Evaluating the Evolving LLM Lifecycle: Benchmarks, Emergent Abilities, and Scaling

Juan Miguel Navarro Carranza

Jingzhe Shi

abdallah benzine ⋅ Soumyadipta Sengupta ⋅ J.S. Buiting ⋅ Imane Khaouja ⋅ Yahia Salaheldin Shaaban ⋅ Amine KHAIR

Arya Labroo ⋅ Ivaxi Sheth ⋅ Vyas Raina ⋅ Amaani Ahmed ⋅ Mario Fritz

Sankalp Tattwadarshi Swain ⋅ Anshika Krishnatray ⋅ Dhruv Kumar ⋅ Jagat Challa

Shengyu Zhu ⋅ Tamika Bassman ⋅ Dat Tran ⋅ Aryaman Arora

Kalyan Cherukuri ⋅ Aarav Lala

Neil Majithia ⋅ Rajat Shinde ⋅ Manil Maskey ⋅ Elena Simperl

Jiayi Yuan ⋅ Yicheng Wang ⋅ Yu-Neng Chuang ⋅ Zhuoer Wang ⋅ Mark Cusick ⋅ Param Kulkarni ⋅ Zhengping Ji ⋅ Xia Hu

Jie-Jing Shao ⋅ Bowen Zhang ⋅ Xiao-Wen Yang ⋅ Baizhi Chen ⋅ Siyu Han ⋅ Wen-Da Wei ⋅ Guohao Cai ⋅ Zhenhua Dong ⋅ Lan-Zhe Guo ⋅ Yu-Feng Li

Christopher Driggers-Ellis ⋅ Gabriel Ayoubi ⋅ Christan Grant

Anil B Murthy ⋅ Jaron Mink ⋅ Lindsay Sanneman

Kerry Luo ⋅ Joshua Peguero ⋅ Anvay Patil ⋅ Megan Van Overborg ⋅ Ryan Sarmiento ⋅ Kevin Zhu

Mufei Li ⋅ Dongqi Fu ⋅ Limei Wang ⋅ Si Zhang ⋅ Hanqing Zeng ⋅ Kaan Sancak ⋅ Ruizhong Qiu ⋅ Haoyu Wang ⋅ Xiaoxin He ⋅ Xavier Bresson ⋅ Yinglong Xia ⋅ Chonglin Sun ⋅ Pan Li

Jiahao Qiu ⋅ Jingzhe Shi ⋅ Xinzhe Juan ⋅ Zelin Zhao ⋅ Jiayi Geng ⋅ Shilong Liu ⋅ Hongru WANG ⋅ Sanfeng Wu ⋅ Mengdi Wang

Mahmoud Srewa ⋅ Tianyu Zhao ⋅ Salma Elmalaki

Jan Batzner ⋅ Volker Stocker ⋅ Stefan Schmid ⋅ Gjergji Kasneci

Ratna Kandala ⋅ Katie Hoemann

Roshini Pulishetty ⋅ Mani Kishan Ghantasala ⋅ Keerthy Kaushik Dasoju ⋅ Niti Mangwani ⋅ Vishal Garimella ⋅ Aditya Mate ⋅ Somya Sharma ⋅ Yue Kang ⋅ Ehi Nosakhare ⋅ Sadid A. Hasan ⋅ Soundararajan Srinivasan

Anthony Cui ⋅ Rohan R Butani ⋅ Theodore Oltean

Harini Rajakumar ⋅ Vanessa Nwauwa ⋅ Kevin Zhu ⋅ Ashwinee Panda ⋅ Sunishchal Dev

Michael Wang ⋅ Saraswathy Amjith ⋅ Arul Kolla ⋅ Jayson Lynch ⋅ Neil Thompson

Advay Samnerkar ⋅ Sagnik Bhattacharya ⋅ Kailash Ranganathan ⋅ Ashwinee Panda ⋅ Kevin Zhu

Shengyuan Lin ⋅ Jaisal Patel ⋅ Qinchuan Zhang ⋅ Kaiwen He ⋅ Keyi Wang ⋅ Yan Wang ⋅ Matt White ⋅ Kairong Xiao ⋅ Xiaoyang Liu

