A benchmark of expert-level academic questions to assess AI capabilities

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  2026年1月28日

• Long Phan,
• Alice Gatti,
• Nathaniel Li,
• Adam Khoja,
• Ryan Kim,
• Richard Ren,
• Jason Hausenloy,
• Oliver Zhang,
• Mantas Mazeika,
• Dan Hendrycks,
• Ziwen Han,
• Josephina Hu,
• Hugh Zhang,
• Chen Bo Calvin Zhang,
• Mohamed Shaaban,
• John Ling,
• Sean Shi,
• Michael Choi,
• Anish Agrawal,
• Arnav Chopra,
• Aakaash Nattanmai,
• Gordon McKellips,
• Anish Cheraku,
• Asim Suhail,
• Ethan Luo,
• Marvin Deng,
• Jason Luo,
• Ashley Zhang,
• Kavin Jindel,
• Jay Paek,
• Kasper Halevy,
• Allen Baranov,
• Michael Liu,
• Advaith Avadhanam,
• David Zhang,
• Vincent Cheng,
• Brad Ma,
• Evan Fu,
• Liam Do,
• Joshua Lass,
• Hubert Yang,
• Surya Sunkari,
• Vishruth Bharath,
• Violet Ai,
• James Leung,
• Rishit Agrawal,
• Alan Zhou,
• Kevin Chen,
• Tejas Kalpathi,
• Ziqi Xu,
• Gavin Wang,
• Tyler Xiao,
• Erik Maung,
• Sam Lee,
• Ryan Yang,
• Roy Yue,
• Ben Zhao,
• Julia Yoon,
• Xiangwan Sun,
• Aryan Singh,
• Clark Peng,
• Tyler Osbey,
• Taozhi Wang,
• Daryl Echeazu,
• Timothy Wu,
• Spandan Patel,
• Vidhi Kulkarni,
• Vijaykaarti Sundarapandiyan,
• Andrew Le,
• Zafir Nasim,
• Srikar Yalam,
• Ritesh Kasamsetty,
• Soham Samal,
• David Sun,
• Nihar Shah,
• Abhijeet Saha,
• Alex Zhang,
• Leon Nguyen,
• Laasya Nagumalli,
• Kaixin Wang,
• Aidan Wu,
• Anwith Telluri,
• Summer Yue,
• Alexandr Wang,
• Dmitry Dodonov,
• Tung Nguyen,
• Jaeho Lee,
• Daron Anderson,
• Mikhail Doroshenko,
• Alun Cennyth Stokes,
• Mobeen Mahmood,
• Oleksandr Pokutnyi,
• Oleg Iskra,
• Jessica P. Wang,
• John-Clark Levin,
• Mstyslav Kazakov,
• Fiona Feng,
• Steven Y. Feng,
• Haoran Zhao,
• Michael Yu,
• Varun Gangal,
• Chelsea Zou,
• Zihan Wang,
• Serguei Popov,
• Robert Gerbicz,
• Geoff Galgon,
• Johannes Schmitt,
• Will Yeadon,
• Yongki Lee,
• Scott Sauers,
• Alvaro Sanchez,
• Fabian Giska,
• Marc Roth,
• Søren Riis,
• Saiteja Utpala,
• Noah Burns,
• Gashaw M. Goshu,
• Mohinder Maheshbhai Naiya,
• Chidozie Agu,
• Zachary Giboney,
• Antrell Cheatom,
• Francesco Fournier-Facio,
• Sarah-Jane Crowson,
• Lennart Finke,
• Zerui Cheng,
• Jennifer Zampese,
• Ryan G. Hoerr,
• Mark Nandor,
• Hyunwoo Park,
• Tim Gehrunger,
• Jiaqi Cai,
• Ben McCarty,
• Alexis C. Garretson,
• Edwin Taylor,
• Damien Sileo,
• Qiuyu Ren,
• Usman Qazi,
• Lianghui Li,
• Jungbae Nam,
• John B. Wydallis,
