computer engineering, oxford
research, uwash rse lab
robotics, menlo research
national science scholar, a*star
#ml
#ai
#llms
#retrieval
#rl
#robotics
#cv
#interpretability
publications (*=equal contribution)
ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems
NAACL SRW 2025, SoCal NLP Symposium 2024
IS Singh
·
R Aggarwal
·
I Allahverdiyev
·
M Taha
·
A Akalin
·
K Zhu
·
S O'Brien
What Do Refusal Tokens Learn? Fine-Grained Representations and Evidence for Downstream Steering
NeurIPS Mechanistic Interpretability 2025
R Alagharu*
·
IS Singh*
·
A Batta
·
JS Liang
·
S Shamsudeen
·
A Sheth
·
K Zhu
Rewrite-to-Rank: Optimizing Ad Visibility via Retrieval-Aware Text Rewriting
ICML MoFA 2025, ICML VecDB 2025
C Ho*
·
IS Singh*
·
D Sharma
·
TR Anumandla
·
M Lu
·
V Sharma
·
K Zhu
Vision-based dirt distribution mapping using deep learning
Scientific Reports 2023
IS Singh
·
ID Wijegunawardana
·
SMBP Samarakoon
·
MAVJ Muthugala
A Novel Feature Vector for AI-Assisted Windows Malware Detection
IEEE DASC 2023
LQ Yau
·
YT Lam
·
A Lokesh
·
P Gupta
·
J Lim
·
IS Singh
·
JY Loo
·
MV Ngo