The 28th International Joint Conferences on Artificial Intelligence (IJCAI) was held from August 10th – 16th, in Macao, SAR, China. WeBank, the first private and digital bank in China, contributed to the event with multiple academic research findings, and demonstrated great engagement in IJCAI by organizing a heavy-weight workshop FML’19 (the 1st International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality).
100+ World-leading Scholars Discussed Academic Frontier at the 1st International Workshop on Federated Machine Learning
The idea of adopting FML in AI for data confidentiality and user privacy was coined by WeBank in China. In a bid to promote this emerging AI technology, WeBank, IBM and other organizations jointly held the 1st International Workshop on Federated Machine Learning in conjunction with IJCAI 2019. 100+ leading scholars with insight in FML from home and abroad were invited to share cutting-edge academic findings and most advanced applications. President of IJCAI, Chief AI Officer of WeBank Professor Qiang Yang delivered opening remarks. Dr. Shahrokh Daijavad from IBM and Dr. Jakub Konečný from Google delivered keynote addresses. The moderator of panel discussion, AI Principal Scientist of WeBank Dr. Lixin Fan joined panelists including Professor Benny Pinkas from Bar-Ilan University, Dr. Shahrokh Daijavad of IBM Academy of Technology, Chief Architect of Squirrel AI Dr. Richard Tong, Research Scientist of Google Dr. Jakub Konečný, Dr. Baofeng Zhang from CTO Office of CBG Software in Huawei, Executive VP of Clustar Dr. Junxue Zhang, VP of AI Institute in Sinovation Ventures Dr. Ji Feng and other experts in exchanging thoughts on the way ahead for FML.
Take Stock on 40 Years’ Achievement of AI in China – Panel Discussion Featuring Chinese Characteristics
Elements of previous conferences including Traditional AI Session, Industry Day focused on industrial application and Best Paper Awards Session were inherited in this year’s IJCAI. IJCAI-19 also opened panels and workshops under the new agenda with a focus on most-discussed topics e.g., data privacy and AI universality. Chief AI Officer of WeBank Professor Qiang Yang engaged in multiple agendas as the President of IJCAI-19 and chair of two panel discussions namely AI in China, AI and User Privacy.
Panelists of “AI in China” include Academician of Chinese Academy of Sciences Bo Zhang, Academician of Chinese Academy of Engineering Wen Gao, Dean of School of AI of Nanjing University Professor Zhihua Zhou, Professor Pascale Fung of Department of Electronic and Computer Engineering of HKUST, Professor Tong Zhang of HKUST, CEO of 4Paradigm Wenyuan Dai. These leading figures in China’s AI sector shared stories within the industry. This theme, with its unique historic significance, added weight to IJCAI-19.
IJCAI-19 also witnessed the founding of the Guangdong–Hong Kong–Macao Greater Bay Area on AI and Robotics Federation. Announced at “AI in China” Panel, the establishment of this new Federation requires the three academic societies to pool leading scholars and experts in AI and robotics within their localities. The merge was widely supported, acclaimed and recognized across the industrial sector and the government as it will further promote cohesion of talents, spawning of scientific innovation, R&D and application of key technologies in China.
“AI and User Privacy” Panel was joined by Director of IEEE Standards Association Victoria Wang, Professor Pedro Domingos of University of Washington, Director of Swiss Re Institute Jeffrey Bohn, Senior Research Scientist of WeBank AI Dr. Yang Liu and a host of experts and scholars to further discussions on how to promote technology development and legislation process simultaneously, which is helpful to addressing the user privacy issue in the current stage of AI development.
WeBank Shared New Insight on AI Safety Workshop
Besides user privacy as discussed in the panel discussions, data confidentiality also represents a common concern in the age of big data. At the AI Safety 2019 Workshop, Senior Research Scientist of WeBank AI Dr. Yang Liu delivered a speech themed Federated Machine Learning (FML), and shared in-depth insight on how to safeguard user privacy and AI safety as well as a number of technologies for privacy protection. She also elaborated on three categories of FML, namely Horizontal Federated Learning, Vertical Federated Learning, Federated Transfer Learning. According to Dr. Liu, data confidentiality and user privacy are the two major challenges in the age of big data, particularly challenging for financial, medical, legal and other data sensitive industries, whereas FML is a great solution to both challenges.
