Georgia Tech is a research leader in a wide number of computing, engineering, and scientific disciplines. Explore some of Georgia Tech’s leading published research and learn more about the institute’s long-term vision for advancing education and research progress.
FEATURED
- CVPR 2025 | IEEE/CVF Conference on Computer Vision and Pattern Recognition
- ICRA 2025 | IEEE Int’l. Conference on Robotics and Automation
- NAACL 2025 | Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics
- CHI 2025 | ACM CHI Conference on Human Factors in Computing Systems
- ICLR 2025 | International Conference on Learning Representations
- SIGCSE 2025 | Computer Science Education Technical Symposium

EXPLORE Georgia Tech @ CVPR 2025
Georgia Tech First Authors
CVPR 2025 | Nashville

Chengyue Huang
PhD, Machine Learning
• Areas of Interest: Machine Learning, Computer Vision, Vision-Language Models
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• Papers (first author): FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering
• Program advisor(s): Zsolt Kira
• Fun fact: Second-year part-time PhD student, full-time older sister to two kittens and one dog.

Bolin Lai
PhD, Machine Learning
• Areas of Interest: Multimodal Learning, Generative Models, Video Understanding
——
• Papers (first author): Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation
• Program advisor(s): James Rehg, Zsolt Kira
• Fun fact: I’m a “senior intern” at Meta (interned at Meta for 3 times). I love soccer, movies and cooking:)

Fiona Ryan
PhD, Computer Science
• Areas of Interest: Modeling Human Behavior with Computer Vision, Multimodal Learning
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• Papers (first author): (1) Gaze-LLE: Gaze Target Estimation via Large-Scale Learned Encoders (2) Improving Personalized Search with Regularized Low-Rank Parameter Updates
• Program advisor(s): James Rehg, Judy Hoffman
• Fun fact: Has an undergraduate degree in music.

Andrew Szot
PhD, Machine Learning
• Areas of Interest: Reinforcement Learning, LLM Agents, Simulation
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• Papers (first author): From Multimodal LLMs to Generalist Embodied Agents: Methods and Lessons
• Program advisor(s): Zsolt Kira, Dhruv Batra
• Fun fact: I want to develop LLM agents that reason and act to solve complex tasks.

——
• Papers (first author): Scaling Down Text Encoders of Text-to-Image Diffusion Models
• Program advisor(s): Not specified
• Fun fact (aka game guru): In Teamfight Tactics Set 9, I managed to get eight 3-star 5-cost champions in a single game!

——
• Papers (first author): Early-Bird Diffusion: Investigating and Leveraging Timestep-Aware Early-Bird Tickets in Diffusion Models for Efficient Training
• Program advisor(s): Yingyan (Celine) Lin
• Fun fact: Loves language learning and is fluent in Japanese / is currently studying Mandarin. Big fan of long walks outdoors.

Haoran You
PhD, Computer Science
• Areas of Interest: Efficient ML Systems, Algorithm-Hardware Co-Design
——
• Papers (first author): Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers
• Program advisor(s): Yingyan (Celine) Lin
• Fun fact: I see research as a form of cooking — but unlike in the kitchen where I follow safe recipes, in research failure is just a part of the recipe.

Research Topics
Artificial Intelligence
Includes a wide range of areas including natural language processing, data engineering, robotics, and computer vision.
- NeurIPS 2024 | Conference on Neural Information Processing Systems
- Supercomputing 2024 | International Conference for High Performance Computing, Networking, Storage, and Analysis
- EMNLP 2024 | Conference on Empirical Methods in Natural Language Processing
- ECCV 2024 | European Conference on Computer Vision
- ACL 2024 | Annual Meeting of the Association for Computational Linguistics
- ICML 2024 | International Conference on Machine Learning
- CVPR 2024 | IEEE /CVF Computer Vision and Pattern Recognition Conference
- ICRA 2024 | IEEE International Conference on Robotics and Automation
- ICLR 2024 | International Conference on Learning Representations
- NeurIPS 2023
- CoRL 2023
- ICML 2023
- ACL 2023
- CVPR 2023
- ICRA 2023
- ICLR 2023
- HRI 2023
- ICCV 2023
- IROS 2023
Computer Science Education
Cybersecurity and Privacy
Human-Computer Interaction
- VIS 2024 | IEEE Conference on Visualization and Visual Analytics
- SIGGRAPH 2024 | Premier Conference & Exhibition on Computer Graphics & Interactive Techniques
- DIS 2024 | ACM SIGCHI Conference on Designing Interactive Systems
- CHI 2024 | ACM Computer-Human Interaction Conference on Human Factors in Computing Systems
- CSCW 2023
- CHI 2023
ARCHIVE
2022
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