Sayash Raaj Hiraou

Aditya Aggarwal ⋅ Mehul Agarwal ⋅ Arnav Goel ⋅ Medha Hira ⋅ Anubha Gupta

Egemen Sert ⋅ Seyda Ertekin

Dani Roytburg ⋅ Matthew Bozoukov ⋅ Hongyu Fu ⋅ Matthew Nguyen ⋅ Jou Barzdukas ⋅ Narmeen Oozeer

Yu-Neng Chuang ⋅ Leisheng Yu ⋅ Guanchu Wang ⋅ Lizhe Zhang ⋅ Ling Chang ⋅ Hongyi Liu ⋅ Zirui Liu ⋅ Xuanting Cai ⋅ Yang Sui ⋅ Vladimir Braverman ⋅ Xia Hu

CEM ULUOGLAKCI ⋅ Tugba Taskaya Temizel

Alwin Jin ⋅ Sean Hendryx ⋅ Vaskar Nath

Xutao Mao ⋅ Ezra Tao ⋅ Leyao Wang

Samarth Goel ⋅ Reagan Lee ⋅ Kannan Ramchandran

Mengli Duan ⋅ Michael Guerzhoy

Wen Ye ⋅ Jinbo Liu ⋅ Defu Cao ⋅ Wei Yang ⋅ Yan Liu

Tao Zhang ⋅ Kehui Yao ⋅ Luyi Ma ⋅ Reza Yousefi Maragheh ⋅ Jiao Chen ⋅ Kai Zhao ⋅ Jianpeng Xu ⋅ Evren Korpeoglu ⋅ Sushant Kumar ⋅ Kannan Achan

Yu Qi ⋅ Haibo Zhao ⋅ Ziyu Guo ⋅ Siyuan Ma ⋅ Ziyan Chen ⋅ Yaokun Han ⋅ Renrui Zhang ⋅ Zitiantao Lin ⋅ Shiji Xin ⋅ Yijian Huang ⋅ Kai Cheng ⋅ Peiheng Wang ⋅ Jiazheng Liu ⋅ Jiayi Zhang ⋅ Yizhe Zhu ⋅ Wenqing Wang ⋅ Yiran Qin ⋅ Xupeng Zhu ⋅ Haojie Huang ⋅ Lawson Wong

Mohd Ariful Haque ⋅ Kishor datta gupta ⋅ Roy George

Kamesh R

Ramesh Manuvinakurike ⋅ Celal Savur ⋅ Emanuel Moss ⋅ Elizabeth Watkins ⋅ Saurav Sahay ⋅ Giuseppe Raffa

Aravind Narayanan ⋅ Vahid Reza Khazaie ⋅ Shaina Raza

Elizabeth Watkins ⋅ Emanuel Moss ⋅ Ramesh Manuvinakurike ⋅ Christopher Persaud ⋅ Giuseppe Raffa ⋅ Lama Nachman

Jackson Petty ⋅ Michael Hu ⋅ Wentao Wang ⋅ Shauli Ravfogel ⋅ Will Merrill ⋅ Tal Linzen

Sungjun Cho ⋅ Dasol Hwang ⋅ Frederic Sala ⋅ Sangheum Hwang ⋅ Kyunghyun Cho ⋅ Sungmin Cha

Sidney Black ⋅ Asa Cooper Stickland ⋅ Jake Pencharz ⋅ Oliver Sourbut ⋅ Michael Schmatz ⋅ Jay Bailey ⋅ Ollie Matthews ⋅ Ben Millwood ⋅ Alex Remedios ⋅ Alan Cooney

Aishwarya Selvamurugan ⋅ Raj Dandekar ⋅ Rajat Dandekar ⋅ Sreedath Panat

Dongqi Zheng ⋅ Wenjin Fu

Bhavesh Kumar ⋅ Hoang Nguyen ⋅ Roger Jin ⋅ Ryan Carlow ⋅ Jeffrey Quesnelle

Sai Vasu ⋅ Ivaxi Sheth ⋅ Hui-Po Wang ⋅ Ruta Binkyte ⋅ Mario Fritz

Yash Saxena ⋅ Raviteja Bommireddy ⋅ Ankur Padia ⋅ Manas Gaur

Seng Pei Liew ⋅ Takuya Kato ⋅ Sho Takase

Andrew Bae ⋅ Saaketh Bhojanam ⋅ Laksh Patel

Harrison Sims ⋅ Gabriel Ganberg ⋅ Robert McCormack ⋅ Svitlana Volkova

Ishaan Gangwani ⋅ Harrish Ayyanar ⋅ Arjun Rawal

Arash Afkanpour ⋅ Omkar Dige ⋅ Fatemeh Tavakoli

Michał Zawalski ⋅ Meriem Boubdir ⋅ Klaudia Bałazy ⋅ Besmira Nushi ⋅ Pablo Ribalta

