University of California, Los AngelesUnited States
Kai-Wei Chang is an Associate Professor at the University of California, Los Angeles (UCLA) in the Department of Computer Science, part of the Henry Samueli School of Engineering. He is also an Amazon Scholar at Alexa AI, focusing on advancing trustworthy AI and multimodal foundation models. His research bridges NLP, machine learning, and ethical AI, with a focus on fairness, robustness, and bias mitigation in language and vision-language systems. Education: Ph.D. in Computer Science (UIUC, 2015), M.S. and B.S. in Computer Science and Electrical Engineering from National Taiwan University. Research Interests: Trustworthy NLP (fairness, robustness), Multimodal Foundation Models (e.g., VisualBERT, GLIP), Reasoning in LLMs, and mitigating societal biases in AI systems. Notable contributions include pioneering work on aligning NLP models with human values and developing SOTA multimodal models like DesCo and GLIP. Awards: Sloan Research Fellowship (2021), Okawa Grant (2018), EMNLP Best Paper (2017), KDD Best Paper (2010). His work is funded by NSF, IARPA, ONR, and industry partners like Amazon, Google, and Facebook. Service: VP-Elect of SIGDAT, Ethics Committee Chair (NAACL 2022), Organizer of Trustworthy NLP Workshops, and Senior Area Chair for top conferences (ACL, NeurIPS, AAAI). Labs/Teams: Leads the UCLA Natural Language Processing Group, fostering interdisciplinary research on ethical AI and multimodal systems.
Tal Malkin is a Professor of Computer Science at Columbia University, directing the Cryptography Lab and serving as inaugural chair of the Cybersecurity Center at Columbia's Data Science Institute. She holds a Ph.D. from MIT (2000), joined Columbia after AT&T Labs research experience, and focuses on cryptography, security, complexity theory with applications in secure computation, zero-knowledge proofs, and privacy-preserving systems . Education: B.S. in Math and Computer Science, Bar-Ilan University M.S. in Computer Science, Weizmann Institute of Science Ph.D. in Computer Science, MIT (2000) Research Interests: Malkin's work spans foundational and applied cryptography, including homomorphic encryption, lattice-based protocols, attribute-based encryption, and tamper-resilient systems . She explores intersections with machine learning and information theory , addressing challenges in multi-party computation , public-key encryption , and side-channel resistance . Scientific Contributions: Her publications include breakthroughs in non-malleable codes , secure computation , and privacy-preserving databases . Notable works involve continual leakage resilience , optimally-fair coin tossing , and garbled circuits for efficient cryptographic protocols. Awards & Grants: Recipient of the NSF CAREER award, IBM and Google faculty research awards, and the IACR Fellow designation. Her research is funded by NSF, NSA, DHS, NYSIA, IARPA, and industry partnerships with Google, IBM, Mitsubishi, and NEC. Professional Leadership: Former conference chairs at CRYPTO 2021 , CCS 2017 , and CT-RSA conferences. Active in program committees for over 20 leading cryptography and security events, including FOCS , Eurocrypt , and Real World Crypto . Advising: Supervised numerous Ph.D. students and postdoctoral researchers, including Marshall Ball , Chengyu Lin , and Negev Shekhel Nosatzki . Her lab has mentored graduates like Ghada Almashaqbeh (2019) and Fernando Krell (2016), focusing on decentralized networks , secure learning , and cryptographic primitives .
