Publications

1677 results for Machine Learning

DataKernelBench: Can LLMs Optimize Database Queries on GPUs?
- - Gokul Kumar
  - Yotam Perlitz
  - et al.
- 2026
- EMNLP 2026
Paper
From Fragments to Drugs: How AI and In Silico Methods Accelerate Fragment-to-Lead Optimization
- - Elnaz Aledavood
  - Jannis Born
  - et al.
- 2026
- European Journal Of Medicinal Chemistry
Paper
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How Much Structure Should Agentic Graph Memory Build for Text Retrieval?
- - Satyananda Kashyap
  - Niharika DSouza
  - et al.
- 2026
- VLDB 2026
Workshop paper
Can a single tabular embedding model service different tasks?
- - Niharika DSouza
  - Liane Vogel
  - et al.
- 2026
- VLDB 2026
Workshop paper
Structured State Management for Agentic Data Pipelines: Bounded Context, Schema Contracts, and Selective Recovery
- - Shubhi Asthana
  - Chad Deluca
  - et al.
- 2026
- VLDB 2026
Workshop paper
Efficient Context Retrieval for Data-Centric Agents over Heterogeneous Sources
- - Robin Oester
  - Andrea Giovannini
- 2026
- VLDB 2026
Workshop
Identify, Locate, Link: End-to-End Key-Value Extraction from Document Images
- - Said Gürbüz
  - Ahmed Nassar
  - et al.
- 2026
- ICDAR 2026
Conference paper
In-Context Reinforcement Learning via Communicative World Models
- - Fernando Martinez
  - Tao Li
  - et al.
- 2026
- IJCAI 2026
Conference paper
SemStruct: Contextualizing Semantic Embeddings with Structural Information for Schema Matching
- - Inwon Kang
  - Kavitha Srinivas
  - et al.
- 2026
- KDD 2026
Conference paper
Complex Real World Application Systems behavioural profiling using a dynamical systems phase space approach and trending techniques
- - Richard Gow
  - Fethi Rabhi
  - et al.
- 2026
- IEEE Access
Paper