Lorenz Wolf ⋅ Robert Kirk ⋅ Mirco Musolesi

Jing Wu ⋅ Suiyao Chen ⋅ Alexander Gutfraind ⋅ Inseok Heo ⋅ Shengjie LIU ⋅ Chen Li ⋅ Jeremy Curuksu ⋅ Michael Sharps

Jo Jiao ⋅ Austin Kozlowski ⋅ James Evans

Ken Tsui

Fadil Amiruddin

Muneeza Azmat ⋅ Momin Abbas ⋅ Maysa Macedo ⋅ Marcelo Grave ⋅ Luan Soares de Souza ⋅ Tiago Lemos de Araujo Machado ⋅ Rogério de Paula ⋅ Raya Horesh ⋅ Yixin Chen ⋅ Heloisa Candello ⋅ Rebecka Nordenlöw ⋅ Aminat Adebiyi

Ashish Kattamuri ⋅ Harshwardhan Fartale ⋅ Arpita Vats ⋅ Rahul Raja ⋅ Ishita Prasad

Wenbo Zhang ⋅ Hengrui Cai ⋅ Wenyu Chen

Basel Shbita ⋅ Farhan Ahmed ⋅ Chad DeLuca

Shreyansh Padarha ⋅ Elizaveta Semenova ⋅ Bertie Vidgen ⋅ Adam Mahdi ⋅ Scott Hale

Jiaqi Yin ⋅ Yi-Wei Chen ⋅ MENG-LUNG LEE ⋅ Xiya Liu

Samuel Brown ⋅ Jaco Du Toit ⋅ Leo Hyams ⋅ Daniil Anisimov

Mattie Terzolo ⋅ Darvin Yi ⋅ Teng Liu ⋅ Lance Hasson ⋅ Ayan Sinha ⋅ Pablo Mendes ⋅ Andrew Rabinovich

Yanan Long

Chang Liu ⋅ Arjun Choudhry ⋅ Yifu Cai ⋅ Nina Żukowska ⋅ Mononito Goswami ⋅ Artur Dubrawski

Juan Miguel Navarro Carranza

Jon Crall ⋅ David Joy ⋅ Roderic Collins ⋅ Benjamin Fenelon ⋅ Anthony Hoogs ⋅ Brian Hu

Gyuwan Kim ⋅ Yang Li ⋅ Evangelia Spiliopoulou ⋅ Jie Ma ⋅ Miguel Ballesteros ⋅ William Yang Wang

Cheng-Ping Hsieh ⋅ Faisal Ladhak ⋅ Krishna Puvvada ⋅ Boris Ginsburg

Michael Chen

Huan Song ⋅ Deeksha Razdan ⋅ Yiyue Qian ⋅ Arijit Chowdhury ⋅ Parth Patwa ⋅ Aman Chadha ⋅ Shinan Zhang ⋅ Sharlina Keshava ⋅ Hannah Marlowe

Harshit Rajgarhia ⋅ Suryam Gupta ⋅ Asif Shaik ⋅ Praveen Kumar Gulipalli ⋅ Y Santhoshraj ⋅ Sanka Nishitha ⋅ Abhishek Mukherji

Figarri Keisha ⋅ Zekun Wu ⋅ Ze Wang ⋅ Adriano Koshiyama ⋅ Philip Treleaven

Yize Cheng ⋅ Wenxiao Wang ⋅ Mazda Moayeri ⋅ Soheil Feizi

Shaina Raza ⋅ Aravind Narayanan ⋅ Vahid Reza Khazaie ⋅ Ashmal Vayani ⋅ Mukund Chettiar ⋅ Deval Pandya

Jitian Zhao ⋅ Changho Shin ⋅ Tzu-Heng (Brian) Huang ⋅ Satya Sai Srinath Namburi ⋅ Frederic Sala

Natalia Tarasova ⋅ Enrique Balp-Straffon ⋅ Aleksei Iancheruk ⋅ Yevhenii Sielskyi ⋅ Nikita Kozodoi ⋅ Liam Byrne ⋅ Jack Butler ⋅ Dayuan jiang ⋅ Marcin Czelej ⋅ Andrew Ang ⋅ Yash Shah ⋅ Roi Blanco ⋅ Sergey IVANOV