• Pavel Arkhipov,
• Jack Wei Lun Shi,
• Aras Bacho,
• Chris G. Willcocks,
• Hangrui Cao,
• Sumeet Motwani,
• Emily de Oliveira Santos,
• Johannes Veith,
• Edward Vendrow,
• Doru Cojoc,
• Kengo Zenitani,
• Joshua Robinson,
• Longke Tang,
• Yuqi Li,
• Joshua Vendrow,
• Natanael Wildner Fraga,
• Vladyslav Kuchkin,
• Andrey Pupasov Maksimov,
• Pierre Marion,
• Denis Efremov,
• Jayson Lynch,
• Kaiqu Liang,
• Aleksandar Mikov,
• Andrew Gritsevskiy,
• Julien Guillod,
• Gözdenur Demir,
• Dakotah Martinez,
• Ben Pageler,
• Kevin Zhou,
• Saeed Soori,
• Ori Press,
• Henry Tang,
• Paolo Rissone,
• Sean R. Green,
• Lina Brüssel,
• Moon Twayana,
• Aymeric Dieuleveut,
• Joseph Marvin Imperial,
• Ameya Prabhu,
• Jinzhou Yang,
• Nick Crispino,
• Arun Rao,
• Dimitri Zvonkine,
• Gabriel Loiseau,
• Mikhail Kalinin,
• Marco Lukas,
• Ciprian Manolescu,
• Nate Stambaugh,
• Subrata Mishra,
• Tad Hogg,
• Carlo Bosio,
• Brian P. Coppola,
• Julian Salazar,
• Jaehyeok Jin,
• Rafael Sayous,
• Stefan Ivanov,
• Philippe Schwaller,
• Shaipranesh Senthilkumar,
• Andres M. Bran,
• Andres Algaba,
• Kelsey Van den Houte,
• Lynn Van Der Sypt,
• Brecht Verbeken,
• David Noever,
• Alexei Kopylov,
• Benjamin Myklebust,
• Bikun Li,
• Lisa Schut,
• Evgenii Zheltonozhskii,
• Qiaochu Yuan,
• Derek Lim,
• Richard Stanley,
• Tong Yang,
• John Maar,
• Julian Wykowski,
• Mart Oller,
• Anmol Sahu,
• Cesare Giulio Ardito,
• Yuzheng Hu,
• Ariel Ghislain Kemogne Kamdoum,
• Alvin Jin,
• Tobias Garcia Vilchis,
• Yuexuan Zu,
• Martin Lackner,
• James Koppel,
• Gongbo Sun,
• Daniil S. Antonenko,
• Steffi Chern,
• Bingchen Zhao,
• Pierrot Arsene,
• Joseph M. Cavanagh,
• Daofeng Li,
• Jiawei Shen,
• Donato Crisostomi,
• Wenjin Zhang,
• Ali Dehghan,
• Sergey Ivanov,
• David Perrella,
• Nurdin Kaparov,
• Allen Zang,
• Ilia Sucholutsky,
• Arina Kharlamova,
• Daniil Orel,
• Vladislav Poritski,
• Shalev Ben-David,
• Zachary Berger,
• Parker Whitfill,
• Michael Foster,
• Daniel Munro,
• Linh Ho,
• Shankar Sivarajan,
• Dan Bar Hava,
• Aleksey Kuchkin,
• David Holmes,
• Alexandra Rodriguez-Romero,
• Frank Sommerhage,
• Anji Zhang,
• Richard Moat,
• Keith Schneider,
• Zakayo Kazibwe,
• Don Clarke,
• Dae Hyun Kim,
• Felipe Meneguitti Dias,
• Sara Fish,
• Veit Elser,
• Tobias Kreiman,
• Victor Efren Guadarrama Vilchis,
• Immo Klose,
• Ujjwala Anantheswaran,
• Adam Zweiger,
• Kaivalya Rawal,
• Jeffery Li,
• Jeremy Nguyen,
• Nicolas Daans,