AI Enabling Contextualized Application in Finance – WeBank Shared Insight on Digital Innovative Transformation
While FML serves as the theoretical basis, the application of FML represents a common concern for all walks of life. Challenges before the highly digitalized financial sector manifest even greater complexity and risk. At Industry Day in IJCAI 2019, Deputy Managing Director of WeBank AI Tianjian Chen shared in-depth insight on digital banking business in the financial sector under the theme “AI in Digital Banking”, and elaborated on the important role that AI plays in digital banking. Given the challenges of AI application in the financial sector, he pointed the way ahead for the new generation of AI. “Safety, fairness, data protection are major challenges in the application of AI in the banking sector,” he said. “FML is potentially the new path to take for addressing these challenges.” So far, WeBank AI Group has developed a series of pioneering technologies including FML, which are proven to be contributive to joint modeling for credit risk control and anti-money laundering, etc.
Demonstration of FML Visualization – WeBank Introduced Best Practice
WeBank AI Group is dedicated to promoting widespread application of FML across the industry, sharing capabilities, enabling multi-win results. Videos submitted by WeBank AI Group, including Multi-Agent Visualization for Explaining Federated AI, Learning Federated Learning, were accepted by Demonstration Track and AI Video Competition of IJCAI-19, of which, the latter was awarded Most Educational Video. The videos provide straightforward illustration of cases to attendees on how FML and FedAI system works, all designed for more partners within the industry to enhance understanding of FML technologies and become promoters.
As an endeavor to explore “AI + Art” fusion, the man-computer car racing game demo developed by WeBank AI Group based on FML technology will be displayed under the invitation of China Central Academy of Fine Arts, and is expected to be showcased in the Shenzhen and Shanghai Art Exhibition scheduled in late October and early November respectively.
Among 35 papers submitted in Demonstration Track, the research paper on AI empowering flexible staffing by WeBank, HKUST, NTU and BBK Group, titled Fair and Explainable Dynamic Engagement of Crowd Workers, won the Innovation Award.
WeBank “AI+X” Innovation Debut – Exploration of Future AI Ecosystem
In addition to academic research findings, WeBank AI Group also exhibited industry-leading innovations in four main areas namely “AI + Service”, “AI + Marketing”, “AI + Big Data”, “AI + Asset Management”, which drew the attention of government officials from Macao SAR, professors and scholars of universities and research institutions in China and abroad.
In the area of “AI + Big Data”, WeBank established FedAI ecosystem for cooperation, the world’s first industrial-grade framework for Federated Learning (FATE), AI scenario-based rapid modeling platform (QML). In “AI + Service”, WeBank explored new approaches and scenarios for human-computer interaction, developed ubiquitous robots focused on financial services, integrated core technologies such as NLP, TTS, OCR with scenarios, and expanded to a series of business contextualized applications. The robot developed independently by WeBank became a spotlight in the exhibition. In “AI + Marketing”, WeBank AI Group played a leading role in trust marketing development, aimed to promote long-link and long-term effective marketing conversion of high-value products. In “AI + Asset Management”, WeBank used new alternative big data and machine learning technology helped forge a new generation of AI-driven intelligent asset management system.
China’s scientific research capability is among the top in the world thanks to advances in big data, AI and other frontier technologies. As an internet bank dedicated to innovation in fintech, WeBank AI Group demonstrates its commitment in global collaboration for scientific research and sparks technological advances by coupling theory and application. Looking ahead, WeBank will further leverage its strength in AI technology and platform, integrate top-notch resource worldwide, forge high-level network for knowledge and research, and lead the way for global tech innovation.
Supply Chain Management Association Becomes Supply Chain Canada
At its AGM yesterday, the Supply Chain Management Association announced its name change to Supply Chain Canada. The association also launched a new website as part of an overall rebranding initiative.
“The new name and look are part of a transformation that we have undertaken as the association enters its second century,” said Christian Buhagiar, President & CEO of Supply Chain Canada. “Today’s supply chains are dynamic and fast-paced. The association for Canada’s supply chain professionals must reflect that.”