David Anugraha ⋅ Zilu Tang ⋅ Lester James V. Miranda ⋅ HANYANG ZHAO ⋅ Shou-Yi Hung ⋅ Mohammad Farhansyah ⋅ Garry Kuwanto ⋅ Derry Wijaya ⋅ Genta Winata

Fan Nie ⋅ Ken Liu ⋅ Zihao Wang ⋅ Rui Sun ⋅ Wei Liu ⋅ Weijia Shi ⋅ Huaxiu Yao ⋅ Linjun Zhang ⋅ Andrew Ng ⋅ James Zou ⋅ Sanmi Koyejo ⋅ Yejin Choi ⋅ Percy Liang ⋅ Niklas Muennighoff

Lang Xiong ⋅ Nishant Bhargava ⋅ Jeremy Chang ⋅ Jianhang Hong ⋅ Haihao Liu ⋅ Vasu Sharma ⋅ Kevin Zhu

Xunyi Jiang ⋅ Dingyi Chang ⋅ Xin Xu

Srivishnu Ramamurthi ⋅ Richard Xu ⋅ Raine (Qirun) Ma ⋅ Dawson Park ⋅ David Guo ⋅ Charles Duong ⋅ Vasu Sharma ⋅ Sean O'Brien ⋅ Kevin Zhu

Sohum Mehta ⋅ Saaketh Bhojanam

Ratul Saha ⋅ Dheeraj Chahal ⋅ Rekha Singhal ⋅ Manoj Nambiar

Preethi Seshadri ⋅ Hongyu Chen ⋅ Sameer Singh ⋅ Seraphina Goldfarb-Tarrant

Tatsuki Kawakami ⋅ Kazuki Egashira ⋅ Atsuyuki Miyai ⋅ Go Irie ⋅ Kiyoharu Aizawa

Daniel Jaroslawicz ⋅ Brendan Whiting ⋅ Parth Shah ⋅ Karime Maamari

Xiang Fu

Shreya Havaldar ⋅ Young Min Cho ⋅ Sunny Rai ⋅ Lyle Ungar

Djallel Bouneffouf ⋅ Matthew Riemer ⋅ Kush Varshney

Yue Zhang ⋅ Nhan Nguyen

Bohan Lyu ⋅ Siqiao Huang ⋅ Zichen Liang ⋅ Wenjia Yang ⋅ Qian Sun ⋅ Jiaming Zhang

Rohit Saxena ⋅ Pasquale Minervini ⋅ Frank Keller

Gunmay Handa ⋅ Zekun Wu ⋅ Adriano Koshiyama ⋅ Philip Treleaven

Anjiang Wei ⋅ Yuheng Wu ⋅ Yingjia (Alisa) Wan ⋅ Tarun Suresh ⋅ Huanmi Tan ⋅ Zhanke Zhou ⋅ Sanmi Koyejo ⋅ Ke Wang ⋅ Alex Aiken

Zixun Chen ⋅ Petr Babkin ⋅ Akshat Gupta ⋅ Gopala Anumanchipalli ⋅ Xiaomo Liu

Muhammed Koçyiğit

Yunxi Liu ⋅ Fuxiao Liu ⋅ Clara Fangfang

Xuying Ning ⋅ Dongqi Fu ⋅ Tianxin Wei ⋅ Mengting Ai ⋅ Jiaru Zou ⋅ Ting-Wei Li ⋅ Jingrui He

Rylan Schaeffer ⋅ Brando Miranda ⋅ Joshua Kazdan ⋅ Ken Liu ⋅ Ahmed Ahmed ⋅ Niloofar Mireshghallah ⋅ Sanmi Koyejo

Bowen (Lauren) Jiang ⋅ Zoey Hao ⋅ Young Min Cho ⋅ Bryan Li ⋅ Yuan Yuan ⋅ Sihao Chen ⋅ Lyle Ungar ⋅ Camillo Taylor ⋅ Dan Roth

Jacob Portes ⋅ Connor Jennings ⋅ Erica Yuen ⋅ Sasha Doubov ⋅ Michael Carbin

Mir Tafseer Nayeem ⋅ Sawsan Alqahtani ⋅ Md Tahmid Rahman Laskar ⋅ Tasnim Mohiuddin ⋅ M Saiful Bari