• Haline Heidinger,
• Maksim Radionov,
• Václav Rozhoň,
• Vincent Ginis,
• Christian Stump,
• Niv Cohen,
• Rafał Poświata,
• Josef Tkadlec,
• Alan Goldfarb,
• Chenguang Wang,
• Piotr Padlewski,
• Stanislaw Barzowski,
• Kyle Montgomery,
• Ryan Stendall,
• Jamie Tucker-Foltz,
• Jack Stade,
• T. Ryan Rogers,
• Tom Goertzen,
• Declan Grabb,
• Abhishek Shukla,
• Alan Givré,
• John Arnold Ambay,
• Archan Sen,
• Muhammad Fayez Aziz,
• Mark H. Inlow,
• Hao He,
• Ling Zhang,
• Younesse Kaddar,
• Ivar Ängquist,
• Yanxu Chen,
• Harrison K. Wang,
• Kalyan Ramakrishnan,
• Elliott Thornley,
• Antonio Terpin,
• Hailey Schoelkopf,
• Eric Zheng,
• Avishy Carmi,
• Ethan D. L. Brown,
• Kelin Zhu,
• Max Bartolo,
• Richard Wheeler,
• Martin Stehberger,
• Peter Bradshaw,
• JP Heimonen,
• Kaustubh Sridhar,
• Ido Akov,
• Jennifer Sandlin,
• Yury Makarychev,
• Joanna Tam,
• Hieu Hoang,
• David M. Cunningham,
• Vladimir Goryachev,
• Demosthenes Patramanis,
• Michael Krause,
• Andrew Redenti,
• David Aldous,
• Jesyin Lai,
• Shannon Coleman,
• Jiangnan Xu,
• Sangwon Lee,
• Ilias Magoulas,
• Sandy Zhao,
• Ning Tang,
• Michael K. Cohen,
• Orr Paradise,
• Jan Hendrik Kirchner,
• Maksym Ovchynnikov,
• Jason O. Matos,
• Adithya Shenoy,
• Michael Wang,
• Yuzhou Nie,
• Anna Sztyber-Betley,
• Paolo Faraboschi,
• Robin Riblet,
• Jonathan Crozier,
• Shiv Halasyamani,
• Shreyas Verma,
• Prashant Joshi,
• Eli Meril,
• Ziqiao Ma,
• Jérémy Andréoletti,
• Raghav Singhal,
• Jacob Platnick,
• Volodymyr Nevirkovets,
• Luke Basler,
• Alexander Ivanov,
• Seri Khoury,
• Nils Gustafsson,
• Marco Piccardo,
• Hamid Mostaghimi,
• Qijia Chen,
• Virendra Singh,
• Tran Quoc Khánh,
• Paul Rosu,
• Hannah Szlyk,
• Zachary Brown,
• Himanshu Narayan,
• Aline Menezes,
• Jonathan Roberts,
• William Alley,
• Kunyang Sun,
• Arkil Patel,
• Max Lamparth,
• Anka Reuel,
• Linwei Xin,
• Hanmeng Xu,
• Jacob Loader,
• Freddie Martin,
• Zixuan Wang,
• Andrea Achilleos,
• Thomas Preu,
• Tomek Korbak,
• Ida Bosio,
• Fereshteh Kazemi,
• Ziye Chen,
• Biró Bálint,
• Eve J. Y. Lo,
• Jiaqi Wang,
• Maria Inês S. Nunes,
• Jeremiah Milbauer,
• M. Saiful Bari,
• Zihao Wang,
• Behzad Ansarinejad,
• Yewen Sun,
• Stephane Durand,
• Hossam Elgnainy,
• Guillaume Douville,
• Daniel Tordera,
• George Balabanian,
• Hew Wolff,
• Lynna Kvistad,
• Hsiaoyun Milliron,
• Ahmad Sakor,
• Murat Eron,
• Andrew Favre,
• Shailesh Shah,
• Xiaoxiang Zhou,
• Firuz Kamalov,
• Sherwin Abdoli,
