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Basics
| Name | Hoe Jiun Tian |
| [email protected] | |
| Url | https://jiuntian.com/ |
Education
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2022.08 - present Singapore
PhD
Nanyang Technological University
School of Electrical and Electronic Engineering
- Computer Vision, Image Generation
- Under the supervision of Prof Tan Yap-Peng and Prof Jiang Xudong.
- One work on image generation was accepted in CVPR 2024 and one are under reviewing.
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2018.09 - 2022.02 Kuala Lumpur, Malaysia
BCompSc
Universiti Malaya
Artificial Intelligence
- Computer Vision, Deep Hashing based Image Retrieval
- CGPA: 3.993/4.000
- Final year project on deep hashing was accepted in NeurIPS 2021 and BMVC 2023.
Experience
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2019.03 - 2021.01 Kuala Lumpur, Malaysia
AI Engineer Intern
MoneyLion Malaysia Sdn Bhd
Maintained and optimized an AI rule-based decision engine and model deployments using Java (Spring, Project Loom), Python (Flask, PyTorch), and Kubernetes.
Publications
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2025.03 InteractEdit: Zero-Shot Editing of Human-Object Interactions in Images
Jiun Tian Hoe, Weipeng Hu, Wei Zhou, Chao Xie, Ziwei Wang, Chee Seng Chan, Xudong Jiang, Yap-Peng Tan
arXiv preprint (under review)
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2024.12 Residual Quotient Learning for Zero-Reference Low-Light Image Enhancement
Chao Xie, Linfeng Fei, Huanjie Tao, Yaocong Hu, Wei Zhou, Jiun Tian Hoe, Weipeng Hu, Yap-Peng Tan
IEEE Transactions on Image Processing
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2024.06 InteractDiffusion: Interaction Control in Text-to-Image Diffusion Models
Jiun Tian Hoe, Xudong Jiang, Chee Seng Chan, Yap-Peng Tan, Weipeng Hu
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
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2023.11 Unsupervised Hashing with Similarity Distribution Calibration
Kam Woh Ng, Xiatian Zhu, Jiun Tian Hoe, Chee Seng Chan, Tianyu Zhang, Yi-Zhe Song, Tao Xiang
British Machine Vision Conference (BMVC)
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2021.12 One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective
Jiun Tian Hoe, Kam Woh Ng, Tianyu Zhang, Chee Seng Chan, Yi-Zhe Song, Tao Xiang
Advances in Neural Information Processing Systems (NeurIPS)
Services
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2025 - 2025 Teaching Assistant - IM2073 Intro. to Design & Project
NTU
Teach student on Unity, Java, Web, and Android Programming
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2025 - 2025 Teaching Assistant - IE0005 Intro. to Data Science and AI
NTU
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2024 - 2024 Teaching Assistant - IE4001 Software Engineering
NTU
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2024 - 2024 Teaching Assistant - EE2073 Intro. to EEE Design & Project
NTU
Teach student to build a Automatic Volume Control Audio Amplifier System
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2023 - 2024 Teaching Assistant - IE1005 Computational Thinking to Programming
NTU
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2019 - 2020 Teaching Assistant - WIX1002 Fundamental of Programming
Universiti Malaya
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2019 - 2021 Teaching Assistant - WIA1002 Data Structure
Universiti Malaya
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Reviewer of Conference
CVPR, ICCV, ECCV, BMVC
Skills
| Programming | ||
| Python, Java, C/C++/C#, Bash, HTML5/CSS3/Javascript | ||
| Development Framework | ||
| ReactJS, Flask, Unity3D, Spring, Kubernetes | ||
| Deep Learning Framework | ||
| PyTorch, Tensorflow, Accelerate | ||
Awards
| Research Scholarship | ||
| Nanyang Technological University | ||
| Book Prize | ||
| University Malaya | ||
Interests
- Computer vision, image generation and editing, human-object interaction, diffusion models
Languages
| Chinese | ||
| Native | ||
| English | ||
| Fluent | ||
| Malay | ||
| Fluent | ||
| Hokkien | ||
| Native | ||
References
- References available upon request