Rami Al-Rfou - RankMe

52 papers A* 10A 2B 1Journal 34Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Scaling Laws of Motion Forecasting and Planning - A Technical Report. CoRR Mustafa Baniodeh, Kratarth Goel, Scott Ettinger, Carlos Fuertes, Ari Seff, Tim Shen, Cole Gulino, Chenjie Yang, Ghassen Jerfel, Dokook Choe, Rui Wang, Vinutha Kallem, Sergio Casas, Rami Al-Rfou, Benjamin Sapp, Dragomir Anguelov
2024	J	`jnl`	Let Your Graph Do the Talking: Encoding Structured Data for LLMs. CoRR Bryan Perozzi, Bahare Fatemi, Dustin Zelle, Anton Tsitsulin, Seyed Mehran Kazemi, Rami Al-Rfou, Jonathan Halcrow
2024	A*	`conf`	MoST: Multi-modality Scene Tokenization for Motion Prediction. CVPR Norman Mu, Jingwei Ji, Zhenpei Yang, Nate Harada, Haotian Tang, Kan Chen, Charles R. Qi, Runzhou Ge, Kratarth Goel, Zoey Yang, Scott Ettinger, Rami Al-Rfou, Dragomir Anguelov, Yin Zhou
2024	J	`jnl`	MoST: Multi-modality Scene Tokenization for Motion Prediction. CoRR Norman Mu, Jingwei Ji, Zhenpei Yang, Nate Harada, Haotian Tang, Kan Chen, Charles R. Qi, Runzhou Ge, Kratarth Goel, Zoey Yang, Scott Ettinger, Rami Al-Rfou, Dragomir Anguelov, Yin Zhou
2024	A*	`conf`	Scaling Motion Forecasting Models with Ensemble Distillation. ICRA Scott Ettinger, Kratarth Goel, Avikalp Srivastava, Rami Al-Rfou
2024	J	`jnl`	Scaling Motion Forecasting Models with Ensemble Distillation. CoRR Scott Ettinger, Kratarth Goel, Avikalp Srivastava, Rami Al-Rfou
2023	J	`jnl`	Fine-Tashkeel: Finetuning Byte-Level Models for Accurate Arabic Text Diacritization. CoRR Bashar Al-Rfooh, Gheith A. Abandah, Rami Al-Rfou
2023	A*	`conf`	MotionLM: Multi-Agent Motion Forecasting as Language Modeling. ICCV Ari Seff, Brian Cera, Dian Chen, Mason Ng, Aurick Zhou, Nigamaa Nayakanti, Khaled S. Refaat, Rami Al-Rfou, Benjamin Sapp
2023	J	`jnl`	MotionLM: Multi-Agent Motion Forecasting as Language Modeling. CoRR Ari Seff, Brian Cera, Dian Chen, Mason Ng, Aurick Zhou, Nigamaa Nayakanti, Khaled S. Refaat, Rami Al-Rfou, Benjamin Sapp
2023	A*	`conf`	Wayformer: Motion Forecasting via Simple & Efficient Attention Networks. ICRA Nigamaa Nayakanti, Rami Al-Rfou, Aurick Zhou, Kratarth Goel, Khaled S. Refaat, Benjamin Sapp
2022	J	`jnl`	ByT5: Towards a Token-Free Future with Pre-trained Byte-to-Byte Models. Trans. Assoc. Comput. Linguistics Linting Xue, Aditya Barua, Noah Constant, Rami Al-Rfou, Sharan Narang, Mihir Kale, Adam Roberts, Colin Raffel
2022	J	`jnl`	Narrowing the Coordinate-frame Gap in Behavior Prediction Models: Distillation for Efficient and Accurate Scene-centric Motion Forecasting. CoRR DiJia Su, Bertrand Douillard, Rami Al-Rfou, Cheolho Park, Benjamin Sapp
2022	A*	`conf`	Narrowing the coordinate-frame gap in behavior prediction models: Distillation for efficient and accurate scene-centric motion forecasting. ICRA DiJia Andy Su, Bertrand Douillard, Rami Al-Rfou, Cheol Park, Benjamin Sapp
2022	J	`jnl`	VN-Transformer: Rotation-Equivariant Attention for Vector Neurons. CoRR Serge Assaad, Carlton Downey, Rami Al-Rfou, Nigamaa Nayakanti, Ben Sapp
2022	J	`jnl`	Wayformer: Motion Forecasting via Simple & Efficient Attention Networks. CoRR Nigamaa Nayakanti, Rami Al-Rfou, Aurick Zhou, Kratarth Goel, Khaled S. Refaat, Benjamin Sapp
2021	J	`jnl`	ByT5: Towards a token-free future with pre-trained byte-to-byte models. CoRR Linting Xue, Aditya Barua, Noah Constant, Rami Al-Rfou, Sharan Narang, Mihir Kale, Adam Roberts, Colin Raffel
2021	—	`conf`	Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training. NAACL-HLT Oshin Agarwal, Heming Ge, Siamak Shakeri, Rami Al-Rfou
