Sebastian Riedel is a Professor at University College London (UCL) and a Researcher at DeepMind, leading the UCL NLP Lab. His work focuses on teaching machines to read, reason, and write, integrating Natural Language Processing (NLP) with Machine Learning. He holds an Allen Distinguished Investigator award and has held roles at FAIR, UMass Amherst, Tokyo University, and the University of Edinburgh. Education: PhD in Computer Science from the University of Edinburgh (advisor: Ewan Klein), postdoctoral research at UMass Amherst (advisor: Andrew McCallum), and research at Tokyo University (advisor: Tsujii Junichi). Research Interests: NLP, machine learning, information extraction, and multimodal models like Gemini. He develops tools such as UCLEED (BioNLP event extractor), frontlets (Scala map wrappers), and thebibbrag (BibTeX to HTML converter). Awards: Allen Distinguished Investigator. Software contributions include GitHub repositories for NLP, machine learning, and data tools. Contact: s.riedel@ucl.ac.uk | Office: 1st Floor, 90 High Holborn, London WC1V 6LJ | Office Hours: Mondays 11 AM–12 PM.
Kathleen R. McNamara is Professor of Government and Foreign Service at Georgetown University, where she also co-founded the Global Political Economy Project with Professor Abe Newman. Her work centers on the European Union, globalization, and the cultural and political foundations of market authority. Her research interests include the political economy of the European Union, monetary politics, culture and identity in global markets, institutional change, and the democratic legitimacy of supranational governance. She examines how ideas, norms, and collective identities shape economic integration and state formation, especially in Europe. Her recent publications (2020–2024) reveal a strong focus on the EU’s geopolitical turn, industrial policy transformation, the impact of crises like COVID-19 on globalization, and the interplay between democracy and populism. These works reflect a deep engagement with both theoretical and policy-relevant dimensions of contemporary European and global political economy. International Studies Association 2018 Distinguished Scholar in International Political Economy ISA 2020 SWIPE Award for Mentoring Women in International Political Economy German Marshall Fund Fellow Fulbright Fellow Simone Veil Fellow at the European University Institute (2023) McNamara has been a visiting scholar at the Russell Sage Foundation, taught at Princeton University and Sciences Po (Paris), and advised the US National Intelligence Council. She is active in public scholarship, writing for Foreign Affairs , Foreign Policy , and The Washington Post . She is a founding figure in the Global Political Economy Project, which aims to reframe the study of global markets through interdisciplinary and critical lenses.
Justin Russell Greene serves as an Advanced Instructor in the Department of English within Virginia Tech's College of Liberal Arts and Human Sciences. With over 15 years of teaching experience across multiple institutions, he currently teaches courses in film, literature, and writing at Virginia Tech, where he has been employed since 2019. His academic journey spans various teaching positions at Virginia Tech, Hampden-Sydney College, Virginia Commonwealth University, and several community colleges. Greene earned his BA, MA, and PhD in English and Media, Art, and Text from Virginia Commonwealth University. His educational background reflects his interdisciplinary approach that bridges traditional literary studies with contemporary media and cultural analysis. He has also completed professional development certifications in Anti-Racist Teaching and Foundations of Online Teaching at Virginia Tech. His research focuses on the intersections of cinema, media, and cultural studies, with particular attention to authorship, celebrity, and gender performance. Greene examines how authors and celebrities construct their identities across various media platforms, exploring topics ranging from Quentin Tarantino's cinematic masculinity to Roxane Gay's digital presence. His work often analyzes the performative aspects of identity in contemporary culture, particularly through fashion, social media, and visual storytelling. Greene's scholarly output demonstrates a consistent focus on authorial identity construction across media platforms. His publications reveal a trajectory from examining literary authors' fashion choices to analyzing digital performances of identity on social media, and more recently to cinematic studies of directors like Quentin Tarantino and Jordan Peele. The evolution of his work reflects broader cultural shifts toward digital and visual media while maintaining a consistent theoretical framework centered on performance and identity construction. Joyce Gentry Smoot Award (2025) for Excellence in Teaching by an Instructor As an educator, Greene has served as a reader on graduate student capstones and has been actively involved in curriculum development and pedagogical innovation. He has participated in numerous professional development activities focused on writing instruction, anti-racist pedagogy, and the integration of AI in teaching. His teaching philosophy emphasizes building student confidence in writing abilities, recognizing diverse student backgrounds, and providing individualized feedback to help students develop their unique voices. Greene is currently working on projects examining Jordan Peele's Nope (2022) regarding point-of-view and gore, as well as speculative adaptations in contemporary US media. His research interests continue to evolve with cultural trends while maintaining his core focus on performance, identity, and media representation.
