Haotian Sun

PhD student, Georgia Institute of Technology

Joined

September 2022

Names

Haotian Sun (Preferred)

Emails

****@gatech.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Georgia Institute of Technology (gatech.edu)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Bo Dai

2023 – Present

PhD Advisor

Chao Zhang

2023 – Present

Expertise

No areas of expertise listed

Publications

Towards Better Instruction Following Retrieval Models
Yuchen Zhuang, Aaron Trinh, Rushi Qiang, Haotian Sun, Chao Zhang, Hanjun Dai, Bo Dai
- Submitted to ICLR 2026
- Readers: Everyone
Matryoshka Pilot: Learning to Drive Black-Box LLMs with LLMs
ChangHao Li, Yuchen Zhuang, Rushi Qiang, Haotian Sun, Hanjun Dai, Chao Zhang, Bo Dai
- NeurIPS 2025 poster
- Readers: Everyone
AmorLIP: Efficient Language-Image Pretraining via Amortization
Haotian Sun, Yitong Li, Yuchen Zhuang, Niao He, Hanjun Dai, Bo Dai
- NeurIPS 2025 poster
- Readers: Everyone
Spectral Representation for Causal Estimation with Hidden Confounders
Haotian Sun, Antoine Moulin, Tongzheng Ren, Arthur Gretton, Bo Dai
- AISTATS 2025 Poster
- Readers: Everyone
Spectral Representation for Causal Estimation with Hidden Confounders
Tongzheng Ren, Haotian Sun, Antoine Moulin, Arthur Gretton, Bo Dai
- CRL@NeurIPS 2024 Poster
- Readers: Everyone
Martryoshka: Learning to Drive Black-Box LLMs with LLMs
ChangHao Li, Yuchen Zhuang, Rushi Qiang, Haotian Sun, Hanjun Dai, Chao Zhang, Bo Dai
- Submitted to ICLR 2025
- Readers: Everyone
EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing
Haotian Sun, Tao Lei, Bowen Zhang, Yanghao Li, Haoshuo Huang, Ruoming Pang, Bo Dai, Nan Du
- ICLR 2025 Poster
- Readers: Everyone
HYDRA: Model Factorization Framework for Black-Box LLM Personalization
Yuchen Zhuang, Haotian Sun, Yue Yu, Rushi Qiang, Qifan Wang, Chao Zhang, Bo Dai
- NeurIPS 2024 poster
- Readers: Everyone
BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models
Haotian Sun, Yuchen Zhuang, Wei Wei, Chao Zhang, Bo Dai
- ICML 2024 Spotlight
- Readers: Everyone
BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models
Haotian Sun, Yuchen Zhuang, Wei Wei, Chao Zhang, Bo Dai
- ICML 2024
- Readers: Everyone

View all 25 publications

Co-Authors

View all 27 co-authors