• Tim Santens,
• Shaul Barkan,
• Allison Tee,
• Robin Zhang,
• Alessandro Tomasiello,
• G. Bruno De Luca,
• Shi-Zhuo Looi,
• Vinh-Kha Le,
• Noam Kolt,
• Jiayi Pan,
• Emma Rodman,
• Jacob Drori,
• Carl J. Fossum,
• Niklas Muennighoff,
• Milind Jagota,
• Ronak Pradeep,
• Honglu Fan,
• Jonathan Eicher,
• Michael Chen,
• Kushal Thaman,
• William Merrill,
• Moritz Firsching,
• Carter Harris,
• Stefan Ciobâcă,
• Jason Gross,
• Rohan Pandey,
• Ilya Gusev,
• Adam Jones,
• Shashank Agnihotri,
• Pavel Zhelnov,
• Mohammadreza Mofayezi,
• Alexander Piperski,
• David K. Zhang,
• Kostiantyn Dobarskyi,
• Roman Leventov,
• Ignat Soroko,
• Joshua Duersch,
• Vage Taamazyan,
• Andrew Ho,
• Wenjie Ma,
• William Held,
• Ruicheng Xian,
• Armel Randy Zebaze,
• Mohanad Mohamed,
• Julian Noah Leser,
• Michelle X. Yuan,
• Laila Yacar,
• Johannes Lengler,
• Katarzyna Olszewska,
• Claudio Di Fratta,
• Edson Oliveira,
• Joseph W. Jackson,
• Andy Zou,
• Muthu Chidambaram,
• Timothy Manik,
• Hector Haffenden,
• Dashiell Stander,
• Ali Dasouqi,
• Alexander Shen,
• Bita Golshani,
• David Stap,
• Egor Kretov,
• Mikalai Uzhou,
• Alina Borisovna Zhidkovskaya,
• Nick Winter,
• Miguel Orbegozo Rodriguez,
• Robert Lauff,
• Dustin Wehr,
• Colin Tang,
• Zaki Hossain,
• Shaun Phillips,
• Fortuna Samuele,
• Fredrik Ekström,
• Angela Hammon,
• Oam Patel,
• Faraz Farhidi,
• George Medley,
• Forough Mohammadzadeh,
• Madellene Peñaflor,
• Haile Kassahun,
• Alena Friedrich,
• Rayner Hernandez Perez,
• Daniel Pyda,
• Taom Sakal,
• Omkar Dhamane,
• Ali Khajegili Mirabadi,
• Eric Hallman,
• Kenchi Okutsu,
• Mike Battaglia,
• Mohammad Maghsoudimehrabani,
• Alon Amit,
• Dave Hulbert,
• Roberto Pereira,
• Simon Weber,
• Handoko,
• Anton Peristyy,
• Stephen Malina,
• Mustafa Mehkary,
• Rami Aly,
• Frank Reidegeld,
• Anna-Katharina Dick,
• Cary Friday,
• Mukhwinder Singh,
• Hassan Shapourian,
• Wanyoung Kim,
• Mariana Costa,
• Hubeyb Gurdogan,
• Harsh Kumar,
• Chiara Ceconello,
• Chao Zhuang,
• Haon Park,
• Micah Carroll,
• Andrew R. Tawfeek,
• Stefan Steinerberger,
• Daattavya Aggarwal,
• Michael Kirchhof,
• Linjie Dai,
• Evan Kim,
• Johan Ferret,
• Jainam Shah,
• Yuzhou Wang,
• Minghao Yan,
• Krzysztof Burdzy,
• Lixin Zhang,
• Antonio Franca,
• Diana T. Pham,
• Kang Yong Loh,
• Joshua Robinson,
• Abram Jackson,
• Paolo Giordano,
• Philipp Petersen,
• Adrian Cosma,
• Jesus Colino,
• Colin White,
• Jacob Votava,
• Vladimir Vinnikov,