Freda Shi is an Assistant Professor at the David R. Cheriton School of Computer Science at the University of Waterloo and a Faculty Member at the Vector Institute, where she holds a Canada CIFAR AI Chair. She joined the University of Waterloo in July 2024 after completing her Ph.D. at the Toyota Technological Institute at Chicago. Educational Background: Ph.D. in Computer Science, Toyota Technological Institute at Chicago (2024), advised by Professors Karen Livescu and Kevin Gimpel Bachelor's degree in Intelligence Science and Technology (Computer Science Track) with a minor in Sociology, Peking University (2018) Dr. Shi's research focuses on computational linguistics and natural language processing, particularly on deeper understandings of natural language and the human language processing mechanism. She is especially interested in learning language through grounding, computational multilingualism, and related machine learning aspects. Her work aims to inform the design of more efficient, effective, safe, and trustworthy NLP systems. She leads the CompLING Lab at the University of Waterloo, which investigates how language models process spatial relationships and acquire linguistic structures through grounded experiences. Her publication record shows a consistent trajectory of high-impact research, with recent work focusing on spatial reasoning in vision-language models, multilingual chain-of-thought capabilities, and grounded language acquisition. She has published in top-tier conferences including ACL, EMNLP, ICLR, and NAACL, with several papers receiving notable recognition including Best Paper Nominee status at multiple venues. Her research bridges theoretical linguistics with practical NLP applications, demonstrating how linguistic insights can improve AI systems. Scientific Recognition: Canada CIFAR AI Chair (2024) Google Ph.D. Fellowship Thesis of Distinction for her doctoral work Multiple Best Paper Nominee awards at major NLP conferences Dr. Shi teaches CS 784: Computational Linguistics and CS 486/686: Introduction to Artificial Intelligence at the University of Waterloo. She actively contributes to the NLP research community through conference participation, program committee service, and collaborative projects. Her research has significant implications for creating more robust, human-like language understanding systems and advancing the field of grounded language learning in artificial intelligence.
Dr. Heather Inwood serves as University Associate Professor in Modern Chinese Literature and Culture within the Faculty of Asian and Middle Eastern Studies at the University of Cambridge. She is also a Fellow and Director of Studies at Trinity Hall, maintaining dual institutional affiliations that support her teaching and research activities across undergraduate and postgraduate programs. Her educational background includes a BA in Chinese Studies from the University of Cambridge (Trinity Hall), followed by advanced studies at Tsinghua University and Peking University, culminating in a PhD in modern Chinese literature from SOAS, University of London in 2008. Prior academic appointments include Assistant Professor at The Ohio State University (2008-2013) and Lecturer in Chinese Cultural Studies at the University of Manchester before returning to Cambridge in 2016. Professor Inwood's research program investigates the dynamic interactions between digital media and literary production in contemporary China, with particular focus on poetry communities, genre fiction, and transmedia storytelling. Her work bridges traditional literary analysis with digital humanities approaches, examining how online platforms transform authorship, reception, and cultural value. She has pioneered scholarship on internet poetry scenes, demonstrating their vitality despite public perceptions of poetry's decline in modern China. Her publication trajectory reveals a clear evolution from early work on poetry communities ( Verse Going Viral: China's New Media Scenes , 2014) toward broader investigations of digital narrative forms, game studies, and Sinophone cyberspace. Recent publications increasingly engage with science fiction, transmedia storytelling, and the algorithmic structures shaping literary production, reflecting both the changing digital landscape and her expanding methodological toolkit. Professor Inwood actively supervises five PhD students working on diverse projects spanning Misty poetry, queer narratives, gender studies, and poetic animality, demonstrating her commitment to nurturing next-generation scholarship in Chinese literary studies. Her research has been supported by British Academy Small Grants and similar funding mechanisms that enable sustained fieldwork and publication. Her teaching responsibilities include undergraduate courses on East Asian media and popular culture, Modern Chinese texts, and Modern Chinese literature, connecting classroom instruction directly to her research expertise. She also maintains public engagement through Chinese-language columns for BBC China and other media outlets, bridging academic and public discourse on contemporary Chinese culture.
