Andrea Vedaldi is a Professor of Computer Vision and Machine Learning at the University of Oxford's Department of Engineering Science, affiliated with the Visual Geometry Group (VGG). He specializes in unsupervised methods for understanding images and videos, focusing on 3D geometry and semantics. His research bridges foundational AI and practical applications, with contributions to generative models, neural fields, and self-supervised learning. Education: PhD in Computer Science (2008), University of California, Los Angeles MSc in Computer Science (2005), UCLA BSc in Information Engineering (2003), University of Padua Research Interests: Unsupervised learning, 3D perception, generative AI, neural rendering, and scalable vision systems. His work emphasizes ethical, responsible AI aligned with ERC-funded projects like UNION (ERC Consolidator Grant). Key Contributions: Co-developer of VLFeat and MatConvNet libraries Leader in 3D reconstruction and diffusion models (e.g., CatFree3D) Recipient of the PAMI Thomas S. Huang Prize and multiple best paper awards Grants & Service: Principal Investigator on £2.3M ERC Consolidator Grant (UNION) Co-organizer of major conferences (ECCV 2020 Program Chair, CVPR 2023 Area Chair) Reviewer for top journals/conferences (PAMI, CVPR, NeurIPS) Labs & Teams: VGG Group at Oxford, collaborating on projects like Meta 3D Gen and Common Objects in 3D (CO3D).
Jessica Straley is an Associate Professor in the Department of English at the University of Utah, where she has served since 2005 (Visiting Assistant Professor 2005-2007, Assistant Professor 2007-2016, Associate Professor 2016-present). She holds a PhD in English from Stanford University, an MA in Literature, Culture, and Modernity from Queen Mary and Westfield College, University of London, and a BA in English from Cornell University. Education: PhD, English - Stanford University MA, Literature, Culture, and Modernity - Queen Mary and Westfield College BA, English - Cornell University Her research focuses on intersections between Victorian literature, children's literature, animal studies, disability studies, and ecocriticism. She explores how literary imagination interacts with scientific and moral discourses, particularly in 19th-century contexts. Recent publications analyze feral child narratives, zoo representations, and evolutionary theory in children's texts. Her work bridges historical literary analysis with contemporary critical frameworks like disability rights and environmental ethics. Scientific Awards: Faculty Fellowship Award (University Research Council, 2017) Ramona W. Cannon Award for Teaching Excellence (2016) Tanner Humanities Center Fellowship (2016) University Research Committee Faculty Fellowship (2011) Newberry Library Short-Term Library Research Fellowship (2008) She teaches courses in 19th-Century British Literature, Intellectual Movements, and Honors Thesis/Project supervision. Her external grant (Animal Testing URC, 2017-2018) demonstrates institutional support for her interdisciplinary work.
Huan Zhang serves as an Assistant Professor in the Department of Electrical and Computer Engineering at the University of Illinois Urbana-Champaign (UIUC), with affiliate appointments in the Department of Computer Science and the Coordinated Science Laboratory. His research focuses on building trustworthy AI systems with formal verification techniques to provide provable guarantees for safety-critical applications, particularly in machine learning and neural networks. Dr. Zhang received his Ph.D. in Computer Science from UCLA in 2020, advised by Professor Cho-Jui Hsieh. His academic journey includes an M.S. in Computer Engineering from UC Davis (2014) and a Bachelor of Engineering from Zhejiang University (2012). Prior to joining UIUC, he completed a postdoctoral fellowship at Carnegie Mellon University (2021-2023) with Professor Zico Kolter. Huan Zhang's research program centers on formal verification of machine learning systems, with particular emphasis on neural network verification, AI safety, robustness, and reliability. He pioneered the linear bound propagation-based verification framework that enables formal verification for networks with millions of neurons. His work spans five major research categories: formal verification of machine learning, training trustworthy ML models, machine learning safety and adversarial attacks, reinforcement learning safety, and optimization for scalable machine learning. His CROWN framework (NeurIPS 2018) established a foundational approach for neural network verification through efficient linear bound propagation. His recent publications demonstrate a strategic expansion from foundational verification techniques toward increasingly complex systems including large language models, vision-language models, and robotic control systems. The research trajectory shows a clear progression from theoretical frameworks to practical implementations with real-world applications, particularly in safety-critical domains. His work increasingly bridges formal methods with practical AI deployment requirements. Winner of