Andreas Vlachos is a Professor of Natural Language Processing and Machine Learning at the Department of Computer Science and Technology, University of Cambridge, and holds the Dinesh Dhamija Fellowship at Fitzwilliam College. His research spans dialogue modeling, automated fact-checking, imitation learning, semantic parsing, biomedical text mining, and trustworthiness in AI systems. PhD in Computer Science, University of Cambridge (supervised by Ted Briscoe and Zoubin Ghahramani) Lecturer at University of Sheffield Postdoctoral roles at UCL, University of Cambridge (NLIP group, Stephen Clark), and University of Wisconsin-Madison (Mark Craven) Current research focuses on evaluating and mitigating biases in language models, advancing fact-checking methodologies, and improving model robustness through interpolation, reinforcement learning, and causal reasoning. His work integrates natural logic, knowledge graphs, and multimodal evidence for verification tasks. Recent publications address uncertainty quantification, temporal planning benchmarks, and ethical framing of NLP artifacts. Grants from ERC, EPSRC, Facebook, Google, and the Alan Turing Institute fund his research team. Collaborations include Sebastian Riedel, Stephen Clark, and Mark Craven. Key projects explore disinformation detection, long-form generation, and confidence calibration in AI systems.
Kevin D. Ashley is a Professor of Law at the University of Pittsburgh School of Law. He is also a senior scientist at the Learning Research and Development Center and an adjunct professor of computer science at the University of Pittsburgh. His interdisciplinary work bridges artificial intelligence, legal analytics, and ethical reasoning. JD, Harvard Law School M.A. and PhD, University of Massachusetts BA, Princeton University His research focuses on computational modeling of legal reasoning , AI and ethics , legal text analytics , and case-based reasoning . He has pioneered AI applications for legal decision support, automated argumentation, and bias detection in legal corpora. Recent publications include studies on large language models in legal annotation, argument mining, and empirical legal analysis. His work has been supported by multiple National Science Foundation grants, emphasizing fairness in AI and access to justice. 2022 Codex Prize for Computational Law 2015 University of Massachusetts Outstanding Achievement Award 2002 AAAI Fellow for AI in Law contributions 2000 Chancellor’s Distinguished Research Award A former President of the International Association for Artificial Intelligence and Law, Ashley has held visiting roles at the University of Bologna, Stanford CodeX, and IBM Watson Research Center. He co-edits the journal Artificial Intelligence and Law and teaches courses on applied legal analytics.
Joep Cornelissen holds a part-time Chair in Strategy and Organization at the University of Liverpool Management School and is a Professor of Corporate Communication and Management at Rotterdam School of Management, Erasmus University. His academic career spans strategic management, organizational theory, and corporate communication. His research interests center on processes of strategizing and organizational change, with a particular focus on innovation, entrepreneurship, and the development of scientific reasoning within management and organization theory. He actively collaborates with entrepreneurs and managers from diverse sectors, including regional development agencies, corporations, NGOs, and startups, to ensure the practical relevance of his work. Currently, he is leading a multi-year project on corporate purpose and sustainability, seeking partnerships in the Liverpool city region and beyond. Professor Cornelissen’s publications reflect a commitment to advancing theoretical and methodological rigor in management studies. Recent work explores the interplay between communication, strategy formulation, and organizational change, while also addressing critical methodological questions such as theoretical triangulation and causal mechanisms. His contributions span both empirical studies and methodological debates, emphasizing the practical implications of organizational research. While specific grants or advising students are not detailed here, Professor Cornelissen collaborates extensively with various organizations to enhance the applied relevance of his research, particularly in the realm of corporate sustainability and strategic change. He is affiliated with the Brett Centre for Entrepreneurship, contributing to research initiatives that bridge academic inquiry and practical business challenges.
Nathan Martin is an Associate Professor of Music Theory at the University of Michigan, School of Music, Theatre & Dance. He joined in 2015 after postdoctoral fellowships at Columbia, Harvard, Katholieke Universiteit Leuven, Hochschule für Musik Freiburg, and Yale. He holds a PhD from McGill University’s Schulich School of Music (2009). His research focuses on the history of music theory and musical form analysis, particularly the works of Jean-Philippe Rameau and their reception among Enlightenment thinkers like Jean-Jacques Rousseau. He integrates intellectual history with practical analytical methods, emphasizing both contextual and emic perspectives. Recent interests include adapting empirical social science and linguistics methods to study musical form. Key publications include articles on Rameau’s harmonic concepts, Rousseau’s musical writings, and global music theory history. His 2014 article on Rameau’s supposition/suspension theories earned the Society for Music Theory’s Outstanding Publication Award. He co-edited Formal Functions in Perspective (2015) and served as co-editor of Music Theory & Analysis until 2019. Professional highlights include the Edward T. Cone Membership at the Institute for Advanced Study (2018–2019) and a 2023 visiting researcher role at the Max Planck Institute for Empirical Aesthetics. His work bridges historical analysis with contemporary empirical approaches, fostering interdisciplinary dialogue in music theory.