Sanjay Subrahmanyam is Distinguished Professor of History and Irving & Jean Stone Endowed Chair in Social Sciences at UCLA's Department of History. A globally recognized historian of the early modern period (15th-18th centuries), he previously held prestigious positions at the Collège de France (2013-2021), University of Oxford (2002-2004), and Ecole des Hautes Etudes en Sciences Sociales in Paris (1995-2002). He founded UCLA's Center for India and South Asia (2005-2011) and maintains significant academic engagement in France through media appearances and lectures. His educational background includes: M.A. in Economics (First Rank with Gold Medal), Delhi School of Economics (1982) Ph.D. in Economic History, Delhi School of Economics (1987) Honorary D.Litt., University of Calcutta (2015) Doctorat honoris causa, Université catholique de Louvain (2017) Subrahmanyam's research revolutionized global historical methodology through his pioneering concept of 'connected histories,' which challenges Eurocentric periodization and emphasizes horizontal connections across regions. His work spans South Asian political culture, Indian Ocean trade networks, Iberian imperial systems, and Mughal court dynamics, consistently integrating multilingual archives and visual sources. He demonstrates exceptional mastery in synthesizing Portuguese, Spanish, Persian, Tamil, and Sanskrit materials to reconstruct non-Western perspectives on early modern globalization. His recent publications reveal intensified focus on transcultural encounters, maritime archaeology, and the material dimensions of empire. Works like Across the Green Sea (2024) and Mirrors of Empire (2026) showcase his shift toward analyzing ego-documents and visual culture to explore identity formation in frontier zones. The consistent thread remains his critique of civilizational boundaries and emphasis on fluid cultural exchanges across the Indian Ocean world. His scientific recognition includes: Infosys Humanities Prize (2012) Dan David Prize for History (2019) Prix International de l'Histoire (2020) Fellowship in American Academy of Arts and Sciences (2009) Corresponding Fellowship in British Academy (2016) Guggenheim Fellowship (2011-12) Subrahmanyam has mentored nine doctoral students to completion, maintaining active collaborations with Muzaffar Alam (University of Chicago), Velcheru Narayana Rao (University of Wisconsin), and David Shulman (Hebrew University). His editorial leadership includes co-editing The Cambridge World History (2015) and serving over a decade as Joint Managing Editor of the Indian Economic and Social History Review . He currently directs major international projects on Indo-Persian travel writing and Mughal intellectual networks. Though not leading a traditional laboratory, he coordinates the 'Connected Histories' research initiative across UCLA, Collège de France, and University of Chicago, fostering interdisciplinary teams examining early modern knowledge circulation. His public engagement includes regular contributions to French media (France 24, France Info) and curated exhibitions like the Codex Casanatense project.