Rachel Longjohn ⋅ Shang Wu ⋅ Catarina Belém ⋅ Saatvik Kher ⋅ Padhraic Smyth

Wesley Deng ⋅ Sunnie S. Y. Kim ⋅ Akshita Jha ⋅ Kenneth Holstein ⋅ Motahhare Eslami ⋅ Lauren Wilcox ⋅ Leon Gatys

Youssef Attia El Hili ⋅ Albert Thomas ⋅ Abdelhakim Benechehab ⋅ Corentin Léger ⋅ Corinne Ancourt ⋅ Balázs Kégl

Seng Pei Liew ⋅ Takuya Kato

Joseph Liu ⋅ Yoonsoo Nam ⋅ Xinyue Cui ⋅ Swabha Swayamdipta

Kareem Shehada ⋅ Yifan Wu ⋅ Wyatt Feng ⋅ Adithya Iyer ⋅ Gryphon Kumfert ⋅ Yangruibo Ding ⋅ Zhiyun Qian

Soham Sen ⋅ Ishaan Gangwani

Syed Mahbubul Huq ⋅ Daniel Brito-Pacheco ⋅ Daniel Sikar ⋅ RAJESH MOJUMDER ⋅ Chris Child ⋅ Tillman Weyde

Mert Cemri ⋅ Melissa Z Pan ⋅ Shuyi Yang ⋅ Lakshya A Agrawal ⋅ Bhavya Chopra ⋅ Rishabh Tiwari ⋅ Kurt Keutzer ⋅ Aditya Parameswaran ⋅ Dan Klein ⋅ Kannan Ramchandran ⋅ Matei A Zaharia ⋅ Joseph Gonzalez ⋅ Ion Stoica

Elinor Poole-Dayan ⋅ Jiayi Wu ⋅ Jiaxin Pei ⋅ Michiel Bakker

Jaeho Lee ⋅ Atharv Chowdhary

Liana Patel ⋅ Negar Arabzadeh ⋅ Harshit Gupta ⋅ Ankita Sundar ⋅ Ion Stoica ⋅ Matei A Zaharia ⋅ Carlos Guestrin

Risha Surana ⋅ Qinyuan Ye ⋅ Swabha Swayamdipta

Divyanshu Kumar ⋅ Ishita Gupta ⋅ Nitin Aravind Birur ⋅ Tanay Baswa ⋅ Sahil Agarwal ⋅ Prashanth Harshangi

Arnav Goel ⋅ Pranjal Chitale ⋅ Bhawna Paliwal ⋅ Bishal Santra ⋅ Amit Sharma

Petr Simecek

Andreas Haupt ⋅ Erik Brynjolfsson

Yotam Perlitz ⋅ Ariel Gera ⋅ Ofir Arviv ⋅ Asaf Yehudai ⋅ Elron Bandel ⋅ Eyal Shnarch ⋅ Michal Shmueli-Scheuer ⋅ Leshem Choshen

Hans Gundlach ⋅ Jayson Lynch ⋅ Matthias Mertens ⋅ Neil Thompson

Jan Batzner ⋅ Volker Stocker ⋅ Stefan Schmid ⋅ Gjergji Kasneci

Ananya Raval ⋅ Aravind Narayanan ⋅ Vahid Reza Khazaie ⋅ Shaina Raza

Casey Barkan ⋅ Sidney Black ⋅ Oliver Sourbut

Riccardo Cadei ⋅ Christian Internò

Jihan Yao ⋅ Peter Jin ⋅ Ke Bao ⋅ Qiaolin Yu ⋅ Khushi Bhardwaj ⋅ Chang Su ⋅ Jialei Wang ⋅ YIKAI ZHU ⋅ Sugam Devare ⋅ Damon Mosk-Aoyama ⋅ Zhen Dong ⋅ Venkat Krishna Srinivasan ⋅ Yineng Zhang ⋅ Oleksii Kuchaiev ⋅ Jiantao Jiao ⋅ Banghua Zhu

Dylan Bouchard ⋅ Mohit Singh Chauhan

Sagarika Banerjee ⋅ Tangatar Madi ⋅ Advait Swaminathan ⋅ Anh Dao Minh Nguyen ⋅ Shivank Garg ⋅ Kevin Zhu ⋅ Vasu Sharma