2021	J	`jnl`	SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer. CoRR Tu Vu, Brian Lester, Noah Constant, Rami Al-Rfou, Daniel Cer
2021	—	`conf`	The Power of Scale for Parameter-Efficient Prompt Tuning. EMNLP (1) Brian Lester, Rami Al-Rfou, Noah Constant
2021	J	`jnl`	The Power of Scale for Parameter-Efficient Prompt Tuning. CoRR Brian Lester, Rami Al-Rfou, Noah Constant
2021	—	`conf`	mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer. NAACL-HLT Linting Xue, Noah Constant, Adam Roberts, Mihir Kale, Rami Al-Rfou, Aditya Siddhant, Aditya Barua, Colin Raffel
2021	—	`conf`	nmT5 - Is parallel data still relevant for pre-training massively multilingual language models? ACL/IJCNLP (2) Mihir Kale, Aditya Siddhant, Rami Al-Rfou, Linting Xue, Noah Constant, Melvin Johnson
2021	J	`jnl`	nmT5 - Is parallel data still relevant for pre-training massively multilingual language models? CoRR Mihir Kale, Aditya Siddhant, Noah Constant, Melvin Johnson, Rami Al-Rfou, Linting Xue
2020	—	`conf`	LAReQA: Language-Agnostic Answer Retrieval from a Multilingual Pool. EMNLP (1) Uma Roy, Noah Constant, Rami Al-Rfou, Aditya Barua, Aaron Phillips, Yinfei Yang
2020	J	`jnl`	LAReQA: Language-agnostic answer retrieval from a multilingual pool. CoRR Uma Roy, Noah Constant, Rami Al-Rfou, Aditya Barua, Aaron Phillips, Yinfei Yang
2020	J	`jnl`	Large Scale Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training. CoRR Oshin Agarwal, Heming Ge, Siamak Shakeri, Rami Al-Rfou
2020	B	`conf`	Wiki-40B: Multilingual Language Model Dataset. LREC Mandy Guo, Zihang Dai, Denny Vrandecic, Rami Al-Rfou
2020	J	`jnl`	mT5: A massively multilingual pre-trained text-to-text transformer. CoRR Linting Xue, Noah Constant, Adam Roberts, Mihir Kale, Rami Al-Rfou, Aditya Siddhant, Aditya Barua, Colin Raffel
2019	J	`jnl`	Bridging the Gap for Tokenizer-Free Language Models. CoRR Dokook Choe, Rami Al-Rfou, Mandy Guo, Heeyoung Lee, Noah Constant
2019	A*	`conf`	Character-Level Language Modeling with Deeper Self-Attention. AAAI Rami Al-Rfou, Dokook Choe, Noah Constant, Mandy Guo, Llion Jones
2019	A*	`conf`	DDGK: Learning Graph Representations for Deep Divergence Graph Kernels. WWW Rami Al-Rfou, Bryan Perozzi, Dustin Zelle
2019	J	`jnl`	DDGK: Learning Graph Representations for Deep Divergence Graph Kernels. CoRR Rami Al-Rfou, Dustin Zelle, Bryan Perozzi
2018	J	`jnl`	A Tutorial on Network Embeddings. CoRR Haochen Chen, Bryan Perozzi, Rami Al-Rfou, Steven Skiena
2018	J	`jnl`	Character-Level Language Modeling with Deeper Self-Attention. CoRR Rami Al-Rfou, Dokook Choe, Noah Constant, Mandy Guo, Llion Jones
2018	A*	`conf`	Watch Your Step: Learning Node Embeddings via Graph Attention. NeurIPS Sami Abu-El-Haija, Bryan Perozzi, Rami Al-Rfou, Alexander A. Alemi
2017	J	`jnl`	Creating Virtual Universes Using Generative Adversarial Networks. CoRR Mustafa Mustafa, Deborah Bard, Wahid Bhimji, Rami Al-Rfou, Zarija Lukic
2017	J	`jnl`	Efficient Natural Language Response Suggestion for Smart Reply. CoRR Matthew L. Henderson, Rami Al-Rfou, Brian Strope, Yun-Hsuan Sung, László Lukács, Ruiqi Guo, Sanjiv Kumar, Balint Miklos, Ray Kurzweil
2017	A	`conf`	Learning Edge Representations via Low-Rank Asymmetric Projections. CIKM Sami Abu-El-Haija, Bryan Perozzi, Rami Al-Rfou
2017	J	`jnl`	Learning Edge Representations via Low-Rank Asymmetric Projections. CoRR Sami Abu-El-Haija, Bryan Perozzi, Rami Al-Rfou
2017	J	`jnl`	Watch Your Step: Learning Graph Embeddings Through Attention. CoRR Sami Abu-El-Haija, Bryan Perozzi, Rami Al-Rfou, Alex Alemi