Supratik Guha is a Professor at the Pritzker School of Molecular Engineering and Senior Advisor to Argonne National Laboratory's Physical Sciences and Engineering directorate. His work bridges industrial R&D with academic and national lab research, focusing on quantum computing , semiconductor materials , and sensor networks for water and soil monitoring. Guha leads Argonne’s quantum information science strategy and serves as Faculty Director for the University of Chicago Center in Delhi. Education: PhD in Materials Science (USC, 1991), BTech in Engineering Physics (IIT Kharagpur, 1985) Research interests span multiple domains: Quantum technologies focusing on erbium-doped oxides for quantum memory and quantum interconnects Sensor networks for soil and water quality monitoring using cyberphysical systems Nanofabrication techniques including controlled spalling for heterogeneous material integration Advanced memory technologies exploring ferroelectric and optically addressable memory at atomic scales Scientific awards include: Election to National Academy of Engineering (2015) APS Prize for Industrial Applications of Physics (2015) Vannevar Bush Faculty Fellow (2018) Fellow of Materials Research Society and American Physical Society IBM Corporate Award (2013) Advising notable students like Manish Kumar Singh (co-founder memQ ), Cheng Ji (now at Intel), and Vamsi Nittala (now at Micron Technology). His group contributes to major DOE , NSF , and USDA funded projects including: Q-NEXT - DOE National Quantum Information Center AIFARMS - NSF/USDA AI for Agriculture Institute Thoreau Project - Geospatial sensor networks Labs and teams operate across University of Chicago and Argonne National Lab , with facilities for molecular beam epitaxy , nanofabrication , and optical/electrical characterization . The group has spawned startups like memQ (quantum networking) and K1 Semiconductors (wide-bandgap material transfer).
Prof. Stefan Rohdewald is a Professor of East and South-Eastern European History at the University of Leipzig since 2020. Previously, he held positions at Justus Liebig University Giessen (2013-2020), University of Passau (2003-2012), and University of Zurich (1998-2001). His research focuses on transregional histories, religious memory, and intercultural communication in Eastern Europe and the Ottoman sphere. Key roles include coordinating DFG’s Transottomanica program and leading the GiZo partnership with University of Zagreb. Education: PhD (2004, University of Zurich), Habilitation (2012, University of Passau). Research interests span memorial discourses, Ottoman-Europe relations, and sport history. Major projects include studies on Serbo-Bulgarian religious figures and transottoman mobility dynamics. He chairs conferences on minority politics and Ottoman Europe, contributing to over 70 peer-reviewed publications. Award-winning publications include Götter der Nationen (2014) and Vlad der Pfähler (2017). His work bridges Eastern European, Ottoman, and transnational histories through innovative methodological frameworks.
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.
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.
Jinyan Li serves as Professor of Tax Law at Osgoode Hall Law School, York University, where she previously held the position of Interim Dean and currently co-directs the LLM Tax program while serving as academic director of the Professional Graduate Studies Program. Her educational qualifications include: BA from UIBE (China) LLB from University of Toronto LLM from Queen's University DJur from Osgoode Hall Law School She is an active member of the Bar of Ontario. Professor Li's research spans tax law and policy with specialized expertise in international taxation frameworks, social income support systems, Chinese tax evolution, and e-commerce taxation challenges. Her scholarly work has significantly shaped legal discourse, with multiple citations by Canadian judicial authorities including the Supreme Court of Canada in landmark cases such as Deans Knight Income Corp. and Alta Energy . Her publication history demonstrates consistent focus on comparative tax systems and policy development, particularly examining Chinese tax structures and global digital economy implications. This trajectory reflects deepening engagement with international tax coordination mechanisms and equity considerations in fiscal policy. Her distinguished recognition includes: Tax Excellence Award (2021) from the Ontario Bar Association Lifetime Contribution Award (2017) from the Canadian Tax Foundation Academic Excellence Award (2007) from the Canadian Association of Law Teachers D.J. Sherbaniuk Distinguished Writing Award (1999) York University Research Leader (2017) Teaching Awards (2004, 2014) Professor Li actively supervises LLM and PhD candidates specializing in tax law and social income support policy, maintaining close mentorship with students including Lawrence, Sonia McCamus, and John D. Her externally funded research has received substantial support from governmental bodies including the Department of Finance and National Revenue, alongside international institutions such as the IMF, OECD, and Asian Development Bank where she served as consultant. She leads research initiatives through the LLM Tax program and organizes high-impact academic events, recently co-hosting the 2022 Pillar Two symposium and Women with Disabilities: Income Security and Tax Policy conference, demonstrating ongoing commitment to contemporary tax challenges and inclusive policy development.