International Verification of Neural Networks Competition (VNN-COMP) as team leader (2021-2024) Schmidt Futures AI2050 Early Career Fellowship ($300,000 research grant) Adversarial Machine Learning (AdvML) Rising Star Award (2021) IBM PhD Fellowship (2018) Dr. Zhang leads the development of α,β-CROWN, a neural network verifier that has won VNN-COMP 2021-2023, and auto_LiRPA, a PyTorch-based library for perturbation analysis on general computational graphs. He has mentored numerous graduate students from CMU, UCLA, UIUC, and Columbia University. His research is supported by significant funding including the Schmidt Futures fellowship and industry collaborations. He teaches courses including ECE 120, ECE 484, ECE 584, and ECE 598 HZ on topics ranging from computing fundamentals to safe autonomy and machine learning. Dr. Zhang maintains active research collaborations across multiple institutions and is affiliated with UIUC's Coordinated Science Laboratory. His work has significant implications for safety-critical AI applications in autonomous systems, healthcare, and other mission-critical domains where reliability guarantees are essential. He regularly gives guest lectures at institutions including Yale, Stony Brook, and the University of Nebraska Lincoln on formal verification techniques.
Celestine Mendler-Dünner is a Principal Investigator at the ELLIS Institute in Tübingen, co-affiliated with the Max Planck Institute for Intelligent Systems and the Tübingen AI Center. She leads the Algorithms and Society research group, focusing on machine learning in social contexts and the role of prediction in digital economies. Her work bridges theoretical machine learning with practical societal impact, developing tools for safe, reliable, and equitable AI ecosystems. Her educational background includes a PhD from ETH Zurich in collaboration with IBM Research, followed by an SNSF postdoctoral fellowship at UC Berkeley hosted by Moritz Hardt. She was previously a group leader at the Max Planck Institute for Intelligent Systems before joining the ELLIS Institute. Mendler-Dünner's research spans several interconnected themes including performative prediction (where predictions change the behavior they aim to predict), algorithmic collective action (how participants can steer AI systems toward common goals), and the role of LLMs in social science research. Her work combines theoretical foundations with practical implementations, addressing challenges in interactive machine learning, optimization in dynamic environments, and context-specific evaluation of AI systems. She particularly examines how algorithmic predictions mediate services and platforms at societal scale, exploring concepts of economic power in digital markets. Her publication record shows a clear evolution from system-aware machine learning algorithms (including foundational work on IBM Snap ML) toward increasingly sociotechnical questions at the intersection of machine learning, economics, and policy. Recent work focuses on measuring performative power in digital economies, evaluating LLMs as risk scores, and developing frameworks for algorithmic collective action in recommender systems and labor markets. Among her notable recognitions are the ETH Medal for her dissertation, the IBM Research Division Award, the Fritz Kutter Award, and the IBM Eminence and Excellence Award. She is an ELLIS Scholar, a fellow of the Elisabeth-Schiemann-Kolleg, and affiliated with several prestigious research programs including the International Max Planck Research School for Intelligent Systems and the Max Planck ETH Center for Learning Systems. ETH Medal (dissertation award) IBM Research Division Award Fritz Kutter Award IBM Eminence and Excellence Award SNSF Early Postdoc Mobility Fellowship Mendler-Dünner actively mentors the next generation of researchers, advising PhD student Patrik Wolf and supervising research interns including Joachim Baumann, Haiqing Zhu, and Anna Badalyan, as well as Master's student Dorothee Sigg. She serves as core faculty for the International Max Planck Research School and associated faculty for the Max Planck ETH Center for Learning Systems. Her group has secured significant research funding through fellowships and institutional support, enabling work on projects like Powermeter (measuring search engine influence) and Snap ML (resource-efficient machine learning library with over 1 million PyPI downloads). She leads the Algorithms and Society research group, which examines machine learning as part of broader sociotechnical ecosystems. The group explores human-population interactions with algorithmic systems and incorporates these insights into learning system fundamentals. Current projects include investigating economic incentives in digital platforms, developing tools for systematic LLM evaluation in social science contexts, and creating frameworks for collective action in algorithmic systems. Mendler-Dünner also co-organizes the Algorithmic Collective Action workshop at NeurIPS 2025, demonstrating her leadership in emerging research directions at the AI-society interface.
