Publications

Year:

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

journal articles
Li N, Kim R, Zhang O, Hu J, Zhang H, Zhang CBC, Zhang A, Liu M, Zhang D, Fu E, Chen K, Xu Z, Wang G, Lee S, Yue R, Zhao B, Sun X, Singh A, Wang T, Wu T, Sun D, Zhang A, Nguyen L, Wang K, Wu A, Yue S, Wang A, Nguyen T, Lee J, Wang JP, Feng F, Feng SY, Zhao H, Yu M, Wang Z, Lee Y, Park H, Li L, Tang L, Li Y, Tang H, Li B, Lim D, Stanley R, Hu Y, Sun G, Zhao B, Li D, Zhang W, Zhang A, Kim DH, Li J, Nguyen J, Wang C, Zhang L, Chen Y, Wang HK, Zhu K, Xu J, Lee S, Zhao S, Tang N, Wang M, Chen Q, Singh V, Sun K, Xu H, Wang Z, Chen Z, Wang J, Wang Z, Sun Y, Zhang R, Pan J, Fan H, Chen M, Zhang DK, Tang C, Singh M, Kim W, Park H, Kim E, Wang Y, Yan M, Zhang L, Loh KY, Li X, Wang T, Li W-D, Fan J, Wang EY, Zhang X, Tan J, Wu W, Fan J, Qin J, Chen E, Fan Y, Jiang X, Xu J, Singh A, Jiang T, Agarwal KP, Zhang G, Du Z, Agarwal A, Jiang Y, Jain Y, Sun H-Y, Sun T, Wang D, Zhang M, Wang X, Wu J, Nguyen T-H, Li H, Park J, Wang Y, Wong AAWL, Zhang Q, Kim H, Sun R, Wang Y, Nguyen H, Pang TCY, Xiong Y, Li F, Zhang Y, Li S, Zhang X, Zhang Z, Li C, Yu S, Park HK, Nguyen TA, Zhang M, Li R, Nguyen MC, Zhao X, Jiang M, Wang D, Sun C, Wang S, Li R, Chang Y, Wang X, Liu J, Wu S, Chen J, Tang M, Chen H, Zhang W, Tu H, Kim S, Chen Y, Song D, Zhang CE, Wang Z, Lee KH, Park N, Chen H, Lin H, Jiang X, Jain RK, Lin X, Wang Z, Tang M, Chen J, Wang J, Hu W, Chen B, Song Z, Chen S, Park I, Zhu Z, Zhang Z, Wu J, Zhang T, Xu S, Liu Y, Yu E, Sun Z, Qin H, Yu Z, Chen PE, Yeo W, Jain E, Park CF, Zhang G, Xu R, Pan R, Liu Z, Zhang S, Wu B, Phan L, Gatti A, Khoja A, Ren R, Hausenloy J, Mazeika M, Hendrycks D, Han Z, Shaaban M, Ling J, Shi S, Choi M, Agrawal A, Chopra A, Nattanmai A, McKellips G, Cheraku A, Suhail A, Luo E, Deng M, Luo J, Jindel K, Paek J, Halevy K, Baranov A, Avadhanam A, Cheng V, Ma B, Do L, Lass J, Yang H, Sunkari S, Bharath V, Ai V, Leung J, Agrawal R, Zhou A, Kalpathi T, Xiao T, Maung E, Yang R, Yoon J, Peng C, Osbey T, Echeazu D, Patel S, Kulkarni V, Sundarapandiyan V, Le A, Nasim Z, Yalam S, Kasamsetty R, Samal S, Shah N, Saha A, Nagumalli L, Telluri A, Dodonov D, Anderson D, Doroshenko M, Stokes AC, Mahmood M, Pokutnyi O, Iskra O, Levin J-C, Kazakov M, Gangal V, Zou C, Popov S, Gerbicz R, Galgon G, Schmitt J, Yeadon W, Sauers S, Sanchez A, Giska F, Roth M, Riis S, Utpala S, Burns N, Goshu GM, Naiya MM, Agu C, Giboney Z, Cheatom A, Fournier-Facio F, Crowson S-J, Finke L, Cheng Z, Zampese J, Hoerr RG, Nandor M, Gehrunger T, Cai J, McCarty B, Garretson AC, Taylor E, Sileo D, Ren Q, Qazi U, Nam J, Wydallis JB, Arkhipov P, Shi JWL, Bacho A, Willcocks CG, Cao H, Motwani S, de Oliveira Santos E, Veith J, Vendrow E, Cojoc D, Zenitani K, Robinson J, Vendrow J, Fraga NW, Kuchkin V, Maksimov AP, Marion P, Efremov D, Lynch J, Liang K, Mikov A, Gritsevskiy A, Guillod J, Demir G, Martinez D, Pageler B, Zhou K, Soori S, Press O, Rissone P, Green SR, Brüssel L, Twayana M, Dieuleveut A, Imperial JM, Prabhu A, Yang J, Crispino N, Rao A, Zvonkine D, Loiseau G, Kalinin M, Lukas M, Manolescu C, Stambaugh N, Mishra S, Hogg T, Bosio C, Coppola