• Ethan Delaney,
• Petr Spelda,
• Vit Stritecky,
• Syed M. Shahid,
• Jean-Christophe Mourrat,
• Lavr Vetoshkin,
• Koen Sponselee,
• Renas Bacho,
• Zheng-Xin Yong,
• Florencia de la Rosa,
• Nathan Cho,
• Xiuyu Li,
• Guillaume Malod,
• Orion Weller,
• Guglielmo Albani,
• Leon Lang,
• Julien Laurendeau,
• Dmitry Kazakov,
• Fatimah Adesanya,
• Julien Portier,
• Lawrence Hollom,
• Victor Souza,
• Yuchen Anna Zhou,
• Julien Degorre,
• Yiğit Yaln,
• Gbenga Daniel Obikoya,
• Rai Michael Pokorny,
• Filippo Bigi,
• M. C. Boscá,
• Oleg Shumar,
• Kaniuar Bacho,
• Gabriel Recchia,
• Mara Popescu,
• Nikita Shulga,
• Ngefor Mildred Tanwie,
• Thomas C. H. Lux,
• Ben Rank,
• Colin Ni,
• Matthew Brooks,
• Alesia Yakimchyk,
• Huanxu Quinn Liu,
• Stefano Cavalleri,
• Olle Häggström,
• Emil Verkama,
• Joshua Newbould,
• Hans Gundlach,
• Leonor Brito-Santana,
• Brian Amaro,
• Vivek Vajipey,
• Rynaa Grover,
• Ting Wang,
• Yosi Kratish,
• Wen-Ding Li,
• Sivakanth Gopi,
• Andrea Caciolai,
• Christian Schroeder de Witt,
• Pablo Hernández-Cámara,
• Emanuele Rodolà,
• Jules Robins,
• Dominic Williamson,
• Brad Raynor,
• Hao Qi,
• Ben Segev,
• Jingxuan Fan,
• Sarah Martinson,
• Erik Y. Wang,
• Kaylie Hausknecht,
• Michael P. Brenner,
• Mao Mao,
• Christoph Demian,
• Peyman Kassani,
• Xinyu Zhang,
• David Avagian,
• Eshawn Jessica Scipio,
• Alon Ragoler,
• Justin Tan,
• Blake Sims,
• Rebeka Plecnik,
• Aaron Kirtland,
• Omer Faruk Bodur,
• D. P. Shinde,
• Yan Carlos Leyva Labrador,
• Zahra Adoul,
• Mohamed Zekry,
• Ali Karakoc,
• Tania C. B. Santos,
• Samir Shamseldeen,
• Loukmane Karim,
• Anna Liakhovitskaia,
• Nate Resman,
• Nicholas Farina,
• Juan Carlos Gonzalez,
• Gabe Maayan,
• Earth Anderson,
• Rodrigo De Oliveira Pena,
• Elizabeth Kelley,
• Hodjat Mariji,
• Rasoul Pouriamanesh,
• Wentao Wu,
• Ross Finocchio,
• Ismail Alarab,
• Joshua Cole,
• Danyelle Ferreira,
• Bryan Johnson,
• Mohammad Safdari,
• Liangti Dai,
• Siriphan Arthornthurasuk,
• Isaac C. McAlister,
• Alejandro José Moyano,
• Alexey Pronin,
• Jing Fan,
• Angel Ramirez-Trinidad,
• Yana Malysheva,
• Daphiny Pottmaier,
• Omid Taheri,
• Stanley Stepanic,
• Samuel Perry,
• Luke Askew,
• Raúl Adrián Huerta Rodrguez,
• Ali M. R. Minissi,
• Ricardo Lorena,
• Krishnamurthy Iyer,
• Arshad Anil Fasiludeen,
• Ronald Clark,
• Josh Ducey,
• Matheus Piza,
• Maja Somrak,
• Eric Vergo,
• Juehang Qin,
• Benjámin Borbás,
• Eric Chu,
• Jack Lindsey,