Desiderio Kovar is a Professor at the University of Texas at Austin holding the BFGoodrich Professorship in Materials Engineering and the Distinguished Teaching Professor title within the Department of Mechanical Engineering at the Cockrell School of Engineering. He is affiliated with the Texas Materials Institute, the Center for Electromechanics, and is a core member of the Center for Additive Manufacturing and Design Innovation. Dr. Kovar currently serves as the Associate Chair for Academics for the Mechanical Engineering Department. Dr. Kovar's research focuses on the interface between materials science and engineering and additive manufacturing, with particular expertise in ceramic processing. His work encompasses Advanced Design and Manufacturing, Advanced Materials Science and Engineering, and Nano and Micro-scale Engineering. He teaches undergraduate and graduate classes in the Materials Engineering area, having developed the Materials Science and Engineering minor in 2018, the first minor in Engineering at UT Austin. His recent publications (2023-2025) demonstrate a strong focus on ceramic additive manufacturing processes, particularly Selective Laser Flash Sintering and Micro-Cold Spray technologies. These works explore fundamental mechanisms of high-velocity particle impact, sintering kinetics, and process optimization for ceramic film and part production, reflecting his pioneering work in direct ceramic additive manufacturing without polymer binders. Dr. Kovar has received numerous prestigious awards for his teaching and research: Engineering Foundation Young Faculty Excellence Award (2000) Teaching Excellence Award from the Student Engineering Council (2000) Cockrell School of Engineering's Jack and Maxine Zarrow Family K-16 Teaching Innovation Award (2014) Lockheed Martin Aeronautics Company Award for Excellence in Engineering Teaching (2016) Mechanical Engineering Department's Teaching Award (2016) University of Texas' Outstanding Graduate Advisor (2012) Inducted into the University of Texas at Austin's Academy of Distinguished Teachers (2019) Dr. Kovar has supervised 47 undergraduate students, 21 MS theses, and 17 Ph.D. dissertations, and currently supervises 12 graduate students and one undergraduate student. His research has been generously funded by the National Science Foundation, Los Alamos National Laboratory, Sandia National Laboratory, the Army Research Laboratory, the Office of Naval Research, the US Department of Energy, and various corporate sponsors. In 2013, he founded the Cockrell School's Longhorn Maker Studio, which evolved into Texas Inventionworks. Dr. Kovar leads the Kovar Research Group which currently includes multiple graduate students and postdoctoral researchers working across three main research thrusts: Additive Manufacturing of Ceramics by Selective Laser Flash Sintering, Additive Manufacturing of Ceramics by Indirect Selective Laser Sintering, and Direct Writing of Patterned Films and Devices using the Micro-cold Spray Process.
Alison Landsberg is a Professor at George Mason University, affiliated with the Department of History and Art History and the Cultural Studies PhD program. Her research focuses on the politics of memory, affective engagements with the past, visual culture, and the intersections of race, aesthetics, and history. A leading scholar in memory studies, she explores how mass media and popular culture shape historical consciousness and political subjectivity. Her seminal works include *Prosthetic Memory* (2004) and *Engaging the Past* (2015), which analyze how mediated experiences of history foster empathy and progressive politics. Landsberg’s interdisciplinary work bridges film studies, cultural theory, and historiography. She examines how audiovisual media—from films to immersive digital exhibits—produce alternative historical narratives that challenge traditional academic historiography. Her current project, *Impossible Histories*, critiques conventional ‘historicism’ and explores counterhegemonic modes of historical representation. Her teaching spans courses on historical cinema, visual culture, and the politics of memory. She has advised over 20 doctoral students, many of whom explore topics like public history, digital memory, and cultural activism. Landsberg is a frequent keynote speaker at international conferences and has contributed to NPR’s *On the Media* and *The American Scholar* on topics ranging from racial representation to post-postracial America. Landsberg’s research emphasizes the urgency of rethinking historical engagement in an era of fragmented media and contested identities. Her work underscores the ethical and political stakes of how societies remember—and forget—the past.