BP, Salazar J, Jin J, Sayous R, Ivanov S, Schwaller P, Senthilkumar S, Bran AM, Algaba A, Van den Houte K, Van Der Sypt L, Verbeken B, Noever D, Kopylov A, Myklebust B, Schut L, Zheltonozhskii E, Yuan Q, Yang T, Maar J, Wykowski J, Oller M, Sahu A, Ardito CG, Kamdoum AGK, Jin A, Vilchis TG, Zu Y, Lackner M, Koppel J, Antonenko DS, Chern S, Arsene P, Cavanagh JM, Shen J, Crisostomi D, Dehghan A, Ivanov S, Perrella D, Kaparov N, Zang A, Sucholutsky I, Kharlamova A, Orel D, Poritski V, Ben-David S, Berger Z, Whitfill P, Foster M, Munro D, Ho L, Sivarajan S, Hava DB, Kuchkin A, Holmes D, Rodriguez-Romero A, Sommerhage F, Moat R, Schneider K, Kazibwe Z, Clarke D, Dias FM, Fish S, Elser V, Kreiman T, Vilchis VEG, Klose I, Anantheswaran U, Zweiger A, Rawal K, Daans N, Heidinger H, Radionov M, Rozhoň V, Ginis V, Stump C, Cohen N, Poświata R, Tkadlec J, Goldfarb A, Padlewski P, Barzowski S, Montgomery K, Stendall R, Tucker-Foltz J, Stade J, Rogers TR, Goertzen T, Grabb D, Shukla A, Givré A, Ambay JA, Sen A, Aziz MF, Inlow MH, He H, Kaddar Y, Ängquist I, Ramakrishnan K, Thornley E, Terpin A, Schoelkopf H, Zheng E, Carmi A, Brown EDL, Bartolo M, Wheeler R, Stehberger M, Bradshaw P, Heimonen JP, Sridhar K, Akov I, Sandlin J, Makarychev Y, Tam J, Hoang H, Cunningham DM, Goryachev V, Patramanis D, Krause M, Redenti A, Aldous D, Lai J, Coleman S, Magoulas I, Cohen MK, Paradise O, Kirchner JH, Ovchynnikov M, Matos JO, Shenoy A, Nie Y, Sztyber-Betley A, Faraboschi P, Riblet R, Crozier J, Halasyamani S, Verma S, Joshi P, Meril E, Ma Z, Andréoletti J, Singhal R, Platnick J, Nevirkovets V, Basler L, Ivanov A, Khoury S, Gustafsson N, Piccardo M, Mostaghimi H, Khánh TQ, Rosu P, Szlyk H, Brown Z, Narayan H, Menezes A, Roberts J, Alley W, Patel A, Lamparth M, Reuel A, Xin L, Loader J, Martin F, Achilleos A, Preu T, Korbak T, Bosio I, Kazemi F, Bálint B, Lo EJY, Nunes MIS, Milbauer J, Bari MS, Ansarinejad B, Durand S, Elgnainy H, Douville G, Tordera D, Balabanian G, Wolff H, Kvistad L, Milliron H, Sakor A, Eron M, Andrew Favre DO, Shah S, Zhou X, Kamalov F, Abdoli S, Santens T, Barkan S, Tee A, Tomasiello A, De Luca GB, Looi S-Z, Le V-K, Kolt N, Rodman E, Drori J, Fossum CJ, Muennighoff N, Jagota M, Pradeep R, Eicher J, Thaman K, Merrill W, Firsching M, Harris C, Ciobâcă S, Gross J, Pandey R, Gusev I, Jones A, Agnihotri S, Zhelnov P, Mofayezi M, Piperski A, Dobarskyi K, Leventov R, Soroko I, Duersch J, Taamazyan V, Ho A, Ma W, Held W, Xian R, Zebaze AR, Mohamed M, Leser JN, Yuan MX, Yacar L, Lengler J, Olszewska K, Di Fratta C, Oliveira E, Jackson JW, Zou A, Chidambaram M, Manik T, Haffenden H, Stander D, Dasouqi A, Shen A, Golshani B, Stap D, Kretov E, Uzhou M, Zhidkovskaya AB, Winter N, Rodriguez MO, Lauff R, Wehr D, Hossain Z, Phillips S, Samuele F, Ekström F, Hammon A, Patel O, Farhidi F, Medley G, Mohammadzadeh F, Peñaflor M, Kassahun H, Friedrich A, Perez RH, Pyda D, Sakal T, Dhamane O, Mirabadi AK, Hallman E, Okutsu K, Battaglia M, Maghsoudimehrabani M, Amit A, Hulbert D, Pereira R, Weber S, Handoko, Peristyy A, Malina S, Mehkary M, Aly R, Reidegeld F, Dick A-K, Friday C, Shapourian H, Costa M, Gurdogan