• Antoine Jallon,
• I. M. J. McInnis,
• Evan Chen,
• Avi Semler,
• Luk Gloor,
• Tej Shah,
• Marc Carauleanu,
• Pascal Lauer,
• Tran Duc Huy,
• Hossein Shahrtash,
• Emilien Duc,
• Lukas Lewark,
• Assaf Brown,
• Samuel Albanie,
• Brian Weber,
• Warren S. Vaz,
• Pierre Clavier,
• Yiyang Fan,
• Gabriel Poesia Reis e Silva,
• Long Tony Lian,
• Marcus Abramovitch,
• Xi Jiang,
• Sandra Mendoza,
• Murat Islam,
• Juan Gonzalez,
• Vasilios Mavroudis,
• Justin Xu,
• Pawan Kumar,
• Laxman Prasad Goswami,
• Daniel Bugas,
• Nasser Heydari,
• Ferenc Jeanplong,
• Thorben Jansen,
• Antonella Pinto,
• Archimedes Apronti,
• Abdallah Galal,
• Ng Ze-An,
• Ankit Singh,
• Tong Jiang,
• Joan of Arc Xavier,
• Kanu Priya Agarwal,
• Mohammed Berkani,
• Gang Zhang,
• Zhehang Du,
• Benedito Alves de Oliveira Junior,
• Dmitry Malishev,
• Nicolas Remy,
• Taylor D. Hartman,
• Tim Tarver,
• Stephen Mensah,
• Gautier Abou Loume,
• Wiktor Morak,
• Farzad Habibi,
• Sarah Hoback,
• Will Cai,
• Javier Gimenez,
• Roselynn Grace Montecillo,
• Jakub Łucki,
• Russell Campbell,
• Asankhaya Sharma,
• Khalida Meer,
• Shreen Gul,
• Daniel Espinosa Gonzalez,
• Xavier Alapont,
• Alex Hoover,
• Gunjan Chhablani,
• Freddie Vargus,
• Arunim Agarwal,
• Yibo Jiang,
• Deepakkumar Patil,
• David Outevsky,
• Kevin Joseph Scaria,
• Rajat Maheshwari,
• Abdelkader Dendane,
• Priti Shukla,
• Ashley Cartwright,
• Sergei Bogdanov,
• Niels Mündler,
• Sören Möller,
• Luca Arnaboldi,
• Kunvar Thaman,
• Muhammad Rehan Siddiqi,
• Prajvi Saxena,
• Himanshu Gupta,
• Tony Fruhauff,
• Glen Sherman,
• Mátyás Vincze,
• Siranut Usawasutsakorn,
• Dylan Ler,
• Anil Radhakrishnan,
• Innocent Enyekwe,
• Sk Md Salauddin,
• Jiang Muzhen,
• Aleksandr Maksapetyan,
• Vivien Rossbach,
• Chris Harjadi,
• Mohsen Bahaloohoreh,
• Claire Sparrow,
• Jasdeep Sidhu,
• Sam Ali,
• Song Bian,
• John Lai,
• Eric Singer,
• Justine Leon Uro,
• Greg Bateman,
• Mohamed Sayed,
• Ahmed Menshawy,
• Darling Duclosel,
• Dario Bezzi,
• Yashaswini Jain,
• Ashley Aaron,
• Murat Tiryakioglu,
• Sheeshram Siddh,
• Keith Krenek,
• Imad Ali Shah,
• Jun Jin,
• Scott Creighton,
• Denis Peskoff,
• Zienab EL-Wasif,
• Ragavendran P V,
• Michael Richmond,
• Joseph McGowan,
• Tejal Patwardhan,
• Hao-Yu Sun,
• Ting Sun,
• Nikola Zubić,
• Samuele Sala,
• Stephen Ebert,
• Jean Kaddour,
• Manuel Schottdorf,
• Dianzhuo Wang,
• Gerol Petruzella,
• Alex Meiburg,
• Tilen Medved,
• Ali ElSheikh,