Through the rebranding process, the association has also acquired a meaningful new logo and tagline, “Professionals advancing the future.”
The logo’s maple leaf design not only conveys our nationality; it also represents the connectedness of the supply chain, illustrating the networks and collaboration that are so essential to supply chain success, and the interconnectedness of the association’s federation, institutes and members. Its connected dots can be seen, as well, as the complex route of a global supply chain.
“Professionals advancing the future” succinctly communicates both the professional status of supply chain practitioners and their forward-looking perspective. It is intended to:
- Elevate the perception of supply chain practitioners as professionals, acknowledging the value they bring to their organizations and to the Canadian economy.
- Encompass the several ways that the association and its members “advance” – in their personal careers and knowledge, and for the profession, the country and the economy.
- Express the future focus of the association – with its emphasis on the development of skills and policies – and of the supply chain itself, now so focused on AI, blockchain, robotics, automation and so on.
The new website, now at www.supplychaincanada.com, is enhanced with a modern look and new functionality that enables location-based content for users across Canada.
These changes are not simply style enhancements. They are part of a larger plan to strengthen the association. Supply Chain Canada consolidates the organization’s brand across the country under a single name in every province and territory, removing any possible confusion from its federation structure. “The unity that this will ensure will help us improve recognition in the sector, and thereby provide stronger leadership to the Canadian supply chain community,” said Buhagiar.
The association’s transformation began in 2018 with a new vision and mission, as well as an ambitious three-year strategic plan. The new name and rebranding announced yesterday are part of a larger evolution that will continue over the next two years with the introduction of new and revised educational offerings, new initiatives to engage with industry, more value-added membership benefits and more.
SOURCE Supply Chain Canada
Export Portal to Address Best Practices in Sustainable Trade Facilitation at the Asia-Pacific Trade Facilitation Forum
Export Portal CEO Ally Spinu will be adding her take on the alignment of trade facilitation and sustainable development goals at a session at the 9th Asia-Pacific Trade Facilitation Forum (APTFF) in New Delhi.
“The Asia-Pacific region is a wealth of unexplored opportunities which lay deep in the communities of local businessmen and women that just need support in bringing their amazing products to the world to see and buy,” Ms. Spinu said. “I am looking forward to this event and being a part of the change that will help local businesses from this part of the world sell their products globally. I deeply believe that shifting attention to developing SMEs is the major change international trade and local economies have been waiting for.”
This year’s APTFF will focus on how digital and sustainable trade facilitation measures and practices can bring prosperity in the Asia-Pacific region. The forum will investigate opportunities from trade digitalization for sustainable progress of the area and challenges ahead in materializing such opportunities. APTFF will feature panel discussions as well as interactive and informative sessions. These sessions will allow participants to share experiences and perspectives on different aspects of trade facilitation, including trade finance, cross-border eCommerce and paperless trade, transit, innovative application of emerging technologies, and more. APTFF will bring relevant regional initiatives and implementation cases to each session, making it a unique opportunity to share knowledge and practical lessons. The forum will also include many side-events providing a more in-depth exploration of the pertinent trade facilitation issues.
“Agricultural products are the fastest category and industry growing within Export Portal, and I can say that is just natural that SMEs around the world are actively looking for new ways for selling their products around the world,” Ms. Spinu said. “The role of innovative technologies such as Export Portal is crucial in helping these SMEs integrate within the world supply chain of food with ease and at optimal costs. I want to explain the current issues existing within SMEs’ integration in international trade due to the high cost involved and how technology slowly but surely changes this.”
Export Portal’s trade goals align directly with the purpose of this session, as its international B2B trade platform is an affordable and all-encompassing solution for SMEs all over the world. The features that are available and being developed on Export Portal, such as the panel of experts (EP+), the educational hub (EPU), and data flow insights (EPI), provide SMEs with the resources they need to trade effectively on an international scale safely, securely, and efficiently.
The Digital and Sustainable Trade Facilitation for Regional Prosperity session is co-organized by ADB, ESCAP, Ministry of Commerce, India and Confederation of Indian Industry and will be held on Wednesday, September 18, from 9:00 to 10:45 AM.