Kyung-Ho Cha serves as Junior Professor of Modern German Literature at the University of Bayreuth's Faculty of Languages & Literature within the Department of New German Literature. His academic journey includes studies at Bonn, Oxford, and Columbia University, followed by doctoral work at Technical University Berlin completed in 2010. His research centers on three interconnected domains: literature-science intersections with focus on evolutionary biology and Walter Benjamin's writings; literary representations of migration; and human rights discourse in contemporary literature. This tripartite framework informs his critical analysis of authors like Elfriede Jelinek and Fatih Akin. Cha's publications reveal consistent engagement with transnational themes, particularly examining German-Turkish cultural dynamics, refugee narratives, and ethical dimensions of literary representation. His work demonstrates methodological rigor in bridging literary analysis with philosophical and scientific discourse. German National Merit Foundation Fellowship DAAD Fellowship ICI Berlin Institute Fellowship DFG Fellowship Volkswagen-Foundation Support Harvard Mahindra Humanities Center Fellowship (2011-2012) Cha has directed significant research projects including the DFG-funded 'Seelenwanderung und literarische Kommunikation' at Freie Universität Berlin and contributed to the DFG Graduiertenkolleg 'Körper-Inszenierungen'. His editorial work on human rights literature demonstrates leadership in establishing interdisciplinary scholarly dialogues. Current research continues to explore migration narratives within the 'Future Migration' initiative at Bayreuth.
Prof. Dr. Kianoosh Rezania is a Professor of West Asian Religious History and Director of the Käte Hamburger Kolleg Dynamics of Religious History at Ruhr University Bochum. His research focuses on Zoroastrianism, Iranian religions, and the history of religions, with a particular emphasis on ancient Iranian languages and interreligious dynamics. He holds a Ph.D. from Georg-August University Göttingen and has conducted extensive research on topics such as Zoroastrian cosmology, Sasanian-Zoroastrian interactions, and the transmission of religious texts. His work combines philological analysis with historical and cultural studies approaches. Rezania's academic career includes roles as a research associate at Göttingen University and his habilitation project on spatial concepts in early Zoroastrianism. He has directed major research initiatives like the Graduate School of Metaphor and Religion (GSMR) and the Käte Hamburger Kolleg. His publications span monographs, edited volumes, and peer-reviewed articles exploring themes such as religious economics, Middle Persian lexicography, and cross-cultural exchanges between the Safavid and Mughal empires. His current projects include the 'Zoroastrian Middle Persian: Digital Corpus and Dictionary' initiative and studies on Pahlavi literature's interreligious context. He collaborates internationally, leading interdisciplinary teams and contributing to digital humanities efforts in religious studies.
Emma Pierson is an Assistant Professor of Computer Science at the University of California, Berkeley, affiliated with the Berkeley Artificial Intelligence Research Lab (BAIR) , Computational Precision Health , and the Center for Human-Compatible AI . She focuses on developing data science and machine learning methods to address issues in healthcare equity and social inequality . Her work includes studies on race adjustments in clinical algorithms, migration patterns, and leveraging LLMs for health equity. Education: Ph.D. in Computer Science from Stanford University (2020), Master’s in Statistics from the University of Oxford. Prior roles include Assistant Professor at Cornell Tech, Senior Researcher at Microsoft Research, and data scientist at 23andMe and Coursera. Research Interests: Her research spans fair clinical prediction , sparse autoencoders , health disparities , and algorithmic fairness . Notable projects include the MIGRATE dataset for granular migration analysis and studies on policing disparities. Awards: NSF CAREER Award, Rhodes Scholarship, Hertz Fellowship, MIT Technology Review 35 Innovators Under 35, and Samsung AI Researcher of the Year. She writes a statistics blog ( Obsession with Regression ) and contributes to media outlets like The New York Times and FiveThirtyEight . Labs/Teams: Leads the MIGRATE project, a collaboration to analyze fine-grained migration data. Engages in interdisciplinary work across AI, healthcare, and social science.
