Juanxi Tian /田隽熙 (田世憬)

Welcome to My Homepage

Final-year AI undergrad at HKBU | Exploring (M)LLM, Optimization, and Visual Generation

About

My research focuses on (M)LLM and optimization, particularly in understanding the complex phenomena of deep learning systems. I aim to develop more robust and general techniques through empirical analysis and optimization. I enjoy exploring various scenarios to conduct interesting analyses and improvements, even if it involves a lot of trial and error. This process has taught me a great deal. I plan to share meaningful insights and findings through a blog in the future. Stay tuned for updates!

I am also open to interesting research opportunities. If you are interested in collaborating with me, please feel free to contact me:


News

New Dataset & Method (about 4D)

WideRange4D released. Visit HF and Arxiv for more!

CVPR 2025

Co-authored paper "MergeVQ" accepted at CVPR 2025. Congrats to all!

Happy New Year!

Jan 1, 2025: Happy New Year! Thanks to all collaborators and friends.

ICLR 2025 Reviewer

Aug 23, 2024: Invited to serve as a Reviewer for ICLR 2025 in Singapore.


Selected Papers


Services

Reviewer & Program Committee

  • Conference: International Joint Conference on Artificial Intelligence (IJCAI), Main and Survey Track.
  • Conference: IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
  • Conference: International Conference on Computer Vision (ICCV).
  • Conference: ACL Rolling Review (ARR).
  • Conference: International Conference on Learning Representations (ICLR).
  • Conference: Association for the Advancement of Artificial Intelligence (AAAI).
  • Academic Journal: IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS)
  • Academic Journal: IEEE’s Transactions on Knowledge and Data Engineering (IEEE TKDE)
  • Academic Journal: ACM TIST
  • Academic Journal: Neural Networks

Membership

  • 2024 - Student Member of IEEE
  • 2024 - Student Member of China Computer Federation (CCF)
  • 2023 - Student Member of Chinese Association for Artificial Intelligence (CAAI)

Organization

BOCB Logo

Black-Box Optimization & Coupling Bias (BOCB)

Our team is committed to advancing the analysis and optimization of complex deep learning techniques.

GenX Logo

GenX / Gen-Verse

Revolutionize LLM and Diffusion Model Algorithms/Frameworks with Princeton University & Peking University.


Cooperation

Chinese Academy of Sciences Westlake University Peking University CUHK UNC UIUC

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