Publications

1464 results for Machine Learning

An Online, Probabilistic Distributed Tracing System
- - Mert Toslali
  - Syed Qasim
  - et al.
- 2024
- IC2E 2024
MDLab: AI frameworks for Carbon Capture and Battery Materials
- - Bruce Elmegreen
  - Hendrik Hamann
  - et al.
- 2025
- Frontiers in Environmental Science
Learn more about our Machine Learning work
Understanding and Tackling Over-Dilution in Graph Neural Networks
- - Junhyun Lee
  - Veronika Thost
  - et al.
- 2025
- KDD 2025
Learnable Channel Converter for Multi-Spectral Image to RGB Visualization using a Vision-Text Model
- - Haoxiang Qiu
  - Tomoya Sakai
  - et al.
- 2025
- IGARSS 2025
NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning
- - Zheyuan Zhang
  - Yiyang Li
  - et al.
- 2025
- ACL 2025
EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts
- - SUBHAJIT CHAUDHURY
  - Payel Das
  - et al.
- 2025
- ACL 2025
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark
- - Navve Wasserman
  - Roi Pony
  - et al.
- 2025
- ACL 2025
Combining Domain and Alignment Vectors Provides Better Knowledge-Safety Trade-offs in LLMs
- - Megh Thakkar
  - Quentin Fournier
  - et al.
- 2025
- ACL 2025
A Hitchhiker's Guide to Scaling Law Estimation
- - Leshem Choshen
  - Yang Zhang
  - et al.
- 2025
- ICML 2025
Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-Tuning
- - Changsheng Wang
  - Yihua Zhang
  - et al.
- 2025
- ICML 2025