Professor Roel Sterckx is the Joseph Needham Professor of Chinese History, Science, and Civilization at the University of Cambridge, affiliated with Clare College. He specializes in pre-imperial and early imperial Chinese thought, classical Chinese language, and natural history. His research bridges anthropology and the history of science, focusing on topics like ritual, economic thought, and animal studies. He has authored influential books including Food, Sacrifice, and Sagehood in Early China and Animals through Chinese History . Sterckx is a Fellow of the British Academy (since 2013) and holds leadership roles at the Needham Research Institute. He supervises PhD students on subjects ranging from Warring States rhetoric to Han Dynasty apocrypha. Education: BA/PGCE in Sinology and History, Katholieke Universiteit Leuven Masters in Classical Chinese and Philosophy, National Taiwan University PhD in Chinese History, University of Cambridge Research Interests: Early Chinese cultural ecology, ritual economy, and the interplay of moral and material values. His work analyzes texts like the Rites of Zhou , Mozi , and Huainanzi , emphasizing agricultural thought and animal symbolism. Awards: British Academy Fellowship (2013) Grants and Labs: Directs the Cambridge-based Needham Research Institute, focusing on East Asian science and technology history. Current projects include studies on Han perceptions of southern regions and the economics of ritual in early China.
John Gallagher is Associate Professor in English and Information Sciences at UIUC. His research examines how writers adapt to participatory audiences in digital environments, including social media interactions and AI writing tools. Using case studies and computational methods, he explores algorithmic audiences, ethical implications of AI, and technical communication in institutional contexts. He teaches courses in professional writing, digital rhetoric, and research methodologies. Recent projects analyze content creators' narratives about platform algorithms, inclusive emoji design, and academic integrity challenges posed by generative AI.
Dr. Muhammad Abdul-Mageed is an Associate Professor in the School of Information at The University of British Columbia, with joint appointments in Linguistics and an associate membership in Computer Science. He holds the Canada Research Chair in Natural Language Processing and Machine Learning. His research focuses on deep learning, socio-pragmatics, and speech/language technologies, particularly for Arabic and African languages. He leads the UBC Deep Learning & NLP Group and co-directs SSHRC-funded grants like I Trust AI and Ensuring Full Literacy. He is a founding member of the Center for Artificial Intelligence Decision making and Action and a member of the Institute for Computing, Information, and Cognitive Systems. His work spans automatic speech recognition, machine translation, computational socio-pragmatics, and low-resource language technologies. Notable projects include developing Arabic speech recognition systems, multidialectal Arabic benchmarks, and tools for African language processing. He has authored over 100 peer-reviewed papers and leads initiatives like the NADI Arabic Dialect Identification shared task and the NileChat project for culturally-aware LLMs. His research aims to create equitable, socially-aware AI systems for health, social media, and information management.
Ludo Waltman serves as Scientific Director and Professor of Quantitative Science Studies at the Centre for Science and Technology Studies (CWTS) within Leiden University's Faculty of Social and Behavioural Sciences. He holds multiple influential positions including Co-chair of the Research on Research Institute (RoRI), President of ASAPbio, and Editor-in-Chief of MetaROR (MetaResearch Open Review). As an Open Science Ambassador for Leiden University, he actively promotes transparency and innovation in scholarly communication. Waltman's research spans Quantitative Science Studies, Bibliometrics, and Metascience, with particular focus on university rankings, preprint ecosystems, open access publishing models, and research evaluation frameworks. His work critically examines the infrastructure of scholarly communication, advocating for more transparent and efficient systems that better serve the research community. He has been instrumental in developing initiatives like the Barcelona Declaration on Open Research Information and advancing publish-then-review models as alternatives to traditional peer review. His recent publications reveal a consistent emphasis on systemic issues in scholarly communication, with particular attention to preprint adoption across Europe, the relationship between assessment reform and publishing reform, and the methodological transparency of university rankings. These works collectively demonstrate his commitment to evidence-based approaches for improving research infrastructure and evaluation practices. Waltman actively engages in advising and shaping research policy through his leadership roles. As Co-chair of RoRI, he helps guide metascience research that examines the research system itself. His work with MetaROR promotes innovative peer review models, while his presidency at ASAPbio advances preprint culture in life sciences. He frequently collaborates with major research funders, publishers, and infrastructure organizations to implement practical reforms in scholarly communication. Through CWTS at Leiden University, Waltman leads a research environment focused on quantitative analysis of science and technology systems. His work connects with broader initiatives like the Research on Research Institute and the Barcelona Declaration movement, creating networks that bridge researchers, funders, and infrastructure providers committed to improving research practices.