Laura Maria Lojo Rodriguez is a Professor in the Department of English and German Philology at the University of Santiago de Compostela , specializing in British literature and modernist/postmodernist fiction. She leads the Discourse and Identity research group (GI DI-1924), focusing on English language, literature, and culture through interdisciplinary frameworks. Her work intersects with the Humanities Research Institute (iHUS) . Her research spans: Gender and identity in Woolfian studies Migration narratives in contemporary short fiction Postcolonial themes in British-Irish literature Ecocritical and posthuman anxieties in Johnson's works Recent publications examine border politics, maternal discourses, and cross-cultural literary bonds. She has also contributed to translation studies, particularly Woolf's Spanish reception. Her academic output bridges literary theory with socio-political analysis.
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.
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.
Wang Ning is a distinguished Professor of English and Comparative Literature with affiliations at Tsinghua University (part-time) and Shanghai Jiao Tong University. His career spans prestigious roles including Zhiyuan Chair Professor (2009–present) and Changjiang Distinguished Professor (2013–present). Born in 1955, he holds academic qualifications from institutions in China, Europe, and North America. Research interests focus on cosmopolitanism, translation studies, Northrop Frye's mythopoeia, cultural studies, and Chinese-Western comparative literature. He has secured over ten grants since 1991 aimed at introducing European theory to China and has conducted research across Europe, North America, and Australia as a visiting professor/research fellow. Key achievements include the Changjiang Scholars Award (2013), membership in Académé de la Latinité (2010), and fellowships at Cambridge and Gottingen Universities. He co-founded Chinese editions of New Literary History and Critical Inquiry , advancing transnational literary discourse. Wang has delivered keynote lectures globally and led initiatives to bridge Chinese and Western literary traditions. His work emphasizes global literary dynamics, translation’s role in cultural exchange, and reinterpreting modern Chinese literature within global contexts.
Costanza Beltrami is a Senior Lecturer at Stockholm University in the Department of Culture and Aesthetics. She is a dedicated art historian with a focus on Gothic art and architecture of the late fifteenth and early sixteenth centuries, particularly in the Spanish region of Castile and its international connections. Her research interests include architectural drawings, collaboration, transculturation, and temporality in architecture. Dr. Beltrami teaches courses on Medieval and Renaissance art and architecture from Cordoba to Florence. Her academic background includes studying Art History at the Courtauld Institute of Art in London and working at the University of Oxford/St Catherine's College before joining Stockholm University. Her research has focused on late-Gothic architecture, including a monumental drawing of a tower from Rouen cathedral and ornament prints as artists' models. She is Reviews Editor for the Journal of the British Archaeological Association and has completed her PhD thesis on Juan Guas (active 1453–1496), the leading architect of late fifteenth-century Spain. She is currently working on a book project about collaboration, artistic identity, and the geographies of exchange in late-Gothic Castile. Her co-edited volume "Art, Travel and Exchange between Iberia and Global Geographies, 11400–1550" challenges traditional narratives about Iberian art history and emphasizes multi-directional cultural exchange. Dr. Beltrami's recent research includes editing a special issue on portable drawings and paper in Medieval and Gothic architecture. Her work explores how architectural practices in Castile demonstrate fascinating questions regarding migrant networks, cultural contact, the meanings of architecture, and the role of art in debates on national identity from the 15th century to the present.
Dr. Yildiz Bayazitoglu is the Harry S. Cameron Professor of Mechanical Engineering and Professor of Materials Science and NanoEngineering at Rice University since 1996. She joined Rice in 1977 and has held prior roles as an assistant professor at Middle East Technical University (1973–74) and a visiting assistant professor at the University of Houston (1975–76). Her education includes a B.S. from Middle East Technical University (1967), and M.S. and Ph.D. from the University of Michigan (1969 and 1974). Her research focuses on convective heat transfer with phase change , micro/nano-scale heat transfer , and radiation heat transfer . Key areas include thermal modeling of biomedical systems, containerless materials processing, and fuel cell design. She has pioneered work on nanofluids, interfacial thermal resistance, and radiation shielding for aerospace applications. Dr. Bayazitoglu has published over 200 technical papers and holds patents in thermal engineering. She authored two heat transfer textbooks and serves as Editor-in-Chief of the International Journal of Thermal Sciences . Her honors include ASME’s Heat Transfer Memorial Award, AAAS and AIAA Fellowships, and membership in the Turkish Academy of Sciences. Education: B.S., Middle East Technical University (1967) M.S., University of Michigan (1969) Ph.D., University of Michigan (1974) Leadership Roles: Former Vice-President of the International Center for Heat and Mass Transfer (2019–2021) Member of Turkish Academy of Sciences Energy Sources Committee (2017–2018) Her work bridges thermal engineering with biomedical, aerospace, and materials science applications, emphasizing practical solutions to complex thermal challenges.