Gretchen A. Macht is an Associate Professor in the Department of Mechanical, Industrial and Systems Engineering at the University of Rhode Island, College of Engineering. She specializes in Human Systems Engineering, with research emphasizing team performance, sustainability, electric vehicles, solar energy systems, and voting systems. Her work bridges engineering, ergonomics, and public policy. Her research interests focus on understanding and optimizing human-centered systems. She investigates team communication and performance through fuzzy cognitive maps and entropy modeling, develops sustainable design practices for products and energy systems, and analyzes user behavior in electric vehicles and solar installations. A significant portion of her research is dedicated to election systems, where she uses simulation to improve accessibility, safety, and efficiency of in-person voting, particularly during public health crises. Her recent publications span topics such as EV charging behavior, solar installation safety, voting simulation, and team dynamics. These works reflect interdisciplinary trends combining systems engineering, data analytics, ergonomics, and sustainability science. She frequently employs simulation, naturalistic data analysis, and human factors methodologies. Dr. Macht has secured substantial grant funding from organizations including the U.S. Election Assistance Commission, National Science Foundation, MIT, and Democracy Fund. She serves as Principal Investigator (PI) or Co-PI on projects related to election systems (e.g., SMILE, URI VOTES), ergonomic redesign of protective gear, and community solar development. She leads the SIS Lab and the URI VOTES initiative, fostering collaborative research on simulation and system design. Her lab supports graduate students in conducting impactful research at the intersection of engineering and societal challenges. Notable grants include: PI, MIT: “Voting in Person - White Paper” (2023) PI, US EAC: “SMILE 2.0” (2022) PI, Democracy Fund: “URI VOTES Pocket Guide Tool” (2022) Co-PI, NSF: “Election Science: Convergence Accelerator Workshop Proposal” (2021) PI, US EAC: “SMILE: Simulation Models for an Immersive Learning Environment” (2021) She has advised several graduate students, including Mehrsa Khaleghikarahrodi, Nicholas D. Bernardo Jr., and Tim Jonas, whose research aligns closely with her focus areas in EVs, elections, and team performance.
Professor Elaine Fahey is a leading scholar in EU law and global governance at the City Law School, City St George's, University of London, where she serves as Professor of EU Law and Deputy Head of Department (academic programmes). She is co-convener of the Institute for the Study of European Law (ISEL) and the UACES James Madison Trust EUFUtures initiative (2022–2025). Her academic career includes visiting professorships at Washington College of Law (American University), Keio University, and NYU, as well as fellowships at the European University Institute and the University of Graz. LLB, Trinity College Dublin LLM, Sidney Sussex College, University of Cambridge PhD, Trinity College Dublin Barrister-at-Law, Honorable Society of King’s Inns, Ireland Attorney-at-Law, State of New York Senior Fellowship, Higher Education Authority UK Her research focuses on the intersection of EU law with global governance, digital regulation, transatlantic relations, and the Area of Freedom, Security and Justice. She explores how the EU navigates legal frameworks beyond the nation-state, particularly in digital trade, cybersecurity, and data protection. Her work critically examines the EU’s role as a global regulatory actor and its interactions with international institutions. Her extensive publication record includes the monograph The EU as a Global Digital Actor (Hart, 2022) and numerous articles on digital sovereignty, data transfers, and transatlantic cooperation. Recent research analyzes the EU–US Trade and Technology Council (TTC), the evolution of the Privacy Shield, and strategic litigation in digital rights. Her work reveals a strong trend toward understanding how soft law, institutional design, and judicial decisions shape EU external relations and digital governance. Erasmus+ Jean Monnet Chair in Law & Transatlantic Relations (2019–2022) Emile Noël Fellow, NYU Law School Max Weber Fellow, European University Institute Senior Land Steiermark Fellow, University of Graz Senior Fellowship, Higher Education Authority UK Professor Fahey has supervised multiple PhD students, including Isabella Mancini, Giulio Kowalski, and Christos Karetsos, on topics such as algorithmic collusion, digital markets, and investment law. She has led significant research projects, including the ESRC-funded TRILATTRADE grant and the Marie Curie ITN on EU and Transatlantic Investment and Trade (EUTIP). She previously held leadership roles as Associate Dean (International) and interim Associate Dean (Research) at the City Law School. She is an elected member of the EU Studies Association (EUSA) Executive (2021–2025). She has also contributed to public policy through briefings for the Welsh Parliament and reports on CJEU litigation in Ireland. She is associated with research initiatives such as the Institute for the Study of European Law (ISEL) and has collaborated on interdisciplinary projects on Facebook regulation, transatlantic relations, and EU technological sovereignty. Her work bridges legal scholarship, policy, and international academic collaboration.
