🧑‍🔬 Murali Annavaram

🏛️ Affiliations

🎓University of Southern CaliforniaLos Angeles · United States2007–2026 · 199 papersEmployment since 2007 · Professor, ECEcurrent🎓California Southern UniversityChandler · United States2026 · 1 papercurrent🎓Southern States UniversitySan Diego · United States2026 · 1 papercurrent🏢IntelSanta Clara · United States2002–2007 · 10 papers🎓University of MichiganAnn Arbor · United States2001–2002 · 5 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. On Using Arabic Language Dialects in Recommendation Systems (2025 · 4 citations)
   This short paper asks whether the dialect a person writes in can help a recommender predict what they will engage with.
2. Mind the Dialect: NLP Advancements Uncover Fairness Disparities for Arabic Users in Recommendation Systems (2025 · 2 citations)
   The paper asks whether recommendation systems serve Arabic speakers equally, given how strongly regional dialects differ.
3. DELTA: Dynamic Layer-Aware Token Attention for Efficient Long-Context Reasoning (2026 · 1 citation)
   Large reasoning models spend most of their inference time decoding, because every generated token must read the entire, ever-growing KV cache from GPU memory.
4. EQUIP: EQUivariant preserving In-Place updates for Efficient Token Pruning (2026)
   KV-cache token pruning methods such as StreamingLLM and Heavy Hitters (H2O) keep the cache small, but each eviction leaves gaps.

All works

5 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them.

1. SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetChaoyang He et al.2022 · 61 citations
2. On Using Arabic Language Dialects in Recommendation SystemsFindings of the Association for Computational LinguisticsAbdulla Alshabanah, Murali Annavaram2025 · 4 citations
3. Mind the Dialect: NLP Advancements Uncover Fairness Disparities for Arabic Users in Recommendation SystemsFindings of the Association for Computational LinguisticsAbdulla Alshabanah, Murali Annavaram2025 · 2 citations
4. DELTA: Dynamic Layer-Aware Token Attention for Efficient Long-Context ReasoningFindings of the Association for Computational LinguisticsHossein Entezari Zarch, Lei Gao, Chaoyi Jiang, et al.2026 · 1 citation
5. EQUIP: EQUivariant preserving In-Place updates for Efficient Token PruningAnnual Meeting of the Association for Computational Linguistics (ACL)Arun Ramachandran, R Govindarajan, Murali Annavaram, et al.2026

🤝 Co-authors here

1 co-author with a page, the most papers together first.

• Abdulla Alshabanah ×2

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Findings of the Association for Computational Linguistics ×3: Findings of the Association for Computational Linguistics 2026, Findings of the Association for Computational Linguistics 2025 ×2
• Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
• Proceedings of the AAAI Conference on Artificial Intelligence

🔗 Cited by

Papers of our library cite their works 4 times (of the 149,439 papers whose bibliographies we read); 2 citing papers with a page here →.

Updated 1 November 2026

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