Haosheng (Woody) Gan

Computer Science @ GT

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School of Interactive Computing

Georgia Institute of Technology

Atlanta, GA

hgan36 at gatech dot edu

Hey! I’m Woody, a first-year CS PhD student at the School of Interactive Computing, Georgia Institute of Technology🐝.

I do research on NLP and multimodal models for vision and audio. I’m interested in making AI models more interpretable and human-centered.

Currently, I am working with Professor Kartik Goyal at Kargo Lab. Before joining GT, I received my BS degrees in Computer Science and Applied Math at USC✌️. I was very fortunate to be advised by Professor Vatsal Sharan, Professor Willie Neiswanger, and Professor Mahdi Soltanolkotabi at USC, and Professor Diyi Yang at Stanford. I’m grateful to learn from my amazing PhD mentors Deqing Fu at USC and William Held at Stanford during my undergrad.

When I’m not training models or writing papers, you can find me playing or watching soccer⚽. I play left wing and people say I’m the next Vini Jr—hit me up if your team needs a good player! I also volunteer through VolunteerMatch. Feel free to reach out if you’re interested in collaborating or just chatting!

News

Aug 24, 2026 🐝 Started my CS PhD at the School of Interactive Computing, Georgia Tech ! My office is at the 11th floor of CODA, feel free to stop by!
Apr 06, 2026 🎉 Putting HUMANS First and Text Steers Vision accepted at ACL 2026 Main! I will be presenting both papers in San Diego in early July. 📍🌴
Jan 04, 2026 AudioJudge accepted to EACL 2026 Main! Looking forward to presenting our work in Morocco in late March. 🎉
Dec 02, 2025 Will be at NeurIPS 2025 in San Diego (Dec 2-7) ! If you’re there, please catch me around the conference - always happy to chat about AI research, collaborations, or just grab coffee! ☕✨

Selected Publications

Putting HUMANS first: Efficient LAM Evaluation with Human Preference Alignment
Putting HUMANS first: Efficient LAM Evaluation with Human Preference Alignment
Woody Haosheng Gan, William Held, Diyi Yang
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026 Main)
2026

AudioJudge: Understanding what works in large audio model based speech evaluation
AudioJudge: Understanding what works in large audio model based speech evaluation
Potsawee Manakul*, Woody Haosheng Gan*, Michael J. Ryan, Ali Sartaz Khan, Warit Sirichotedumrong, Kunat Pipatanakul, William Held, Diyi Yang
* Equal contribution
Proceedings of the 21st Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026 Main)
2025

Textual steering vectors can improve visual understanding in multimodal large language models
Textual steering vectors can improve visual understanding in multimodal large language models
Woody Haosheng Gan*, Deqing Fu*, Julian Asilis*, Ollie Liu*, Dani Yogatama, Vatsal Sharan, Robin Jia, Willie Neiswanger
* Equal contribution
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026 Main)
2025

ConceptMix++: Leveling the playing field in text-to-image benchmarking via iterative prompt optimization
ConceptMix++: Leveling the playing field in text-to-image benchmarking via iterative prompt optimization
Haosheng Gan, Berk Tinaz, Mohammad Shahab Sepehri, Zalan Fabian, Mahdi Soltanolkotabi
3rd Workshop on Generative Models for Computer Vision (GMCV), CVPR 2025
2025

Projects

CAVA: Comprehensive Assessment for Voice Assistants
CAVA: Comprehensive Assessment for Voice Assistants
William Held*, Michael J. Ryan*, Aditya Shrivastava, Ali Sartaz Khan, Caleb Ziems, Minzhi Ella Li, Martijn Bartelds, Michael Sun, Tan Li, Woody Haosheng Gan, Diyi Yang
* Equal contribution

Benchmark Release for Large Audio Models in Voice Assistant Tasks

2025