Professor Jennifer Payne is Warden of Merton College, Oxford, and a leading authority in company law, corporate finance law, financial regulation, and corporate insolvency. She has authored numerous influential books and articles, and holds significant editorial and advisory roles in the academic and policy-making spheres. Research Interests: Company law and corporate governance Corporate finance and securities regulation Financial regulation and policy Corporate insolvency and debt restructuring Comparative and European financial law Her work spans both theoretical and practical dimensions, with a strong focus on regulatory frameworks, legal reforms, and cross-border financial issues. She has contributed extensively to policy debates and legal developments in the UK and EU. Scientific Awards & Honors: Elected to membership of the International Insolvency Institute (2016) Member of ESMA’s Securities and Markets Stakeholders Group (2016–2018) Member of ESMA’s Corporate Finance Standing Committee Consultative Working Group (2015–2017) Law Delegate of Oxford University Press (2020–present) Expert Advisory Panel member to the Law Commission on Intermediated Securities and Digital Assets Editorial & Advisory Roles: Founder editor, Journal of Corporate Law Studies Founder editor, Oxford Business Law Blog Review Articles editor, Oxford Journal of Legal Studies Contributor to Palmer’s Company Law Visiting Positions: She has held visiting professorships at Melbourne Law School, National University of Singapore, and the University of Auckland, reflecting her international academic influence.
Joseph Felter is a Research Fellow at the Hoover Institution (Stanford University) and the William J. Perry Fellow at the Center for International Security and Cooperation. His career bridges academia, military service, and policy advising, with expertise in counterinsurgency, national security, and US-China relations. He coauthored the influential book Small Wars, Big Data: The Information Revolution and Modern Conflict (2018) and developed the Hacking for Defense curriculum to connect military needs with Silicon Valley innovation. Military Background: Former US Army Special Forces officer with combat deployments in Panama, Iraq, and Afghanistan. Served as commander of the COMISAF Counterinsurgency Advisory and Assistance Team. Academic Roles: Assistant Professor at West Point’s Department of Social Sciences, Adjunct Associate Professor at Columbia University’s School for International and Public Affairs, and current codirector of Stanford’s Empirical Studies of Conflict Project. Research Focus: Politically motivated violence, economic development in conflict zones, and defense innovation. His work appears in top journals like American Economic Review and Journal of Conflict Resolution . Policy Engagement: Key advisor on US defense strategy (2017–2019) and founder of BMNT, a Silicon Valley defense technology incubator. Currently serves on Spirit of America’s board. Scientific Awards: Recognized as a William J. Perry Fellow and US Army War College Fellow. His empirical conflict research informs both academic and policy debates.
Rahul Mukherji is a Professor at the Department of Political Science, South Asia Institute, Heidelberg University. He has held visiting positions at institutions including the University of Goa, Tata Institute of Social Sciences, and Fudan University. His research spans Indian politics, political economy, international relations, and climate policy. Education: PhD in Political Science, Columbia University (1999) M.Phil and MA in South Asian Studies, Jawaharlal Nehru University (1992, 1990) Bachelor in Economics (Honours), Delhi University (1988) Mukherji examines democratic backsliding , climate governance , and political economy of reforms in India. His recent work explores the intersection of COVID-19 and authoritarian trends , alongside state capacity in welfare delivery. Scientific Awards NUS Award for Research Excellence (2014, 2012) President’s Fellow, Columbia University (1997-1999) Ambedkar Overseas Fellow in International Relations (1993-1996) Mukherji serves on the editorial boards of journals like India Review , Pacific Affairs , and Governance . He is series editor for Oxford Institutions and Development in South Asia and editor of Indian Politics and Policy .