• S. Ashwin Hebbar,
• Lorenzo Vaquero,
• Xianjun Yang,
• Jason Poulos,
• Vilém Zouhar,
• Sergey Bogdanik,
• Mingfang Zhang,
• Jorge Sanz-Ros,
• David Anugraha,
• Yinwei Dai,
• Anh N. Nhu,
• Xue Wang,
• Ali Anil Demircali,
• Zhibai Jia,
• Yuyin Zhou,
• Juncheng Wu,
• Mike He,
• Nitin Chandok,
• Aarush Sinha,
• Gaoxiang Luo,
• Long Le,
• Mickaël Noyé,
• Michał Perełkiewicz,
• Ioannis Pantidis,
• Tianbo Qi,
• Soham Sachin Purohit,
• Letitia Parcalabescu,
• Thai-Hoa Nguyen,
• Genta Indra Winata,
• Edoardo M. Ponti,
• Hanchen Li,
• Kaustubh Dhole,
• Jongee Park,
• Dario Abbondanza,
• Yuanli Wang,
• Anupam Nayak,
• Diogo M. Caetano,
• Antonio A. W. L. Wong,
• Maria del Rio-Chanona,
• Dániel Kondor,
• Pieter Francois,
• Ed Chalstrey,
• Jakob Zsambok,
• Dan Hoyer,
• Jenny Reddish,
• Jakob Hauser,
• Francisco-Javier Rodrigo-Ginés,
• Suchandra Datta,
• Maxwell Shepherd,
• Thom Kamphuis,
• Qizheng Zhang,
• Hyunjun Kim,
• Ruiji Sun,
• Jianzhu Yao,
• Franck Dernoncourt,
• Satyapriya Krishna,
• Sina Rismanchian,
• Bonan Pu,
• Francesco Pinto,
• Yingheng Wang,
• Kumar Shridhar,
• Kalon J. Overholt,
• Glib Briia,
• Hieu Nguyen,
• David Quod Soler Bartomeu,
• Tony CY Pang,
• Adam Wecker,
• Yifan Xiong,
• Fanfei Li,
• Lukas S. Huber,
• Joshua Jaeger,
• Romano De Maddalena,
• Xing Han Lù,
• Yuhui Zhang,
• Claas Beger,
• Patrick Tser Jern Kon,
• Sean Li,
• Vivek Sanker,
• Ming Yin,
• Yihao Liang,
• Xinlu Zhang,
• Ankit Agrawal,
• Li S. Yifei,
• Zechen Zhang,
• Mu Cai,
• Yasin Sonmez,
• Costin Cozianu,
• Changhao Li,
• Alex Slen,
• Shoubin Yu,
• Hyun Kyu Park,
• Gabriele Sarti,
• Marcin Briański,
• Alessandro Stolfo,
• Truong An Nguyen,
• Mike Zhang,
• Yotam Perlitz,
• Jose Hernandez-Orallo,
• Runjia Li,
• Amin Shabani,
• Felix Juefei-Xu,
• Shikhar Dhingra,
• Orr Zohar,
• My Chiffon Nguyen,
• Alexander Pondaven,
• Abdurrahim Yilmaz,
• Xuandong Zhao,
• Chuanyang Jin,
• Muyan Jiang,
• Stefan Todoran,
• Xinyao Han,
• Jules Kreuer,
• Brian Rabern,
• Anna Plassart,
• Martino Maggetti,
• Luther Yap,
• Robert Geirhos,
• Jonathon Kean,
• Dingsu Wang,
• Sina Mollaei,
• Chenkai Sun,
• Yifan Yin,
• Shiqi Wang,
• Rui Li,
• Yaowen Chang,
• Anjiang Wei,
• Alice Bizeul,
• Xiaohan Wang,
• Alexandre Oliveira Arrais,
• Kushin Mukherjee,
• Jorge Chamorro-Padial,
• Jiachen Liu,
• Xingyu Qu,
• Junyi Guan,
• Adam Bouyamourn,
• Shuyu Wu,
• Martyna Plomecka,
• Junda Chen,
• Mengze Tang,
• Jiaqi Deng,
• Shreyas Subramanian,