Min Yen Kan is an Associate Professor and Vice Dean of Undergraduate Studies at the National University of Singapore's School of Computing, Department of Computer Science. With a PhD from Columbia University (2002), he leads the Web Information Retrieval / Natural Language Processing Group (WING.NUS) and serves as ACL Ethics Committee co-chair. His research spans Natural Language Processing , Large Language Models , Digital Libraries , and Information Retrieval , with specific focus on scientific discourse analysis, fact verification, and multimodal systems. Current projects include Scholarly Document Information Extraction (TRL 6), Task-Oriented Dialogue Systems (TRL 4), and Recommendation Systems (TRL 5). Recent publications reveal strong trends in LLM limitations (bias, hallucination, evaluation), conversational recommendation systems , and misinformation detection . His work consistently bridges theoretical NLP with real-world applications in digital libraries and scientific communication. Award highlights include: CIKM 2019 Best Paper Award ACL Distinguished Service Awards Vannevar Bush Best Paper Award (JCDL 2012) ACM Distinguished Speaker designation Kan mentors PhD students with placements at Google and USTC, and serves as associate editor for Information Retrieval and survey editor for Journal of AI Research . His lab WING.NUS develops practical tools like SciWING for scientific document processing and FANG for fake news detection. Media engagements include commentary on AI regulations in Southeast Asia and workforce implications in the AI era.
Professor Kathy Bowrey is a leading academic in Intellectual Property Law at UNSW Sydney's Faculty of Law. Her work explores laws shaping knowledge creation, technology, and culture, with expertise in IP, Indigenous rights, and open research advocacy. She holds a Doctor of Juridical Studies from the University of Sydney and a BA LLB from Macquarie University. Her research focuses on historical and contemporary IP frameworks, including their impact on creators, Indigenous communities, and global innovation systems. Notable projects include the ARC-funded 'Producing, Managing and Owning Knowledge in the 21st Century University' (2019–2022), which shaped Australia's open research policies. Awards include the 2022 ANZLHS Book Prize for *Copyright, Creativity, Big Media & Cultural Value* and fellowships at the State Library of NSW and Museum of Applied Arts and Sciences. She co-authored *Adventures in Childhood* (2023), examining IP in toy and media industries, and *David Unaipon* (2023), exploring Indigenous innovation. Professor Bowrey co-leads the International Society for the History and Theory of Intellectual Property (ISHTIP) and advises on national research policies. Her grants include ARC Discovery Projects on Australian copyright history and IP commercialization.
Johnny Golding is a Professor at the Royal College of Art (RCA), School of Arts & Humanities. His career spans roles such as Director of the Centre for Fine Art Research at Birmingham City University, Professor of Philosophy in the Visual Arts & Communication Technologies (2000–2012), and honorary Professorship in Philosophy and Imaging at Dundee School of Art (2009). Born in New York, he holds a PhD from the Universities of Toronto and Cambridge. Education : - PhD in Philosophy from the Universities of Toronto and Cambridge. - Earlier studies in Toronto and New York. Research Interests : Golding’s work explores post-Newtonian analytics, new materialisms, and the erotics of sense as 'radical matter.' His interdisciplinary approach bridges art, philosophy, and 'wild sciences' like AI, robotics, and quantum theory. Key themes include data proliferation's societal impact, emergent systems, and the interplay between art and technology. Recent Articles & Projects : Focus on Data Loam (2020), exploring future knowledge systems through art and science collaborations. Recent works address radical empathy, distributed intelligence, and the ethics of AI. His 2018 opera Entanglement: The Opera and installations like Of The Thick and the Raw exemplify his practice-led philosophy. Grants & Leadership : - Led the Data Loam project (FWF-PEEK funded), involving over 20 artists and scholars. - PI for AiDesign Labs on generative AI at RCA. Labs & Collaborations : - Radical Matter Lab (2017–2018), a pedagogical experiment at RCA. - Collaborations with institutions like the University of Applied Arts Vienna and the British Library.
