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Theodore L. Willke
Head of Vector Search, watsonx, International Business Machines
Joined
July 2019
Names
Theodore L. Willke
(Preferred)
,
Ted Willke
Emails
****@intel.com
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@datastax.com
(Confirmed)
,
****@ibm.com
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Head of Vector Search
watsonx,
International Business Machines
(ibm.com)
2025
–
Present
Head of Vector Search
Engineering,
DataStax
(datastax.com)
2024
–
2025
Senior Principal Engineer
Intel Labs,
Intel Corporation
(intel.com)
1998
–
2024
PhD student
Electrical Engineering,
Columbia University
(columbia.edu)
2001
–
2010
Advisors, Relations & Conflicts
PhD Advisor
Nicholas F. Maxemchuk
2000
–
2010
Expertise
vector search
2020
–
Present
deep learning
2013
–
Present
graph learning
2011
–
Present
parallel and distributed computing
2010
–
Present
Publications
Individualized non-uniform quantization for vector search
Mariano Tepper
,
Ted Willke
CoRR 2025
Readers:
Everyone
The kernel of graph indices for vector search
Mariano Tepper
,
Ted Willke
CoRR 2025
Readers:
Everyone
PCEBench: A Multi-Dimensional Benchmark for Evaluating Large Language Models in Parallel Code Generation
Le Chen
,
Nesreen K. Ahmed
,
Mihai Capota
,
Ted Willke
,
Niranjan Hasabnis
,
Ali Jannesari
IPDPS 2025
Readers:
Everyone
AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs
Quazi Ishtiaque Mahmud
,
Ali TehraniJamsaz
,
Hung D. Phan
,
Le Chen
,
Mihai Capota
,
Theodore L. Willke
,
Nesreen K. Ahmed
,
Ali Jannesari
NAACL (Long Papers) 2025
Readers:
Everyone
ConTraPh: Contrastive Learning for Parallelization and Performance Optimization
Quazi Ishtiaque Mahmud
,
Ali TehraniJamsaz
,
Nesreen K. Ahmed
,
Theodore L. Willke
,
Ali Jannesari
ICS 2025
Readers:
Everyone
Neural-Symbolic Methods for Knowledge Graph Reasoning: A Survey
Kewei Cheng
,
Nesreen K. Ahmed
,
Ryan A. Rossi
,
Theodore L. Willke
,
Yizhou Sun
ACM Trans. Knowl. Discov. Data 2024
Readers:
Everyone
A Structure-Aware Framework for Learning Device Placements on Computation Graphs
Shukai Duan
,
Heng Ping
,
Nikos Kanakaris
,
Xiongye Xiao
,
Panagiotis Kyriakis
,
Nesreen K. Ahmed
,
Peiyu Zhang
,
Guixiang Ma
,
Mihai Capotă
,
Shahin Nazarian
,
Theodore L. Willke
,
Paul Bogdan
NeurIPS 2024 poster
Readers:
Everyone
Memory-Augmented Graph Neural Networks: A Brain-Inspired Review
Guixiang Ma
,
Vy A. Vo
,
Theodore L. Willke
,
Nesreen K. Ahmed
IEEE Trans. Artif. Intell. 2024
Readers:
Everyone
LeanVec: Searching vectors faster by making them fit
Mariano Tepper
,
Ishwar Singh Bhati
,
Cecilia Aguerrebere
,
Mark Hildebrand
,
Theodore L. Willke
Accepted by TMLR
Readers:
Everyone
MonoCoder: Domain-Specific Code Language Model for HPC Codes and Tasks
Tal Kadosh
,
Niranjan Hasabnis
,
Vy A. Vo
,
Nadav Schneider
,
Neva Krien
,
Mihai Capota
,
Abdul Wasay
,
Guy Tamir
,
Ted Willke
,
Nesreen K. Ahmed
,
Yuval Pinter
,
Timothy G. Mattson
,
Gal Oren
HPEC 2024
Readers:
Everyone
View all 93 publications
Co-Authors
Aaron Zweig
Abdul Wasay
Adam Charles
Aishwarya Sarkar
Akash Dutta
Alexander G. Huth
Alexander Heinecke
Alexander Huth
Alexandria Leto
Alexandru Iosup
Ali Jannesari
Ali TehraniJamsaz
Ameer Haj-Ali
Ana Lucia Varbanescu
Anirvan M. Sengupta
Antonio Ortega
Apoorv Vyas
Arijit Bhattacharjee
Bharat Kaul
Biswadip Dey
Branden Butler
Bryn Keller
Cameron T. Ellis
Cecilia Aguerrebere
Chenyu Zhou
View all 145 co-authors