Publications

Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints
- - Yunsheng Tian
  - Ane Zuniga
  - et al.
- 2024
- ICML 2024
A Subquadratic Time Algorithm for Robust Sparse Mean Estimation
- - Ankit Pensia
- 2024
- ICML 2024
Data Engineering for Scaling Language Models to 128K Context
- - Yao Fu
  - Rameswar Panda
  - et al.
- 2024
- ICML 2024
A new computationally efficient algorithm to solve Feature Selection for Functional Data Classification in high-dimensional spaces
- - Tobia Boschi
  - Francesca Bonin
  - et al.
- 2024
- ICML 2024
Gated Linear Attention Transformers with Hardware-Efficient Training
- - Songlin Yang
  - Bailin Wang
  - et al.
- 2024
- ICML 2024
Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers
- - Md Shamim Hussain
  - Mohammed J. Zaki
  - et al.
- 2024
- ICML 2024
Robust Sparse Estimation for Gaussians with Optimal Error under Huber Contamination
- - Ilias Diakonikolas
  - Daniel Kane
  - et al.
- 2024
- ICML 2024
Fast (Trapless) Kernel Probes Everywhere
- - Jinghao Jia
  - Michael Le
  - et al.
- 2024
- USENIX ATC 2024
Power-aware Deep Learning Model Serving with µ-Serve
- - Haoran Qiu
  - Weichao Mao
  - et al.
- 2024
- USENIX ATC 2024
On Coordinating LLMs and Platform Knowledge for Software Modernization and New Developments
- - Hong-linh Truong
  - Maja Vukovic
  - et al.
- 2024
- ICDH 2024