Laverne Jacobs, PhD, is a Full Professor at the University of Windsor's Faculty of Law where she holds the Research Chair in Disability Equality & Administrative Justice. She serves as the founder and Director of the Law, Disability & Social Change Project, a research and public policy center dedicated to fostering inclusive communities. Notably, Professor Jacobs was elected to the United Nations Committee on the Rights of Persons with Disabilities in 2022, becoming the first Canadian to serve on this UN Human Rights Treaty Body. She also serves as Co-Director of the Disability Rights Working Group at Berkeley Law's Center for Comparative Equality & Anti-Discrimination Law and previously held the position of Associate Dean (Research & Graduate Studies) for the Faculty of Law from 2018-2021. B.A. (Honours), McGill University, 1994 LL.B., McGill University, 1999 B.C.L., McGill University, 1999 Ph.D., Osgoode Hall Law School, York University, 2009 Professor Jacobs' research sits at the intersection of disability equality law and administrative law and justice, characterized by an interest in the everyday work of the administrative justice system and the lived experiences of people who use it, particularly persons with disabilities. Her work spans disability rights, administrative justice, human rights law, socio-legal theory, and empirical research methodologies. She has made significant contributions to understanding accessibility legislation, transportation inequality, post-secondary education access for students with disabilities, and the implementation of disability equality principles in administrative decision-making. Her scholarship bridges theoretical legal frameworks with practical applications, emphasizing citizen participation in policy development and the importance of inclusive design in legal systems. Analysis of Professor Jacobs' recent publications reveals a consistent focus on how administrative law can better serve persons with disabilities through inclusive design and accessible processes. Her work demonstrates growing attention to intersectional issues, particularly how women with disabilities experience administrative systems, and increasingly examines the implementation challenges of accessibility legislation across Canadian jurisdictions. She frequently employs empirical research methods to ground her legal analysis in real-world experiences of marginalized communities. Scientific Awards and Honors: Canadian Bar Association Touchstone Award (2021) Canadian Association of Law Teachers (CALT) Academic Excellence Award (2022) Hummingbird Award from the Disabled Women's Network of Canada (DaWN), 2022 Election to the United Nations Committee on the Rights of Persons with Disabilities (2022) Professor Jacobs has held significant leadership roles including service on the Board of Directors of the Income Security Advocacy Centre and the Canadian Institute for the Administration of Justice. Through her role as Director of the Law, Disability & Social Change Project, she has secured research funding to support policy-relevant scholarship on disability rights and administrative justice. Her work has influenced accessibility legislation development across Canada, particularly through her annotated version of the Accessible Canada Act. She provides expert consultation to government bodies and international organizations on disability rights implementation. The Law, Disability & Social Change Project serves as Professor Jacobs' primary research hub, bringing together interdisciplinary scholars, disability advocates, and policy makers to develop practical solutions for creating more inclusive legal and administrative systems. The project has produced numerous research reports, policy briefs, and public resources that translate academic research into actionable recommendations for improving accessibility and disability equality in Canadian society.
Patrick McDaniel is a Professor in the School of Computer, Data & Information Sciences at the University of Wisconsin-Madison. He is a Fellow of IEEE, ACM, and AAAS, and leads the MadS&P (UW-Madison Security and Privacy) group. His research spans computer and network security, adversarial machine learning, and technical public policy. Academic Affiliation : Tsun-Ming Shih Professor of Computer Sciences Key Research Areas : Mobile/IoT security, election systems security, AI policy Research Trends : His recent publications and funded projects focus on adversarial machine learning, SDN security, and robustness of AI systems. Keywords include cybersecurity, machine learning, network security, and privacy. Grants and Leadership : He has secured over $5M in NSF funding for end-to-end trustworthiness of ML systems and leads collaborative projects with Army Research and UW-Madison. Awards : Multiple best/most influential paper awards (ICSE 2015, PLDI 2014, ACSAC 2024, EthiCS 2023) Advising : Mentored 13+ PhD students and postdocs now at top institutions like Google, Purdue, and University of Toronto
Dr. Soonja Choi is a Research Professor in the Comparative Psycholinguistics Group at the University of Vienna and Director of the Korean Studies Program at San Diego State University (SDSU), where she holds the title of Professor Emerita of Linguistics. She earned her Ph.D. in Linguistics from the University of Buffalo (1986) and holds advanced degrees from institutions in France and South Korea. Her research focuses on language and thought, semantics, spatial language, and Korean linguistics, with a particular emphasis on cross-linguistic studies of spatial categorization and its cognitive implications. Research Contributions: Her work has explored how language influences spatial perception and cognition, notably through long-term collaborations with the Max Planck Institute for Psycholinguistics and the National Science Foundation. Key contributions include studies on spatial term development in Korean/English children and cross-linguistic comparisons of spatial semantics between German, Korean, and English. Grants & Awards: Secured over $1.4M in grants including a EUR 600,000 Vienna Science Fund grant (2016-2020) and multiple NSF awards. Elected to the Academy of Europe (2019) as an Ordinary Member. Professional Roles: Served as Chair of SDSU's Department of Linguistics and Oriental Languages (1997-2000, 2001-2002), Graduate Advisor (multiple terms), and editorial board member for Language, Interaction, and Acquisition . Active in academic governance and international linguistic organizations.