Roswitha Skare is a Professor of Documentation Science at the Department of Language and Culture, UiT The Arctic University of Norway, within the Faculty of Humanities, Social Sciences and Teacher Education. She is actively engaged in research and teaching, focusing on documentation studies, public libraries, archives, museums (LAM sector), digitalization, and film history. Her research interests include: Documentation and document theory Paratext and digital documents Public libraries and their role in society Libraries and social media Migration and refugee services in libraries Film history, especially silent films and early documentaries Cultural memory and Sámi cultural resilience Institutional convergence in cultural policy Her recent publications (2019–2025) reveal a strong focus on public libraries during and after the Covid-19 pandemic, the role of libraries in supporting immigrants and refugees, theoretical developments in document studies, and historical film analysis—particularly Robert Flaherty’s Nanook of the North . She frequently collaborates with scholars such as Andreas Vårheim, Noah Lenstra, and Sigrid Stokstad. Her work appears in journals like Journal of Documentation , Library & Information Science Research , and Proceedings from the Document Academy . Roswitha Skare teaches courses such as: MDV-1001: Multimediale dokumenter: Historie, teori og analyse MDV-1203: Bibliotek og formidling MDV-1207: Dokumentinstitusjoner og digitalisering MDV-1206: Prosjektoppgave i bibliotek- og dokumentasjonsvitenskap She supervises bachelor’s, project, and master’s students in library and documentation science. She is a member of the research group Engaging Conflicts in a Digital Era (ENCODE) and participates in projects such as LAMCOM – Libraries, archives, and museums in the community and SAMCOM - Sámi cultural centers as community and cultural resilience infrastructure , which explore the societal roles of cultural institutions and Indigenous resilience. No scientific awards are listed in the provided text.
Jakob Foerster is an Associate Professor at the University of Oxford's Department of Engineering Science and a Supernumerary Fellow at St Anne's College. He leads the FLAIR lab, focusing on multi-agent reinforcement learning (MARL), human-AI coordination, and AI foundational research. Previously, he was a Research Scientist at Facebook AI Research (FAIR) and holds a DPhil from Oxford. His work has been cited over 5,000 times and includes seminal contributions like QMIX and the Hanabi Challenge. Research interests span compute-efficient scaling of AI, MARL applications in finance and bio, and ethical AI. He actively collaborates across academia and industry, co-organizing workshops like NeurIPS' Emergent Communication. His lab emphasizes open-ended RL, environment design, and scalable algorithms. Notable awards include the CIFAR AI Chair (2019) and NeurIPS Best Paper Runner-Up (2018). Current efforts include FLAIR's research on zero-shot coordination and the JaxMARL framework. He advises students in Oxford's Engineering DPhil and AIMS CDT programs.
Donald R. Davis, Jr. is Professor and Chair of the Department of Asian Studies at the University of Texas at Austin's College of Liberal Arts. With a PhD from the same institution, he has established himself as a leading scholar in Hindu law and Dharmaśāstra studies. His work bridges religious studies, legal history, and South Asian studies, making significant contributions to our understanding of law and religion in medieval India. Davis earned his PhD from the University of Texas at Austin, where he has built his academic career. His scholarly journey has been deeply rooted in the study of Sanskrit legal traditions and their intersection with religious practice. Professor Davis's primary research concerns the interaction of law and religion in medieval India. He examines both historical evidence for law and legal practice through inscriptions and regional language documents, as well as the Dharmaśāstra tradition as a system of religious law and jurisprudence. His work situates Sanskrit normative texts within historical contexts while exploring their conceptual frameworks. He maintains the Resource Library for Dharmaśāstra Studies and has published extensively on Hindu law, including books such as The Spirit of Hindu Law (2010) and The Dharma of Business (2017). Davis's recent publications demonstrate a continued focus on the intersection of law, religion, and ethics in Hindu tradition. His work explores caste, conservatism, marital ethics, and the historical development of legal thought in India. He frequently draws comparative connections between Hindu legal traditions and other religious legal systems, contributing to broader conversations in legal anthropology and comparative religious law. Professor Davis actively supervises graduate students interested in Dharmaśāstra traditions and their relevance to law, religion, history, politics, and economics in India. He encourages students with broader interests in comparative religious law (Jewish law, Islamic law, Roman law, etc.) and works with those studying various aspects of Hinduism and classical religions in India, particularly in normative and "mainstream" areas such as Vedānta, Pūrva-Mīmāṃsā, Epics, and Purāṇas.