Shreya Havaldar ⋅ Helen Jin ⋅ Chaehyeon Kim ⋅ Anton Xue ⋅ Weiqiu You ⋅ Gary Weissman ⋅ Rajat Deo ⋅ Sameed Khatana ⋅ Helen Qu ⋅ Marco Gatti ⋅ Daniel Hashimoto ⋅ Amin Madani ⋅ Masao Sako ⋅ Bhuvnesh Jain ⋅ Lyle Ungar ⋅ Eric Wong

Guanhua Zhang ⋅ Ricardo Dominguez-Olmedo ⋅ Moritz Hardt

Cong Tran ⋅ Issam Falih ⋅ Hatim CHAHDI ⋅ Romain DE LA SOUCHERE

Kimia Hamidieh ⋅ Lester Mackey ⋅ David Alvarez-Melis

Shruti Palaskar ⋅ Leon Gatys ⋅ Mona Abdelrahman ⋅ Gunnar Lund ⋅ Yang Xu ⋅ Navid Shiee ⋅ Jeffrey Bigham ⋅ Charles Maalouf ⋅ Joseph Y. Cheng

Pavel Rumiantsev ⋅ Soumyasundar Pal ⋅ Yingxue Zhang ⋅ Mark Coates

Ziwen Han ⋅ Meher Mankikar ⋅ Julian Michael ⋅ Zifan Wang

Jason Jackson ⋅ Terry Huang ⋅ Henry Velasquez ⋅ Kevin Zhu ⋅ Sunishchal Dev

Aashiq Muhamed ⋅ Leonardo Ribeiro ⋅ Markus Dreyer ⋅ Virginia Smith ⋅ Mona Diab

Teague McMillan ⋅ Gabriele Dominici ⋅ Martin Gjoreski ⋅ Marc Langheinrich

Maria-Eleni Zoumpoulidi ⋅ Eleni Batsi ⋅ Georgios Paraskevopoulos ⋅ Vassilis Katsouros ⋅ Alexandros Potamianos

Jiayi Yuan ⋅ Yifan Lu ⋅ Rixin Liu ⋅ Yu-Neng Chuang ⋅ Hongyi Liu ⋅ Shaochen (Henry) Zhong ⋅ Yang Sui ⋅ Guanchu Wang ⋅ Jiarong Xing ⋅ Xia Hu

Hyeonsu Kang ⋅ Emily Bao ⋅ Anjan Goswami

Patricio Gallardo ⋅ Maziar Raissi ⋅ Ke Zhang ⋅ Sudhir Murthy

Shan Chen ⋅ Pedro Moreira ⋅ Yuxin Xiao ⋅ Samuel Schmidgall ⋅ Jeremy Warner ⋅ Hugo Aerts ⋅ Tom Hartvigsen ⋅ Jack Gallifant ⋅ Danielle Bitterman

Jan Batzner ⋅ Volker Stocker ⋅ Bingjun Tang ⋅ Anusha Natarajan ⋅ Qinhao Chen ⋅ Stefan Schmid ⋅ Gjergji Kasneci

Ahmed Elboardy ⋅ Ghada khoriba ⋅ Essam Rashed

Ilham Wicaksono ⋅ Zekun Wu ⋅ Rahul Patel ⋅ Theo King ⋅ Adriano Koshiyama ⋅ Philip Treleaven

Ishaan Gangwani ⋅ Soham Sen ⋅ Aayam Bansal

Rylan Schaeffer ⋅ Ken Liu ⋅ Brando Miranda ⋅ Ahmed Ahmed ⋅ Niloofar Mireshghallah ⋅ Sanmi Koyejo

Juhyun Oh ⋅ Haneul Yoo ⋅ Alice Oh

Hiroshi Nonaka ⋅ K. E. Perry

Vaibhav Mavi ⋅ Shubh Jaroria ⋅ Weiqi Sun

Arkil Patel ⋅ Siva Reddy ⋅ Dzmitry Bahdanau

Atharva Kulkarni ⋅ Yuan Zhang ⋅ Joel Ruben Antony Moniz ⋅ Xiou Ge ⋅ Bo-Hsiang Tseng ⋅ Dhivya Piraviperumal ⋅ Swabha Swayamdipta ⋅ Hong Yu