H, Kumar H, Ceconello C, Zhuang C, Carroll M, Tawfeek AR, Steinerberger S, Aggarwal D, Kirchhof M, Dai L, Ferret J, Shah J, Burdzy K, Franca A, Pham DT, Robinson J, Jackson A, Giordano P, Petersen P, Cosma A, Colino J, White C, Votava J, Vinnikov V, Delaney E, Spelda P, Stritecky V, Shahid SM, Mourrat J-C, Vetoshkin L, Sponselee K, Bacho R, Yong Z-X, de la Rosa F, Cho N, Malod G, Weller O, Albani G, Lang L, Laurendeau J, Kazakov D, Adesanya F, Portier J, Hollom L, Souza V, Zhou YA, Degorre J, Yaln Y, Obikoya GD, Michael Pokorny R, Bigi F, Boscá MC, Shumar O, Bacho K, Recchia G, Popescu M, Shulga N, Tanwie NM, Lux TCH, Rank B, Ni C, Brooks M, Yakimchyk A, Quinn Liu H, Cavalleri S, Häggström O, Verkama E, Newbould J, Gundlach H, Brito-Santana L, Amaro B, Vajipey V, Grover R, Kratish Y, Gopi S, Caciolai A, de Witt CS, Hernández-Cámara P, Rodolà E, Robins J, Williamson D, Raynor B, Qi H, Segev B, Martinson S, Hausknecht K, Brenner MP, Mao M, Demian C, Kassani P, Avagian D, Scipio EJ, Ragoler A, Sims B, Plecnik R, Kirtland A, Bodur OF, Shinde DP, Labrador YCL, Adoul Z, Zekry M, Karakoc A, Santos TCB, Shamseldeen S, Karim L, Liakhovitskaia A, Resman N, Farina N, Gonzalez JC, Maayan G, Anderson E, De Oliveira Pena R, Kelley E, Mariji H, Pouriamanesh R, Finocchio R, Alarab I, Cole J, Ferreira D, Johnson B, Safdari M, Dai L, Arthornthurasuk S, McAlister IC, Moyano AJ, Pronin A, Ramirez-Trinidad A, Malysheva Y, Pottmaier D, Taheri O, Stepanic S, Perry S, Askew L, Rodrguez RAH, Minissi AMR, Lorena R, Iyer K, Fasiludeen AA, Clark R, Ducey J, Piza M, Somrak M, Vergo E, Borbás B, Chu E, Lindsey J, Jallon A, McInnis IMJ, Semler A, Gloor L, Shah T, Carauleanu M, Lauer P, Huy TD, Shahrtash H, Duc E, Lewark L, Brown A, Albanie S, Weber B, Vaz WS, Clavier P, Poesia Reis e Silva G, Tony Lian L, Abramovitch M, Mendoza S, Islam M, Gonzalez J, Mavroudis V, Kumar P, Goswami LP, Bugas D, Heydari N, Jeanplong F, Jansen T, Pinto A, Apronti A, Galal A, Ze-An N, of Arc Xavier J, Berkani M, de Oliveira Junior BA, Malishev D, Remy N, Hartman TD, Tarver T, Mensah S, Loume GA, Morak W, Habibi F, Hoback S, Cai W, Gimenez J, Montecillo RG, Łucki J, Campbell R, Sharma A, Meer K, Gul S, Gonzalez DE, Alapont X, Hoover A, Chhablani G, Vargus F, Patil D, Outevsky D, Scaria KJ, Maheshwari R, Dendane A, Shukla P, Cartwright A, Bogdanov S, Mündler N, Möller S, Arnaboldi L, Thaman K, Siddiqi MR, Saxena P, Gupta H, Fruhauff T, Sherman G, Vincze M, Usawasutsakorn S, Ler D, Radhakrishnan A, Enyekwe I, Salauddin SM, Muzhen J, Maksapetyan A, Rossbach V, Harjadi C, Bahaloohoreh M, Sparrow C, Sidhu J, Ali S, Bian S, Lai J, Singer E, Uro JL, Bateman G, Sayed M, Menshawy A, Duclosel D, Bezzi D, Aaron A, Tiryakioglu M, Siddh S, Krenek K, Shah IA, Jin J, Creighton S, Peskoff D, EL-Wasif Z, P R, Richmond M, McGowan J, Patwardhan T, Zubić N, Sala S, Ebert S, Kaddour J, Schottdorf M, Petruzella G, Meiburg A, Medved T, ElSheikh A, Hebbar SA, Vaquero L, Yang X, Poulos J, Zouhar V, Bogdanik S, Sanz-Ros J, Anugraha D, Dai Y, Nhu AN, Demircali AA, Jia Z, Zhou Y, He M, Chandok N, Sinha A, Luo G, Le L, Noyé M, Perełkiewicz M, Pantidis I, Qi T, Purohit