Bernhard J. Berger is a Lecturer in the Department of Computer Engineering at the Institute of Embedded Systems, Hamburg University of Technology (TUHH). His research focuses on software security, static code analysis, machine learning, optimization, and research data management. He has held significant roles such as Program Committee member for ICPC 2025 and MSR 2025, and has received awards including the Best Reviewer Award (ICPC 2023) and Best Engineering Paper Award (SCAM 2019). His work spans interdisciplinary applications including maritime systems security, GPU-accelerated AI, and evolutionary algorithms. Recent studies emphasize AI-driven security tools (e.g., ML-SAST) and domain-specific language approaches to optimization (EvoAl). He has contributed to over 30 peer-reviewed publications, with notable work in IEEE Transactions on Software Engineering and Science of Computer Programming. Berger collaborates closely with industry through DAAD review committees and serves on artifact evaluation boards for ISSTA and ARES conferences. Education: Doctoral Thesis (2022), Diploma in Computer Science (2007) Key Projects: ArchSec tool suite, Threat Modeling Frameworks, Bauhaus static analysis methodology Lab Affiliation: Embedded Systems Design Group His advisory roles include Deputy of TUHH's Election Verification Committee and Session Chair at IEEE Congress on Evolutionary Computation 2023. Current research trends integrate machine learning with static analysis for automated vulnerability detection, while also exploring explainable AI techniques for neural network optimization.
Dr. Herb Lin is the Hank J. Holland Fellow in Cyber Policy and Security at the Hoover Institution and Senior Research Scholar for Cyber Policy and Security at the Center for International Security and Cooperation (CISAC), both at Stanford University. He also serves as Chief Scientist, Emeritus for the Computer Science and Telecommunications Board of the National Academies, where he worked from 1990 to 2014, and as Adjunct Senior Research Scholar and Senior Fellow in Cybersecurity at Columbia University's Saltzman Institute for War and Peace Studies. Dr. Lin received his doctorate in physics from MIT, providing him with a strong technical foundation that informs his policy work at the intersection of technology and national security. His academic background bridges the gap between deep technical understanding and policy application in the cybersecurity domain. Dr. Lin's research focuses on the policy dimensions of cybersecurity and cyberspace, with particular emphasis on offensive cyber operations as instruments of national policy, information warfare, and influence operations affecting national security. His work addresses critical challenges at the intersection of emerging technologies like artificial intelligence, quantum computing, and their implications for nuclear security, election integrity, and democratic processes. He has been instrumental in analyzing how cyber capabilities are transforming traditional security paradigms and how policy frameworks must adapt to these changes. His extensive publication record reveals a consistent focus on the evolving relationship between cyber capabilities and national security strategy. Lin's work demonstrates increasing attention to the implications of artificial intelligence for warfare, the vulnerabilities created by quantum computing for current cryptographic systems, and the growing threat of cyber-enabled information warfare to democratic institutions. His research trajectory shows a progression from traditional cybersecurity issues toward the broader implications of digital technologies for national and international security. Member of Science and Security Board of Bulletin of the Atomic Scientists Served on President Obama's Commission on Enhancing National Cybersecurity (2016) Regular congressional testimony on cybersecurity matters Contributor to Stanford Emerging Technology Review As a mentor and collaborator, Dr. Lin works extensively with policymakers, military officials, and technology experts to translate complex cybersecurity concepts into actionable policy recommendations. His approach emphasizes practical solutions to emerging threats while recognizing the technical limitations and policy constraints that shape real-world security outcomes. Dr. Lin is associated with multiple research initiatives including Stanford's Center for International Security and Cooperation and the Stanford Emerging Technology Review, which aim to connect technological advances with policy considerations for national security decision-makers.
