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Dulhan Jayalath
PhD student, Department of Engineering Science, University of Oxford
Joined
February 2023
Names
Dulhan Jayalath
(Preferred)
,
Dulhan Hansaja Jayalath
Emails
****@protonmail.com
(Confirmed)
,
****@cam.ac.uk
(Confirmed)
,
****@cl.cam.ac.uk
(Confirmed)
,
****@eng.ox.ac.uk
(Confirmed)
,
****@robots.ox.ac.uk
(Confirmed)
,
****@google.com
(Confirmed)
,
****@meta.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
PhD student
Department of Engineering Science,
University of Oxford
(ox.ac.uk)
2023
–
Present
Intern
Meta
(meta.com)
2025
–
2025
Intern
Google DeepMind
(google.com)
2024
–
2024
Intern
Speechmatics
(speechmatics.com)
2023
–
2023
MS student
Department of Computer Science and Technology,
University of Cambridge
(cam.ac.uk)
2022
–
2023
Intern
Arm
(arm.com)
2021
–
2023
Undergrad student
School of Electronics and Computer Science,
University of Southampton
(soton.ac.uk)
2019
–
2022
Advisors, Relations & Conflicts
PhD Advisor
Oiwi Parker Jones
2023
–
Present
Coworker
Alan Schelten
2025
–
2025
Coworker
Beliz Gunel
2024
–
2024
MS Advisor
Amanda Prorok
2022
–
2023
BS Advisor
Klaus-Peter Zauner
2021
–
2022
Expertise
rl fine-tuning
,
rlvr
,
verifiable rewards
,
rubrics
2025
–
Present
llm reasoning
,
long context
2024
–
Present
brain-computer interfaces
,
large language models
2023
–
Present
supervised fine-tuning
2023
–
Present
multi-agent reinforcement learning
,
neural algorithmic reasoning
,
graph neural networks
2022
–
2023
Publications
Measuring Progress in Reasoning Toward Mathematical Discovery with Automatic Verification
Erik Y. Wang
,
Sumeet Ramesh Motwani
,
James V Roggeveen
,
Eliot Hodges
,
Dulhan Jayalath
,
Charles London
,
Kalyan Ramakrishnan
,
Cheng Zhang
,
Flaviu Cipcigan
,
Philip Torr
,
Alessandro Abate
ICML 2026 AI4Math Workshop Oral
Readers:
Everyone
The Semantic Bottleneck: Leveraging Semantic Representations for Non-Invasive Speech Decoding
Gilad Landau
,
Dulhan Jayalath
,
Oiwi Parker Jones
SD4H ICML 2026 Poster
Readers:
Everyone
PRISM: Efficient Long-Range Reasoning With Short-Context LLMs
Dulhan Jayalath
,
James Bradley Wendt
,
Nicholas Monath
,
Sandeep Tata
,
Beliz Gunel
EMNLP 2025
Readers:
Everyone
Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision
Dulhan Jayalath
,
Shashwat Goel
,
Thomas Foster
,
Parag Jain
,
Suchin Gururangan
,
Cheng Zhang
,
Anirudh Goyal
,
Alan Schelten
ICLR 2026 Workshop RSI Poster
Readers:
Everyone
MEG-XL: Data-Efficient Brain-to-Text via Long-Context Pre-Training
Dulhan Jayalath
,
Oiwi Parker Jones
ICLR 2026 Workshop FM4Science Poster
Readers:
Everyone
MEG-XL: Data-Efficient Brain-to-Text via Long-Context Pre-Training
Dulhan Jayalath
,
Oiwi Parker Jones
ICLR 2026 Re-Align Workshop
Readers:
Everyone
Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision
Dulhan Jayalath
,
Shashwat Goel
,
Thomas Foster
,
Parag Jain
,
Suchin Gururangan
,
Cheng Zhang
,
Anirudh Goyal
,
Alan Schelten
SPOT
Readers:
Everyone
Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision
Dulhan Jayalath
,
Shashwat Goel
,
Thomas Foster
,
Parag Jain
,
Suchin Gururangan
,
Cheng Zhang
,
Anirudh Goyal
,
Alan Schelten
NeurIPS 2025 ER Workshop Spotlight
Readers:
Everyone
Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision
Dulhan Jayalath
,
Shashwat Goel
,
Thomas Foster
,
Parag Jain
,
Suchin Gururangan
,
Cheng Zhang
,
Anirudh Goyal
,
Alan Schelten
MATH-AI 2025 Poster
Readers:
Everyone
Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision
Dulhan Jayalath
,
Shashwat Goel
,
Thomas Foster
,
Parag Jain
,
Suchin Gururangan
,
Cheng Zhang
,
Anirudh Goyal
,
Alan Schelten
Submitted to ICLR 2026
Readers:
Everyone
View all 20 publications
Co-Authors
Alan Schelten
Alessandro Abate
Alisia Maria Lupidi
Amanda Prorok
Anirudh Goyal
Beliz Gunel
Brendan Shillingford
Charles London
Cheng Zhang
Eliot Hodges
Erik Y. Wang
Flaviu Cipcigan
Francesco Mantegna
Gereon Elvers
Gilad Landau
James Bradley Wendt
James V Roggeveen
Jonas Jürß
Kalyan Ramakrishnan
Manasvi Aggarwal
Mark Woolrich
Miran Özdogan
Nicholas Monath
Oiwi Parker Jones
Parag Jain
View all 35 co-authors