Subscription schedule
5月31日上午 - Tutorial：大规模预训练技术实战（地点：静宜厅）
Tutorial主席: 唐杰 - 清华大学，智源研究院副院长
Tutorial主席: 刘知远 - 清华大学，智源青年科学家
09:00-09:40 - Background introduction
09:40-10:20 - 大模型半精度训练（报告嘉宾：张正彦）
10:20-10:40 - 茶歇
10:40-11:20 - 3D Acceleration of Large-scale Pre-training Models
11:20-12:00 - FastMoE开源大规模分布式MoE训练框架（报告嘉宾：裘捷中）
13:30-14:10 - P-Tuning（报告嘉宾：刘潇）
14:10-14:50 - GLM: General Language Model Pre-training with Autoregressive Blank Infilling
14:50-15:10 - 茶歇
15:10-15:50 - 大规模多模态预训练 （报告嘉宾：高一钊）
15:50-16:30 - CogView: Pretraining for text-to-image generation
16:30-17:10 - 基于大规模预训练的中文对话系统（报告嘉宾：周昊、柯沛）
5月31日上午 - Tutorial：Frontiers of Machine Learning
Tutorial Chair: Gao Huang - Assistant Professor of Tsinghua University, BAAI Young Scientist
Tutorial Chair: Yang Yuan - Assistant Professor of Tsinghua University, BAAI Young Scientist
09:00-10:00 - Robust Machine Learning: The Worst-Case and Beyond（Speaker: Dimitris Tsipras）
10:00-11:00 - Beyond Linearization in Deep Learning（Speaker: Jason Lee）
11:00-12:00 - Benign Overfitting: From Minimum-norm Interpolator to Stochastic Gradient Descent(Speaker: Quanquan Gu)
13:30-14:30 - Practical adversarial attacks against AI systems（Speaker: Chuan Guo）
14:30-15:30 - Adversarial Robustness: from Empirical to Certified Defenses（Speaker: Hongyang Zhang）
15:30-16:30 - Adversarial attacks and defenses in deep learning（Speaker: Yinpeng Dong）
5月31日上午 - Tutorial：CSIG情感认知，何去何从?（地点：圆明厅）
10:10-10:45 - 社交媒体中多维度文本情感计算（报告嘉宾：秦兵）
10:45-11:20 - 基于语音的情感识别技术与应用（报告嘉宾：刘斌）
11:20-11:55 - 基于视觉认知的心理测评与干预（报告嘉宾：马惠敏）
11:55-13:00 - 午餐
13:00-13:35 - 文本情感计算的现状与挑战（报告嘉宾：万小军）
13:35-14:10 - 基于视觉的情感感知技术（报告嘉宾：山世光）
14:10-14:45 - 微表情分析（报告嘉宾：王甦菁）
14:45-15:20 - 基于认知神经科学的人脑情感解码与调控（报告嘉宾：秦绍正）
15:20-15:40 - 茶歇
15:40-16:15 - 情感脑机接口的现状与展望（报告嘉宾：吕宝粮）
16:15-16:50 - 情感智能机器人对人类注意力分析的探索与实践（报告嘉宾：王韬）
16:50-17:25 - 开放环境非受限图像情感计算（报告嘉宾：杨巨峰）
17:25-18:00 - 自由讨论
5月31日上午 - Tutorial：CSIG脉冲视觉系列讲座（地点：畅春厅）
11:00-12:00 - 脉冲视觉：缘起与展望（报告嘉宾：黄铁军）
12:00-13:00 - 午餐
13:00-13:30 - 脉冲成像（报告嘉宾：熊瑞勤）
13:30-14:00 - 脉冲融合图像的计算摄像（报告嘉宾：施柏鑫）
14:00-14:30 - 生物视觉神经结构、信号加工机理和计算模型（报告嘉宾：李永杰）
14:30-15:00 - 脑启发的视觉信息处理（报告嘉宾：张兆翔）
15:00-15:30 - 茶歇
15:30-16:00 - 脉冲神经网络与视觉编码（报告嘉宾：唐华锦）
16:00-16:30 - 脉冲视觉:检测、跟踪与识别（报告嘉宾：余肇飞）
16:30-17:00 - 面向类脑视觉应用的忆阻器件研究（报告嘉宾：黄鹏）
17:00-18:00 - 自由讨论
6月1日上午 - Opening Ceremony & Plenary Session
类型英文: Tiejun Huang - Director of BAAI
08:30-08:40 - Opening Remarks
Speech | Beijing municipal leaders
08:40-08:50 - Opening Remarks
Speech | Leaders of the Ministry of science and technology
08:50-09:10 - BAAI Progress Report
Tiejun Huang | Professor of Peking University, Director of BAAI
09:10-09:30 - Release & Signing of Superscale Intelligence Model “Wu Dao 2.0”
Hongjiang Zhang | Chairman, BAAI
Jie Tang | Professor of Tsinghua University, Vice Director, Academics, BAAI
