Publications

1671 results for Machine Learning

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
Learn more about our Machine Learning work
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
HRL-Topo: Hierarchical Reinforcement Learning with Large Language Models for Analog Circuit Topology Synthesis
- - Prashanth Vijayaraghavan
  - Luyao Shi
  - et al.
- 2026
- DAC 2026
Conference paper
O-RRP: Optical Proximity Correction Runtime and Resource Prediction using Machine Learning
- - Neha Sharma
  - Wyatt Clarke
  - et al.
- 2026
- DAC 2026
Poster
AI-assisted fragment-based drug discovery of SARS-CoV-2 macrodomain binders validated by NMR and X-ray crystallography
- - Elnaz Aledavood
  - Sandra Ramos
  - et al.
- 2026
- Communications Chemistry
Paper
Locally Coherent Parallel Decoding in Diffusion Language Models
- - Michael Hersche
  - Nicolas Menet
  - et al.
- 2026
- ICML 2026
Conference paper
SPARC: Separating Perception And Reasoning Circuits for Test-time Scaling of VLMs
- - Niccolo Avogaro
  - Nayanika Debnath
  - et al.
- 2026
- ICML 2026
Conference paper