James Hankins is Professor of History in the Department of History at Harvard University's Faculty of Arts and Sciences, located at Robinson Hall 206, 35 Quincy Street, Cambridge, MA 02138. A leading scholar in Renaissance intellectual history, his work focuses on the intersection of political thought, philosophy, and classical traditions within 15th-16th century Europe. His research centers on Renaissance political thought, the history of philosophy, and classical tradition reception, with emphasis on Italian humanism and virtue politics. As Founder and General Editor of the I Tatti Renaissance Library (Harvard University Press) and Associate Editor of the Catalogus Translationum et Commentariorum, he has shaped critical editions and scholarly resources. He is currently completing The Virtue Politics of the Italian Humanists and recently launched The Pratrizi Project on Francesco Patrizi's political theory. Publications reveal sustained engagement with Renaissance philosophy through critical editions, monographs, and editorial projects spanning five decades. Key themes include Platonic theology, civic humanism, and classical philosophy recovery, demonstrating methodological rigor in intellectual history and textual scholarship across European Renaissance contexts. He actively participates in the Harvard Colloquium for Intellectual History. Information regarding students, grants, scientific awards, and laboratory affiliations was not provided in source materials.
André Gagné is a Full Professor and Chair of the Department of Theological Studies at Concordia University, currently on research leave (July-December 2025). His work bridges theology, political science, and sociology with global recognition through 400+ media features in outlets like The New York Times, The Guardian, and Le Monde. Education: Conjoint PhD from Université catholique de Louvain and Université de Montréal M.A. from Université de Montréal B.Th. from Université de Montréal His research centers on Christian Political Thought (examining theology-state dynamics), Global Pentecostal and Charismatic movements (analyzing their sociopolitical impact worldwide), and Reception History of the Bible (tracing interpretive trajectories across cultures). This interdisciplinary approach integrates historical analysis with contemporary case studies, particularly focusing on evangelical movements in the Americas and Europe. His eight books and recent journal articles reveal consistent thematic focus: the weaponization of spiritual warfare rhetoric in politics, apocalyptic narratives in populist movements, and religious violence in Western traditions. The 2024 publications on Trump-era evangelicalism demonstrate methodological innovation through media discourse analysis combined with theological critique. Scientific awards: Newsmaker of the Week (4 times) Newsmaker of the Month (4 times) President's Opinion Leader of the Year (2016) Expert Communicator of the Year (2024) Dr. Gagné supervises MA students in Theological Studies and PhD candidates in Individualized Programs and Humanities. His policy impact is evidenced by service on Public Safety Canada's National Expert Committee on Countering Radicalization to Violence (2023-2025), where he contributed theological perspectives on religious extremism. His media engagement strategy represents a deliberate effort to translate academic research for public discourse. He co-directs the Spirit, State, and Society podcast and maintains affiliations with Concordia's Centre for the Study of Learning and Performance, Université de Sherbrooke's Centre de recherche Société, Droit et Religions, and the multi-university Political Theology Research Group (McGill, Concordia, UdeM, ULaval).