SS, Parcalabescu L, Winata GI, Ponti EM, Dhole K, Abbondanza D, Nayak A, Caetano DM, del Rio-Chanona M, Kondor D, Francois P, Chalstrey E, Zsambok J, Hoyer D, Reddish J, Hauser J, Rodrigo-Ginés F-J, Datta S, Shepherd M, Kamphuis T, Yao J, Dernoncourt F, Krishna S, Rismanchian S, Pu B, Pinto F, Shridhar K, Overholt KJ, Briia G, Quod Soler Bartomeu D, Wecker A, Huber LS, Jaeger J, De Maddalena R, Lù XH, Beger C, Kon PTJ, Sanker V, Yin M, Liang Y, Agrawal A, Yifei LS, Cai M, Sonmez Y, Cozianu C, Slen A, Sarti G, Briański M, Stolfo A, Perlitz Y, Hernandez-Orallo J, Shabani A, Juefei-Xu F, Dhingra S, Zohar O, Pondaven A, Yilmaz A, Jin C, Todoran S, Han X, Kreuer J, Rabern B, Plassart A, Maggetti M, Yap L, Geirhos R, Kean J, Mollaei S, Yin Y, Wei A, Bizeul A, Arrais AO, Mukherjee K, Chamorro-Padial J, Qu X, Guan J, Bouyamourn A, Plomecka M, Deng J, Subramanian S, Xi H, Ren Y, Marjanović SV, Ha J, Luczyna G, Ma JJ, Shen Z, Gendron G, Xiao Y, Smucker L, Weng E, Ye Z, Ermon S, Lopez-Miguel ID, Knights T, Gitter A, Wei B, Pai K, Elkhanany A, Siedler PD, Fang J, Mishra R, Zsolnai-Fehér K, Khan S, Yuan J, Peterson M, Malusare A, Gupta I, Fosin I, Kang T, Dworakowska B, Matsumoto K, Zheng G, Sewuster G, Villanueva JP, Rannev I, Chernyavsky I, Banik D, Racz B, Dong W, Bashmal L, Gonçalves DV, Bar K, Bohdal O, Patlan AS, Dhuliawala S, Geirhos C, Wist J, Kansal Y, Tire K, Yücel AT, Christof B, Singla V, Ge J, Ponkshe K, Shi T, Ma MQ, Mak J, Lai S, Moulin A, Cheng Z, Patil V, Jha K, Men Q, Vieira BH, Aji AF, Chung J-W, Mahfoud M, Thi Hoang H, Sperzel M, Hao W, Meding K, Kostakos V, Manini D, Toukmaji C, Demircali AE, Dewerpe I, Pflugfelder R, Bailey J, Morris J, Heilala V, Rosset S, Chigurupati S, Chernyavsky J, Reddy SP, Venugopalan S, Batra H, Tran H, Maximiano G, Liang Y, Shiyu H, Suresh S, Gulati S, Turchin P, Bartlett CW, Scotese CR, Cao PM, Karwowski J and Scaramuzza D
Springer Science And Business Media Llc
Year
2026

Understanding Why and When Coworkers Undermine Employees Who Have Friends in High Places

journal articles
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Academy Of Management
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Air connectivity boosts urban attractiveness for global firms

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Liao W-C, Amico A, Duarte F and Zheng S
Springer Science And Business Media Llc
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books/monographs
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Code and Data Repository for MathOptAI.jl: Embed trained machine learning predictors into JuMP models

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Institute For Operations Research And The Management Sciences
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2026

Green regulation, trade friendliness, and local policy adaptation

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Du X, Qin Y and Xie Y
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2026

Addressing insomnia symptoms through food aid to those with food insecurity

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Barnes CM, Khan UA and Baker MG
Year
2026