Introductions
Since Alan Turing proposed the "Turing machine" and the possibility of machines having "thinking" in 1936, artificial intelligence represented by machine learning has developed rapidly and profoundly changed our world. CSDN & Boolan, adhering to the principle of "Global Experts, Excellent Wisdom", invites nearly 50 technology leaders and industry application experts to discuss the cutting-edge development and industry best practices in the field of AI with 1,000+ elites from e-commerce, finance, automotive, intelligent manufacturing, communications, industrial Internet, medical care, education, and many other industries.
Tracks
LLM Technology Evolution
Large Multimodal Models
LLM Engineering & Architecture
LLM Application Practices
GenAI Product Innovation
LLM Application Frameworks & Tools
Intelligent Agents
Code LLMs & Software Development
ML/LLM Ops
AI/LLM Infra
Computility & Optimization
LLM Industry Practices
Speakers
Jinqiao Wang
Director of Wuhan Institute of Artificial Intelligence, Head of Zidong Taichu Big Model, Chinese Academy of Sciences
Practices and Reflections on Multimodal Large Models
Executive Deputy Director of Zidong Taichu Big Model Research Centre, researcher, doctoral director, director of Wuhan Artificial Intelligence Research Institute, post professor of School of Artificial Intelligence, University of Chinese Academy of Sciences, secretary general of Multimodal Artificial Intelligence Industry Alliance, mainly engaged in multimodal big model, video analysis and retrieval, large-scale target recognition and other aspects of the research. He has published more than 300 papers in international authoritative journals and conferences, participated in 16 national, industry and group standards, applied for more than 50 invention patents, and won 15 international algorithm competitions;He won the First Prize of Beijing Scientific and Technological Progress, the Second Prize of Beijing Natural Science, Wu Wenjun Artificial Intelligence Science and Technology Progress Award, Huawei Genius Teenager Tao Li Award, and China Invention and Innovation Silver Prize; and he was awarded the New Era Chinese Economic Innovation Personnel, Chinese Academy of Sciences Science and Technology Court Famous Craftsmen Team, Wuhan Model, Beijing High Gathering Leader Talent, Guangzhou City Innovation Team Leader Talent, Shandong Province Taishan Leader Talent, and Optics Valley 3551 Leader Talent, etc. Honourary titles.
Hangyu Mao
Head of R&D, Knowledge Enhancement, FTI Big Model, Racer Technology
From Reinforcement Learning (Multi)Intelligentsia to Large Language Modelling (Multi)Intelligentsia
He is now working in FTI, the R&D leader of Knowledge Enhancement for FTI Big Models, and also the leader of Intelligent Interaction Team. He mainly focuses on Agent, RAG, Alignment, RL, LLM, etc. He has published more than 30 papers in ICLR and NeurIPS, ICML and other CCF-A/B conferences and journals, and has applied for more than ten international and domestic patents, and the related research has landed on the ground in enterprise scenarios and produced large benefits. He has served as PC, Senior PC, Area Chair of the above international conferences, Forum Chair of China Conference on Data Mining (CCDM), and Executive Member of CCF Multi-Intelligence Group. He and his team have won the ‘Typical Case of AI Large Model Scenario Application’ at the Global Digital Economy Conference, the champion of NeurIPS Reinforcement Learning Competition at the International Conference on Artificial Intelligence, the ‘Outstanding Doctoral Dissertation in Multi-Intelligence Research’ at the China Computer Federation, the ‘Outstanding Doctoral Dissertation in Multi-Intelligence Research’ at Beijing Municipal Government, and the ‘Excellent Dissertation in Multi-Intelligence Research’ at Beijing Municipality. ‘D. Thesis Award for Multi-Intelligence Research of the Chinese Computer Society, Outstanding Graduate of Beijing Municipality, and Huawei Innovative Pioneer Presidential Award.