James J. O’Hara is the George L. Paddison Professor of Latin at the University of North Carolina at Chapel Hill. His academic journey includes a B.A. from the College of the Holy Cross and a Ph.D. from the University of Michigan. He has held significant roles, such as Department Chair (2003-2007), Director of Graduate Studies, and President of the Vergilian Society. His research focuses on Greek and Latin poetry, with a special emphasis on the Augustan period, epic, didactic literature, and satire. Education highlights include studies at the College of the Holy Cross (A.B., 1981) and the University of Michigan (Ph.D., 1986). He taught at Wesleyan University before joining UNC in 2001, where he has contributed extensively to teaching and scholarship. Research interests span Latin poetry, particularly Vergil, Catullus, Lucretius, and Ovid. Notable works include Death and the Optimistic Prophecy in Vergil’s Aeneid (1990), True Names: Vergil and the Alexandrian Tradition of Etymological Wordplay (1996), and Inconsistency in Roman Epic (2007). Current projects explore teaching authority in didactic and satirical works. Publications include over 40 articles and book reviews, with a focus on Vergilian studies, Lucretian analysis, and classical pedagogy. Recent lectures address topics like Aeneid Book 8 and Horace’s Ars Poetica . Grants/Awards: James Gilmore Fletcher Whitton Faculty Fellowship (2012), Loeb Classical Library Fellowship (2015-2016), SUTASA Teaching Award (2013). Students: Directed 15+ M.A. and Ph.D. theses, including works on Lucan, Lucretius, and Vergilian reception. Labs/Teams: Collaborative projects include the Focus-Hackett Aeneid commentary series and editorial work for Vergilius . Active in professional organizations like the Vergilian Society and Classical Association of the Middle West and South.
Susan Schreibman serves as Full Professor and Key Domain Chair of Digital Arts and Culture within the Faculty of Arts and Social Sciences at Maastricht University. She concurrently holds board positions at the National Library of Ireland and Research School Media Studies, and serves as Academic Editor for the University of Illinois Press. Her research centers on computationally-driven analysis of digital archives, cultural innovation, and participatory engagement design, with core specializations in Digital Humanities, Media Studies, Literary Modernism, and Irish Cultural Studies. She pioneers methodologies for remediating analog publication modalities into born-digital paradigms while critically examining their societal impact. Analysis of her 2022-2025 publications reveals dominant trends in 3D digital scholarship (particularly multimodal historical narratives like the Battle of Mount Street Bridge project), feminist approaches to digital humanities infrastructure, and social justice applications in archival systems. Her work consistently bridges technical innovation with cultural critique across heritage, education, and gender studies contexts. No scientific awards were documented in the source materials. Professor Schreibman leads significant research initiatives including PURE3D Contested Memories and #dariahTeach, indicating active grant-funded collaborations though specific funding sources remain unmentioned. Her editorial role for University of Illinois Press and co-edited volumes like Feminist Digital Humanities: Intersections in Practice (2025) demonstrate scholarly leadership. She directs the PURE3D project developing 3D reconstructions of historical events, contributes to the #dariahTeach digital humanities education platform, and participates in the IGNITE initiative advancing digital scholarly practices. These efforts operate within Maastricht University's Faculty of Arts and Social Sciences infrastructure with external partnerships at cultural institutions like the National Library of Ireland.
Gerhard Hirschfeld is an Honorary Professor at the Department of History, University of Stuttgart, and has served as Director of the Bibliothek für Zeitgeschichte since 1989. His research focuses on Social and Cultural History of World War I , Comparative Occupation History of World War II , 20th Century Netherlands History , and Academic Emigration post-1933 . He has been a Fellow of the Netherlands Institute of Advanced Studies in the Humanities and Social Sciences (1996/1997, 2006/2007) Fellow of the German Historical Institute London and held leadership roles including Chair of the German Committee for the History of WWII (1991–2000) and President of the International Committee for the History of WWII (2000–2010). His publications span monographs, edited volumes, and essays on occupation policies, collaboration, and exile studies. Recent works emphasize the media representation of WWI , continuity of nationalist rhetoric , and ethical dimensions of historical taboos . He contributes to journals like Zeithistorische Forschungen and Tijdschrift voor Geschiedenis . Scientific awards include Fellowships at NIAS and DHIL Editorial leadership in academic series like Zeit der Weltkriege and Schriften der Bibliothek für Zeitgeschichte and advocacy for interdisciplinary war studies.