Dr. Jonathan Bright is a Senior Research Fellow and Associate Professor at the Oxford Internet Institute, University of Oxford , specializing in computational approaches to the social and political sciences. His research explores how digital technologies reshape political participation and how new data sources enhance governmental decision-making. Research Interests: Focused on social media, political behavior, computational social science, and big data , Bright’s work addresses digital governance, algorithmic bureaucracy, and the dynamics of political fragmentation online. His empirical studies span open government data usage, crowdsourced geographical information, and the impact of neighborhood effects on data completeness. Scientific Contributions: Leading studies on algorithmic governance in UK local authorities (2020) Investigating geodemographic biases in crowdsourced platforms like OpenStreetMap (2018) Mapping political fragmentation in social media ecosystems (2018) Grants & Collaborations: Funded by UK taxpayers, ESRC, and Google, his work intersects with projects on vaccine misinformation, hate speech monitoring, and digital economies. Formerly held positions as Research Fellow and Research Associate at OII from 2013 to present.
Seth Lewis Gilbert is a Professor and Head of the Department of Computer Science at the National University of Singapore (NUS), within the School of Computing . He holds the Dean's Chair Associate Professor title and focuses on algorithms for large-scale distributed systems , emphasizing scalability and fault-tolerance . His work spans wireless networks , contention resolution , dynamic networks , and blockchain protocols . Ph.D. in Computer Science, MIT (2007) M.S. in Computer Science, MIT (2003) B.S. in Electrical Engineering & Mathematics, Yale University (1999) His research explores trusted coordination in systems with untrusted and unreliable participants, addressing challenges like Byzantine agreement , load balancing , and contention resolution . He has pioneered formal frameworks for accountability in distributed protocols and developed novel algorithms for asynchronous task allocation . Recent publications include work on consensus protocols , leader election , and contention resolution , reflecting his focus on dynamic network environments . His research has earned recognition at venues like DISC, ICDCS, and CCS. Scientific Awards & Honors : Young Researcher Award (NUS, 2014) Faculty Teaching Excellence Award (2013/14, 2014/15, 2015/16) School of Computing Teaching Excellence Honour Roll (2016-2021) Best Paper Awards at DISC (2023, 2022), ICDCS (2022), IPDPS (2022) Best Student Paper Award at DISC (2022) He serves on the Steering Committee for DISC as Treasurer and has chaired program committees for DISC, OPODIS, and SPAA. His work bridges foundational algorithmic theory with practical applications in blockchains and dynamic networked systems .
Edward D. Mansfield is the Hum Rosen Professor of Political Science and Director of the Christopher H. Browne Center for International Politics at the University of Pennsylvania. His research focuses on international political economy, international institutions, and security, with notable works like Electing to Fight and Power, Trade, and War . He holds a B.A., M.A., and Ph.D. from the University of Pennsylvania. Prior to Penn, he taught at Columbia University and Ohio State University. Education: B.A., M.A., Ph.D. in Political Science and History from the University of Pennsylvania (1984–1989). Research Interests: International Relations Theory, International Political Economy, International Security, Globalization, and Trade Policy. Articles and Publications: Mansfield has authored over 15 books and numerous articles in top journals like International Organization , World Politics , and Proceedings of the National Academy of Sciences . Recent work addresses trade wars, democratic transitions, and the globalization backlash. Awards: Fellow of the American Academy of Arts and Sciences (2024), Karl W. Deutsch Award (2000), Lepgold Prize (2005). Grants and Advising: His research has been supported by grants from the Guggenheim Foundation, Mershon Center, and United States Institute of Peace. He has advised numerous graduate students and served in leadership roles at Penn and the International Studies Association. Labs and Teams: Director of the Christopher H. Browne Center for International Politics, which focuses on global governance and security.