• Haocheng Xi,
• Haoxuan Chen,
• Weizhi Zhang,
• Yinuo Ren,
• Haoqin Tu,
• Sejong Kim,
• Yushun Chen,
• Sara Vera Marjanović,
• Junwoo Ha,
• Grzegorz Luczyna,
• Jeff J. Ma,
• Zewen Shen,
• Dawn Song,
• Cedegao E. Zhang,
• Zhun Wang,
• Gaël Gendron,
• Yunze Xiao,
• Leo Smucker,
• Erica Weng,
• Kwok Hao Lee,
• Zhe Ye,
• Stefano Ermon,
• Ignacio D. Lopez-Miguel,
• Theo Knights,
• Anthony Gitter,
• Namkyu Park,
• Boyi Wei,
• Hongzheng Chen,
• Kunal Pai,
• Ahmed Elkhanany,
• Han Lin,
• Philipp D. Siedler,
• Jichao Fang,
• Ritwik Mishra,
• Károly Zsolnai-Fehér,
• Xilin Jiang,
• Shadab Khan,
• Jun Yuan,
• Rishab Kumar Jain,
• Xi Lin,
• Mike Peterson,
• Zhe Wang,
• Aditya Malusare,
• Maosen Tang,
• Isha Gupta,
• Ivan Fosin,
• Timothy Kang,
• Barbara Dworakowska,
• Kazuki Matsumoto,
• Guangyao Zheng,
• Gerben Sewuster,
• Jorge Pretel Villanueva,
• Ivan Rannev,
• Igor Chernyavsky,
• Jiale Chen,
• Deepayan Banik,
• Ben Racz,
• Wenchao Dong,
• Jianxin Wang,
• Laila Bashmal,
• Duarte V. Gonçalves,
• Wei Hu,
• Kaushik Bar,
• Ondrej Bohdal,
• Atharv Singh Patlan,
• Shehzaad Dhuliawala,
• Caroline Geirhos,
• Julien Wist,
• Yuval Kansal,
• Bingsen Chen,
• Kutay Tire,
• Atak Talay Yücel,
• Brandon Christof,
• Veerupaksh Singla,
• Zijian Song,
• Sanxing Chen,
• Jiaxin Ge,
• Kaustubh Ponkshe,
• Isaac Park,
• Tianneng Shi,
• Martin Q. Ma,
• Joshua Mak,
• Sherwin Lai,
• Antoine Moulin,
• Zhuo Cheng,
• Zhanda Zhu,
• Ziyi Zhang,
• Vaidehi Patil,
• Ketan Jha,
• Qiutong Men,
• Jiaxuan Wu,
• Tianchi Zhang,
• Bruno Hebling Vieira,
• Alham Fikri Aji,
• Jae-Won Chung,
• Mohammed Mahfoud,
• Ha Thi Hoang,
• Marc Sperzel,
• Wei Hao,
• Kristof Meding,
• Sihan Xu,
• Vassilis Kostakos,
• Davide Manini,
• Yueying Liu,
• Christopher Toukmaji,
• Eunmi Yu,
• Arif Engin Demircali,
• Zhiyi Sun,
• Ivan Dewerpe,
• Hongsen Qin,
• Roman Pflugfelder,
• James Bailey,
• Johnathan Morris,
• Ville Heilala,
• Sybille Rosset,
• Zishun Yu,
• Peter E. Chen,
• Woongyeong Yeo,
• Eeshaan Jain,
• Sreekar Chigurupati,
• Julia Chernyavsky,
• Sai Prajwal Reddy,
• Subhashini Venugopalan,
• Hunar Batra,
• Core Francisco Park,
• Hieu Tran,
• Guilherme Maximiano,
• Genghan Zhang,
• Yizhuo Liang,
• Hu Shiyu,
• Rongwu Xu,
• Rui Pan,
• Siddharth Suresh,
• Ziqi Liu,
• Samaksh Gulati,
• Songyang Zhang,
• Peter Turchin,
• Christopher W. Bartlett,
• Christopher R. Scotese,
• Phuong M. Cao,
• Ben Wu,
• Jacek Karwowski,
• Davide Scaramuzza