2016	J	`jnl`	A Growing Long-term Episodic & Semantic Memory. CoRR Marc Pickett, Rami Al-Rfou, Louis Shao, Chris Tar
2016	J	`jnl`	Conversational Contextual Cues: The Case of Personalization and History for Response Ranking. CoRR Rami Al-Rfou, Marc Pickett, Javier Snaider, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2016	J	`jnl`	Theano: A Python framework for fast computation of mathematical expressions. CoRR Rami Al-Rfou, Guillaume Alain, Amjad Almahairi, Christof Angermüller, Dzmitry Bahdanau, Nicolas Ballas, Frédéric Bastien, Justin Bayer, Anatoly Belikov, Alexander Belopolsky, Yoshua Bengio, Arnaud Bergeron, James Bergstra, Valentin Bisson, Josh Bleecher Snyder, Nicolas Bouchard, Nicolas Boulanger-Lewandowski, Xavier Bouthillier, Alexandre de Brébisson, Olivier Breuleux, Pierre Luc Carrier, Kyunghyun Cho, Jan Chorowski, Paul F. Christiano, Tim Cooijmans, Marc-Alexandre Côté, Myriam Côté, Aaron C. Courville, Yann N. Dauphin, Olivier Delalleau, Julien Demouth, Guillaume Desjardins, Sander Dieleman, Laurent Dinh, Melanie Ducoffe, Vincent Dumoulin, Samira Ebrahimi Kahou, Dumitru Erhan, Ziye Fan, Orhan Firat, Mathieu Germain, Xavier Glorot, Ian J. Goodfellow, Matthew Graham, Çaglar Gülçehre, Philippe Hamel, Iban Harlouchet, Jean-Philippe Heng, Balázs Hidasi, Sina Honari, Arjun Jain, Sébastien Jean, Kai Jia, Mikhail Korobov, Vivek Kulkarni, Alex Lamb, Pascal Lamblin, Eric Larsen, César Laurent, Sean Lee, Simon Lefrançois, Simon Lemieux, Nicholas Léonard, Zhouhan Lin, Jesse A. Livezey, Cory Lorenz, Jeremiah Lowin, Qianli Ma, Pierre-Antoine Manzagol, Olivier Mastropietro, Robert McGibbon, Roland Memisevic, Bart van Merriënboer, Vincent Michalski, Mehdi Mirza, Alberto Orlandi, Christopher Joseph Pal, Razvan Pascanu, Mohammad Pezeshki, Colin Raffel, Daniel Renshaw, Matthew Rocklin, Adriana Romero, Markus Roth, Peter Sadowski, John Salvatier, François Savard, Jan Schlüter, John Schulman, Gabriel Schwartz, Iulian Vlad Serban, Dmitriy Serdyuk, Samira Shabanian, Étienne Simon, Sigurd Spieckermann, S. Ramana Subramanyam, Jakub Sygnowski, Jérémie Tanguay, Gijs van Tulder, Joseph P. Turian, Sebastian Urban, Pascal Vincent, Francesco Visin, Harm de Vries, David Warde-Farley, Dustin J. Webb, Matthew Willson, Kelvin Xu, Lijun Xue, Li Yao, Saizheng Zhang, Ying Zhang
2016	J	`jnl`	Visualizing Linguistic Shift. CoRR Salman Mahmood, Rami Al-Rfou, Klaus Mueller
2015	A	`conf`	POLYGLOT-NER: Massive Multilingual Named Entity Recognition. SDM Rami Al-Rfou, Vivek Kulkarni, Bryan Perozzi, Steven Skiena
2015	A*	`conf`	Statistically Significant Detection of Linguistic Change. WWW Vivek Kulkarni, Rami Al-Rfou, Bryan Perozzi, Steven Skiena
2014	J	`jnl`	DeepWalk: Online Learning of Social Representations. CoRR Bryan Perozzi, Rami Al-Rfou, Steven Skiena
2014	A*	`conf`	DeepWalk: online learning of social representations. KDD Bryan Perozzi, Rami Al-Rfou, Steven Skiena
2014	J	`jnl`	Inducing Language Networks from Continuous Space Word Representations. CoRR Bryan Perozzi, Rami Al-Rfou, Vivek Kulkarni, Steven Skiena
2014	J	`jnl`	POLYGLOT-NER: Massive Multilingual Named Entity Recognition. CoRR Rami Al-Rfou, Vivek Kulkarni, Bryan Perozzi, Steven Skiena
2014	J	`jnl`	Statistically Significant Detection of Linguistic Change. CoRR Vivek Kulkarni, Rami Al-Rfou, Bryan Perozzi, Steven Skiena
2013	J	`jnl`	Polyglot: Distributed Word Representations for Multilingual NLP. CoRR Rami Al-Rfou, Bryan Perozzi, Steven Skiena