09:30-10:20 - Towards Robust Generalization in Machine Learning with System 2 Deep Learning
Yoshua Bengio | Professor of University of Montreal
10:20-11:10 - The Era of Digital Assets
Min Zhu | Chairman, National Institution of Financial Research, Tsinghua University
11:10-12:00 - Mathematical Principles of Machine Learning
Weinan E | Academician of the Chinese Academy of Sciences, Professor of Peking University
6月1日下午 - The Mathematical Foundations of AI
Track Chair: Pingwen Zhang - Peking University，BAAI
13:30-14:10 - Local Elasticity: A Phenomenological Approach Toward Understanding Deep Learning
Weijie Su | Assistant Professor, University of Pennsylvania
14:10-14:50 - The efficiency of kernel methods on structured datasets
Song Mei | Assistant Professor, UC Berkeley
15:00-15:40 - Complexity Analysis Framework of adaptive Stochastic optimization method via martingales
Katya Scheinberg | Professor, Cornell University
15:40-16:20 - The Sobolev regularization effect from the linear stability of sgd
Chao Ma | Assistant Professor, Stanford University
16:30-17:30 - Panel: A grand unified theory of artificial intelligence?
Wei Lin | Professor of Peking University, Researcher of BAAI
Pingbing Ming | Professor of Institute of Mathematics and System Science, CAS; Researcher of BAAI
Ke Deng | Professor of Tsinghua University, Researcher of BAAI
Zhouchen Lin | Professor of Peking University, Researcher of BAAI
Han Wang | Professor of Peking University, Young Scientist of BAAI
Zaiwen Wen | Professor of Peking University, Researcher of BAAI
Zhihua Zhang | Professor of Peking University, Researcher of BAAI
6月1日下午 - 预训练模型论坛（地点：颐和厅）
Host: Jie tang - 清华大学教授，智源研究院副院长
13:30-13:50 - Speech
Jie tang | Professor
13:50-14:20 - Speech
Jirong Wen | Professor
14:20-14:50 - Speech
Zhiyuan Liu | Scientist
14:50-15:10 - Break
15:10-15:40 - Speech
HongXia Yang | Alibaba
15:40-16:10 - Speech
Zhilin Yang | Scientist
16:10-16:40 - Speech
JieZhong Qiu | Tsinghua University
16:40-17:40 - AI TIME
Yun He | AI TIME
Wenjue Li | BAAI
Hongxia Yang | Specialist
Minlie Huang | Associate professor
Wei Wu | MeiTuan
Yafeng Deng | 360
Zhiwu Lu | Renmin University of China
6月1日下午 - 智能体系架构与芯片论坛（地点：圆明厅）
Track Chair: Yunji chen - 中科院计算所研究员，智源首席科学家
13:30-14:00 - Research on Basic Software of Brain-inspired Computing System
Youhui Zhang | Professor
14:00-14:30 - 从“事后分析”到“实时决策”：第四范式机器学习数据库设计理念与落地实践
Zhao Zheng | Vice President
14:30-15:00 - The State and Trends of Agile and Open Source Chip
Yungang Bao | Researcher
15:00-15:30 - Design Challenges of ReRAM based Processing-in-Memory Accelerators
Guangyu Sun | Scientist
15:30-15:40 - 休息
15:40-16:10 - Optimizing Compiler for Tensor Programs
Jidong Zhai | Scientist
16:10-16:40 - Novel Neuromorphic Devices enabling Brain-inspired Neural Networks
