Razvan-Gabriel Dumitru

14 papers A* 1B 1Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models.
EMNLP (Findings)
Razvan-Gabriel Dumitru, Darius Peteleaza, Vikas Yadav, Liangming Pan
2025 J jnl
ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models.
CoRR
Razvan-Gabriel Dumitru, Darius Peteleaza, Vikas Yadav, Liangming Pan
2025 J jnl
CopySpec: Accelerating LLMs with Speculative Copy-and-Paste Without Compromising Quality.
CoRR
Razvan-Gabriel Dumitru, Minglai Yang, Vikas Yadav, Mihai Surdeanu
2025 A* conf
CopySpec: Accelerating LLMs with Speculative Copy-and-Paste.
EMNLP
Razvan-Gabriel Dumitru, Minglai Yang, Vikas Yadav, Mihai Surdeanu
2025 — conf
Variable Layerwise Quantization: A Simple and Effective Approach to Quantize LLMs.
ACL (Findings)
Razvan-Gabriel Dumitru, Vikas Yadav, Rishabh Maheshwary, Paul-Ioan Clotan, Sathwik Tejaswi Madhusudhan, Mihai Surdeanu
2024 — conf
Change Is the Only Constant: Dynamic LLM Slicing based on Layer Redundancy.
EMNLP (Findings)
Razvan-Gabriel Dumitru, Paul-Ioan Clotan, Vikas Yadav, Darius Peteleaza, Mihai Surdeanu
2024 J jnl
Change Is the Only Constant: Dynamic LLM Slicing based on Layer Redundancy.
CoRR
Razvan-Gabriel Dumitru, Paul-Ioan Clotan, Vikas Yadav, Darius Peteleaza, Mihai Surdeanu
2024 J jnl
ELLEN: Extremely Lightly Supervised Learning For Efficient Named Entity Recognition.
CoRR
Haris Riaz, Razvan-Gabriel Dumitru, Mihai Surdeanu
2024 — conf
ELLEN: Extremely Lightly Supervised Learning for Efficient Named Entity Recognition.
LREC/COLING
Haris Riaz, Razvan-Gabriel Dumitru, Mihai Surdeanu
2024 J jnl
Enhancing Transformer RNNs with Multiple Temporal Perspectives.
CoRR
Razvan-Gabriel Dumitru, Darius Peteleaza, Mihai Surdeanu
2024 J jnl
Layer-Wise Quantization: A Pragmatic and Effective Method for Quantizing LLMs Beyond Integer Bit-Levels.
CoRR
Razvan-Gabriel Dumitru, Vikas Yadav, Rishabh Maheshwary, Paul-Ioan Clotan, Sathwik Tejaswi Madhusudhan, Mihai Surdeanu
2023 B conf
3D Object Recognition using Enhanced Slicing.
ICCP
Razvan-Gabriel Dumitru, Dorian Gorgan
2023 J jnl
Using DUCK-Net for Polyp Image Segmentation.
CoRR
Razvan-Gabriel Dumitru, Darius Peteleaza, Catalin Craciun
2022 — conf
3D Object Recognition Method Using CNNs and Slicing.
AQTR
Razvan-Gabriel Dumitru, Sebastian-Antonio Toma, Dorian Gorgan