Publications

1615 results for Machine Learning

AIM: Attributing, Interpreting, Mitigating Data Unfairness
- - Zhining Liu
  - Ruizhong Qiu
  - et al.
- 2024
- KDD 2024
Conference paper
Mastering Long-Tail Complexity on Graphs: Characterization, Learning, and Generalization
- - Haohui Wang
  - Baoyu Jing
  - et al.
- 2024
- KDD 2024
Conference paper
Fragile Earth: Generative and Foundational Models for Sustainable Development
- - Emre Eftelioglu
  - Bistra Dilkina
  - et al.
- 2024
- KDD 2024
Workshop
Harnessing negative data for enhancing model learning in chemistry
- - Alessandra Toniato
  - Mara Graziani
  - et al.
- 2024
- ACS Fall 2024
Invited talk
Multimodal Molecular Representation Learning for Small Molecule Drug Discovery - Pretraining and Early Fusion Architectures
- - Partha Suryanarayanan
  - Shreyans Sethi
  - et al.
- 2024
- ACS Fall 2024
Talk
PFACTS: Faster solutions for forever chemicals
- - Brandi Ransom
  - Dan Sanders
  - et al.
- 2024
- ACS Fall 2024
Talk
Lifecycle materials design tool
- - Brandi Ransom
  - Benjamin Wunsch
  - et al.
- 2024
- ACS Fall 2024
Talk
AI-Assisted Raman Spectral Peak Label Assignment
- - Ademir Ferreira Da Silva
  - Matheus Esteves Ferreira
  - et al.
- 2024
- ACS Fall 2024
Talk
Atomistic simulations and machine learning approaches to investigate bromoform interactions with cell membranes: Implications for seaweed-based methane emission reduction
- - Jie Shi
  - Kevin Cheng
  - et al.
- 2024
- ACS Fall 2024
Talk
Effect of dataset partitioning strategies for evaluating out-of-distribution generalisation for predictive models in biochemistry
- - Raúl Fernández Díaz
  - Lam Thanh Hoang
  - et al.
- 2024
- ACS Fall 2024
Poster