Yong Liu
Associate Professor and Doctoral Supervisor, Tall School of Artificial Intelligence,
Large model mechanistic analysis
Engaged in machine learning research with special focus on large-scale machine learning, statistical machine learning theory, etc. He has published more than 40 papers in high-level journals and conferences, including IEEE TPAMI, ICML, NeurIPS, ICLR, AAAI, IJCAI, etc., of which more than 20 academic papers have been published by first author/sole corresponding author in Recommended Class A of the Chinese Computer Society. He was awarded the best paper in the Doctoral Forum of the 2014 Asia-Pacific Conference on Knowledge Discovery and Data Mining (PAKDD), and supervised a student to win the best student paper in the 2021 Pacific Rim International Conference on Artificial Intelligence (PRICAI). As a project leader, he has presided over the surface and youth projects of National Natural Science Foundation of China, the surface project of Beijing Natural Science Foundation, and the Basic Frontier Science Research Programme of Chinese Academy of Sciences. He was awarded the ‘Outstanding Scholar’ of Renmin University of China in 2020, the ‘Youth Innovation Promotion Society’ of the Chinese Academy of Sciences in 2019, the ‘Introduced Outstanding Youth’ of the Institute of Information Engineering of the Chinese Academy of Sciences in 2016, and the ‘Outstanding Youth’ of the Chinese Academy of Sciences in 2012. He has been awarded ‘Outstanding Scholar’ by Renmin University of China in 2020, ‘Young Innovation Promotion Society’ by Chinese Academy of Sciences in 2019, ‘Outstanding Young Person Introduced’ by Institute of Information Engineering, Chinese Academy of Sciences in 2016, and ‘Academic Newcomer Award for Doctoral Students’ in 2012.
Jian Zhao
Senior Research Scientist, Director of Multimedia Cognitive Learning Laboratory (EVOL), China Telecom Artificial Intelligence Research Institute (TeleAI)
Researcher and PhD supervisor of Institute of Optoelectronics and Intelligence, Northwestern Polytechnical University, corporate supervisor of PhD students of Department of Automation, Tsinghua University, Department of Computer Science, Fudan University/Zhejiang University/University of Science and Technology of China, PhD graduate of the National University of Singapore, research areas: multimodal AI Agent, AI+Cultural Tourism, and pro-land security. He has published more than 60 CCF-A papers, including one T-PAMI×2 (IF: 20.8), IJCV×3 (IF: 11.6), and 5 national invention patents authorised by the first inventor. The related technical achievements have been applied in 7 leading enterprises in the technology industry, including China Telecom, Baidu, Ant Gold, Qihoo 360, etc., and have produced significant benefits. He has been selected for the ‘Young Talent Support Project’ of the China Association for Science and Technology and Beijing Municipal Association for Science and Technology, and has presided over 7 projects including the National Natural Science Foundation of China. He was awarded the Wu Wenjun Outstanding Youth Award in Artificial Intelligence (2023), the First Prize of Wu Wenjun Natural Science Award in Artificial Intelligence (2/5, 2022), the Lee Hwee Kuan Prize of the Pattern Recognition and Machine Intelligence Association (PREMIA) of Singapore (2019), and the ACM Multimedia Unique Best Student Paper Prize (I, 1/208, CCF-A Conference, 2018). 2018), and 8 wins in major international scientific and technical events. He serves as a director of the Beijing Society of Image Graphics, an editorial board member of the internationally renowned journals Pattern Recognition, Artificial Intelligence Advances, and IET Computer Vision, and a guest speaker for special issues of Pattern Recognition Letters, and Electronics, Senior Area Chair of VALSE, Chair of ACM Multimedia 2021, Chair of CICAI 2022/2023, Chair of CCBR 2024, Senior Member of Chinese Computer Society/Chinese Society of Artificial Intelligence/Chinese Society of Image Graphics, Science and Technology Talent Award of China Association for Science and Technology, Science and Technology Award of Chinese Society of Electronics, Science and Technology Award of China Telecommunication Association, Science and Technology Award of China Telecommunication Association. He is a senior member of China Computer Science Association, China Artificial Intelligence Society and China Graphics Society, and an expert of China Association for Science and Technology Talent Award, China Electronics Society Science and Technology Award, China Telecom Group Science and Technology Award, China Artificial Intelligence Competition, and Challenge Cup Science and Technology Competition for College Students
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