicles (TIV).

Ø Md Moniruzzaman: “Collaborative Foreground, Background, and Action Modeling Network for Weakly Supervised Temporal Action Localization,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

Ø Md Moniruzzaman: “Feature Weakening, Contextualization, and Discrimination for Weakly Supervised Temporal Action Localization,” IEEE Transactions on Multimedia (TMM).

· March 2023: Congratulations to the group members for the recent paper acceptances:

Ø Hritam Basak: “Pseudo-label Guided Contrastive Learning for Semi-supervised Medical Image Segmentation,” CVPR.

Ø Md Moniruzzaman: “Jointly-Learnt Networks for Future Action Anticipation via Self-Knowledge Distillation and Cycle Consistency,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

Ø Liang Han: “Phase Contrast Image Restoration by Mathematically Formulating Its Imaging Principle and Reversing the Formulation with Deep Neural Networks,” IEEE Transactions on Medical Imaging (TMI).

· Sep 2022: Congratulations to the group members for the recent paper acceptances:

Ø Jianxiang Dong: “Boundary-aware Temporal Sentence Grounding with Adaptive Proposal Refinement,” ACCV.

Ø Liang Han: “Global Memory and Local Continuity for Video Object Detection,” IEEE Transactions on Multimedia (TMM).

Ø Muhammad Monjurul Karim: “Dynamic Spatial-temporal Attention Network for Early Anticipation of Traffic Accidents," IEEE Transactions on Intelligent Transportation Systems (ITS).

· August 2022: Congratulations to Liang for his PhD defense! He will continue in our lab as a Postdoc Fellow.

· August 2022: Welcome new Ph.D. students, Hritam Basak and Jignesh Gutta, joining our group!

Archived News.