SOURCE Export Portal
MIT-IBM Watson AI Lab Convenes Top Researchers for Second Annual AI Research Week
The MIT-IBM Watson AI Lab (NYSE: IBM) is hosting its second annual AI Research Week, September 16-20, in Cambridge, MA. The five-day conference will explore leading themes in today’s field of AI including neurosymbolic computing and semantic reasoning in machine learning, AI security and safety, inclusive design of AI for all communities, trustworthy and explainable AI, and industry applications of AI.
The MIT-IBM Watson AI Lab is a joint research effort to drive fundamental advances in artificial intelligence. Since its founding in 2017, the lab has become an integral component of IBM’s AI Research strategy and is spearheading 48 AI-related research projects.
Dario Gil (Director, IBM Research), joined by top AI researchers:
- Yoshua Bengio (A.M. Turing Award Winner and Pioneer of AI and Deep Learning)
- Josh Tenenbaum (Professor, Dept. of Brain and Cognitive Sciences, MIT)
- Laura Shulz (Dept. of Brain and Cognitive Sciences at MIT, Primary Investigator of the MIT Early Childhood Cognition Lab)
- Roger Levy (Associate Professor, Dept. of Brain and Cognitive Sciences at MIT, Director of the Computational Psycholinguistics Laboratory)
Additional discussions will feature David Cox (IBM Director, MIT-IBM AI Watson Lab), Lisa Amini (Director, IBM Research Cambridge), and Antonio Torralba (MIT Director, MIT-IBM AI Watson Lab), addressing key topics including: progress of the MIT-IBM AI Watson Lab to date and future goals; transitioning AI research to industry; and self-supervised learning of AI.
The conference will also showcase research and thought leadership from scientists and students affiliated with Massachusetts Institute of Technology; the University of California, San Diego; the University of Maryland, Baltimore County; the University of Illinois, Urbana-Champaign; Boston University; Rensselaer Polytechnic Institute; the University of Montreal; the University of Massachusetts, Amherst; and the Cambridge and Boston community.
AI Research Week is a technical conference featuring top AI thought leaders from around the world sharing the latest insights on the field of AI. The five-day gathering will also consist of panels, workshops, networking and mentorship all geared towards forging new ideas and discussion around advancements in AI.
WHEN & WHERE:
September 16-20, 2019, times for events vary. AI Research Week events will be held at MIT and IBM in Cambridge, MA. While many events will occur at the MIT Samberg Conference Center, 50 Memorial Dr, Cambridge, MA 02142, it is best to check the schedule for specific event locations and times.
Monday, September 16: Kick-off the week with a poster and networking session where researchers from the MIT-IBM Watson AI Lab and IBM’s AI Horizons Network of university collaborators will showcase projects underway that are shaping the future of AI.
The afternoon will feature a round robin event designed to help match various student communities in the Boston area with a mentor, specifically those in Latinx, BlackinAI, Women in Machine Learning, and LGBTQ. This session will include 15 tables, each with a different topic, and mentors from IBM, as well as other speakers from AI Research Week, designed to connect students with a mentor.
Tuesday, September 17: Yoshua Bengio, full professor and head of the Montreal Institute for Learning Algorithms (MILA), University of Montreal, and Dario Gil, Director of IBM Research, begin the AI Horizons Colloquium with a Welcome Address, followed by a full day of talks and discussion featuring AI experts from academia and industry.
NOTE: The Colloquium (all day) will be livestreamed here.
Other Colloquium speakers include:
- Saska Mojsilovic, head of AI Foundations, IBM Research and Co-Director of IBM Science for Social Good, will discuss how people can begin to trust AI.
- Collin Stult, Professor of Electrical Engineering and Computer Science Institute for Medical Engineering and Science and MIT faculty at Harvard-MIT Division of Health Sciences and Technology Cardiologist, will discuss whether useful machine learning will be used clinically in the near future.
Wednesday, September 18: The NASA ISS Program Science Office and the ISS U.S. National Laboratory, along with IBM Research, will launch a unique opportunity to learn about the International Space Station. Guests will be able to speak with representatives and researchers about the future of AI intersecting with the future of research in space. The event also includes a competition and special session where researchers and students can pitch “ISS meets AI” project ideas to a panel of space experts from NASA, the ISS, IBM, and MIT.
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