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researcher

Ravi Kolla

7 papers hereh-index 212 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author7

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.IR2
  • cs.LG2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

works on
latent state refinement 1recommendation systems 1recursive inference 1sequential recommendation 1user modeling 1

From the 1 of 7 linked papers with an AI index.

activity
20242026
collaborators
Showing cs.IRShow all

2 papers · 1 filter

cs.IR2026

ATLAS: Learning to Recommend Across Unseen Domains

Pervez Shaik, Prosenjit Biswas, Abhinav Thorat +2

Recommender systems remain domain-bound: a model trained on one interaction environment typically requires retraining or target-domain adaptation before it can operate on a new cat…

cs.IR2026

RecRec: Recursive Refinement for Sequential Recommendation

Pervez Shaik, Prosenjit Biswas, Abhinav Thorat +2

The paper introduces RecRec, a lightweight sequential recommendation model that iteratively refines a compact latent user state using a shared recursive module with an evidence-anc…

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