Ziye Chen ⋅ Chengwei Qin ⋅ Yao SHU

Katie Collins ⋅ Cedegao (Ced) Zhang ⋅ Graham Todd ⋅ Lance Ying ⋅ Mauricio Barba ⋅ Ryan Liu ⋅ Adrian Weller ⋅ Ionatan Kuperwajs ⋅ Catherine Wong ⋅ Josh Tenenbaum ⋅ Tom Griffiths

Olawale Salaudeen ⋅ Florian E. Dorner ⋅ Peter Hase

Jinhao Pan ⋅ Kyle Li ⋅ Bowen Wei ⋅ Ziwei Zhu

Taslim Mahbub ⋅ Shi Feng

Shangyin Tan ⋅ Kevin Lin ⋅ Koushik Sen ⋅ Matei A Zaharia

Marcel Mateos Salles ⋅ Praney Goyal ⋅ Pradyut Sekhsaria ⋅ Hai Huang ⋅ Randall Balestriero

Linxin Song ⋅ Xuwei Ding ⋅ Jieyu Zhang ⋅ Taiwei Shi ⋅ Ryotaro Shimizu ⋅ Rahul Gupta ⋅ Yang Liu ⋅ Jian Kang ⋅ Jieyu Zhao

Smriti Singh ⋅ Shuvam Keshari ⋅ Vinija Jain ⋅ Aman Chadha

Zarreen Reza

Vishnu Vardhan Yadoji

Rom Himelstein ⋅ Amit LeVi ⋅ Yonatan Belinkov ⋅ Avi Mendelson

Yavuz Durmazkeser ⋅ Patrik Okanovic ⋅ Andreas Kirsch ⋅ Torsten Hoefler ⋅ Nezihe Merve Gürel

Abhay Gupta ⋅ Mark Klein

Bo Feng ⋅ Zhengfeng Lai ⋅ Shiyu Li ⋅ Zizhen Wang ⋅ Simon Wang ⋅ Ping Huang ⋅ Meng Cao

Guanhua Zhang ⋅ Florian E. Dorner ⋅ Moritz Hardt

Rishika Bhagwatkar ⋅ Syrielle Montariol ⋅ Angelika Romanou ⋅ Beatriz Borges ⋅ Irina Rish ⋅ Antoine Bosselut

Alyssa Unell ⋅ Natalie Dullerud ⋅ Nigam Shah ⋅ Sanmi Koyejo

Shohreh Ghorbani ⋅ Chenyu Zhang ⋅ Minsol (Michelle) Kim ⋅ Jingyao Wu

Huanxin Sheng ⋅ Xinyi Liu ⋅ Hangfeng He ⋅ Jieyu Zhao ⋅ Jian Kang

Olawale Salaudeen ⋅ Anka Reuel-Lamparth ⋅ Ahmed Ahmed ⋅ Suhana Bedi ⋅ Zachary Robertson ⋅ Sudharsan Sundar ⋅ Benjamin Domingue ⋅ Angelina Wang ⋅ Sanmi Koyejo

Andrew Zhu

Cassandra Feilbach

Zexi Li ⋅ Xiangzhu Wang ⋅ William Shen ⋅ Meghdad Kurmanji ⋅ Xinchi Qiu ⋅ Dongqi Cai ⋅ Chao Wu ⋅ Nicholas Lane

Christoph Bartmann ⋅ Mykyta Ielanskyi ⋅ Johannes Schimunek ⋅ Philipp Seidl ⋅ Günter Klambauer ⋅ Sohvi Luukkonen

Felipe Maia Polo ⋅ Leshem Choshen ⋅ Yuekai Sun ⋅ Kristjan Greenewald

İbrahim Ethem Deveci ⋅ Duygu Ataman

Roman Mayr ⋅ Michel Schimpf ⋅ Thomas Bohné

Jian Chen ⋅ Zhuoran Wang ⋅ Jiayu Qin ⋅ Ming Li ⋅ Meng Wang ⋅ Changyou Chen ⋅ Yin Chen ⋅ Qizhen Weng ⋅ Yirui Liu

Adi Banerjee ⋅ Anirudh Nair ⋅ Tarik Borogovac

Lening Cui ⋅ Sahil Ghosh ⋅ Gareth Lee ⋅ Xuanzhe Yao ⋅ Swarit Srivastava ⋅ William H. Logian ⋅ Michael Li ⋅ Kevin Zhu ⋅ Sunishchal Dev ⋅ Michael Saxon ⋅ Aaron Sandoval ⋅ Sean O'Brien ⋅ Ellie Podoshev