Rajarshi Roy
8 papers · 2020–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (5)
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Cross-Pollinator
(11)
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Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(20)
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Grand Slam
Conferences
AAAI (2)
IJCAI (2)
ACL (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
kernel methods
(2)
linear temporal logic
(2)
direct preference optimization
(2)
dense retrieval
(1)
model interpretability
(1)
instruction tuning
(1)
formal verification
(1)
kullback-leibler divergence
(1)
constraint satisfaction
(1)
markov chain
(1)
language model
(1)
text-to-image model
(1)
interpretable model
(1)
temporal logic
(1)
retrieval-augmented generation
(1)
sat solver
(1)
divergence measure
(1)
positive negative example
(1)
formula learning
(1)
deterministic finite automaton
(1)
Papers
DETONATE β A Benchmark for Text-to-Image Alignment and Kernelized Direct Preference Optimization
AAAI 2026
DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization
ACL 2025
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models
ICLR 2025
Nemotron-CORTEXA: Enhancing LLM Agents for Software Engineering Tasks via Improved Localization and Solution Diversity
ICML 2025
Learning Probabilistic Temporal Logic Specifications for Stochastic Systems
IJCAI 2025
ChatQA: Surpassing GPT-4 on Conversational QA and RAG
NIPS 2024
Learning Interpretable Temporal Properties from Positive Examples Only
AAAI 2023
Learning Interpretable Models in the Property Specification Language
IJCAI 2020