Shikhar Tuli

5 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

NAACL (3) ICLR (1) IJCNLP (1)

Top co-authors

Chi-Heng Lin (5) Yen-Chang Hsu (5) Hongxia Jin (5) Yilin Shen (4) James Seale Smith (3) Shangqian Gao (2) Abhishek Patel (2) Haris Jeelani (2) Vasili Ramanishka (1) James Smith (1)

Research topics

Machine Learning (5) Application Areas (4) Optimization & Theory · Machine Learning (4) Artificial Intelligence (3) Core AI (3) Deep Learning (2) Natural Language Processing (2) Generation (2) Architectures (1) Optimization & Theory · Deep Learning (1)

Keywords

large language model (3) language model (2) model compression (2) language modeling (1) model architecture (1) neural network optimization (1) model pruning (1) singular value decomposition (1) posterior estimation (1) nystrom method (1) weight sharing (1) state space model (1) low-rank adaptation (1) mixture of expert (1) inference optimization (1) inference acceleration (1) speculative decoding (1) multi-head attention (1) multi-token prediction (1) non-autoregressive generation (1)

Papers

FlexiGPT: Pruning and Extending Large Language Models with Low-Rank Weight Sharing NAACL 2025 MoDeGPT: Modular Decomposition for Large Language Model Compression ICLR 2025 MossNet: Mixture of State-Space Experts is a Multi-Head Attention IJCNLP 2025 DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token Sampling NAACL 2024 SLiM: Speculative Decoding with Hypothesis Reduction NAACL 2024