Yimao Cai | Professor
16:40-17:10 - 面向大规模训练任务的硬件支撑平台
Zai Wang | Co-founder
17:10-18:00 - 圆桌论坛：GPT-n需要什么样的智能计算系统？
Qi Guo | Chinese Academy of Sciences
Yungang Bao | Research
Youhui Zhang | Professor
Shouyi Yin | Professor
Yinhe Han | Researcher
Zhao Zheng | Vice President
Zai Wang | Co-founder
6月1日下午 - AI Women Leaders Session
Chair: Juanzi Li - Professor, Tsinghua University
Chair&Host: Jia jia - Deputy Professor, Department of Computer Science, Tsinghua University
15:00-16:00 - Keynote Speech
Wendy Hall | Professor, University of Southampton
16:00-17:00 - Panel
Yang Feng | Researcher, Institute of Computing Technology, Chinese Academy of Sciences
Shixia Liu | Associate Professor, Tsinghua University
Yuanchun Shi | Professor, Tsinghua University
Dandan Song | Professor, Beijing Institute of Technology
Zhiwei Xu | Researcher, Institute of Computing Technology, Chinese Academy of Sciences
Li Zhuang | Megatronix Technology
Xia Wang | Tsinghua University
6月1日下午 - AI人才培养论坛（地点：静明厅）
Chair: Yanjun Ma - Doctor
Host: Bin Zhao - Baidu
14:00-14:10 - Forum
Qinghua Hu | Tianjin University
14:10-14:40 - Speech
Yuxin Wang | Dalian University of Technology
14:40-15:10 - Speech
Aiqing Han | Beijing University of traditional Chinese Medicine
15:10-15:40 - Speech
Qian Liu | Baidu
15:40-16:10 - Speech
Jungang Xu | University of Chinese Academy of Sciences
16:10-17:00 - Speech
Yanjun Ma | Baidu
Qinghua Hu | 天津大学 Tianjin University
YuXin Wang | Dalian University of Technology
Aiqing Han | Beijing University of traditional Chinese Medicine
Jungang Xu | University of Chinese Academy of Sciences
6月2日上午 - Plenary Session
Host: YunGang Bao - Chinese Academy of Sciences, Researcher of BAAI
09:00-09:30 - Dialogues Highlights
Bo Zhang | CTO,DiDi
Sebastian Thrun | Udacity、Google X
09:30-10:20 - The Thousand Brains Theory - A roadmap for creating machine intelligence
Jeff Hawkins | Co-founder, Numenta
10:20-11:10 - Building towards a Responsible Data Economy
Dawn Song | Professor, UC Berkeley
11:10-12:00 - The RISC-V International Open Source Laboratory
David Patterson | Laureate of the 2017 Turing Award, Professor of UC Berkeley, Director, RISC-V International Open Source (RIOS) Laboratory
6月2日上午 - AI for Science
Track Chair: Weinan E - Member of Chinese Academy of Sciences, professor of Peking University and Princeton University
08:30-09:00 - Machine Learning Based Ab-initio Molecular Dynamics
Roberto Car | Professor of Princeton University
09:00-09:30 - Scientific machine learning without data
Lei Wang | Researcher, Institute of Physics, CAS
09:30-10:00 - Machine Learning Study of Molecular Photo-Spectroscopy and Material Structure-Property Relationship
Jun Jiang | Professor, University of Science and Technology of China
10:00-10:30 - Open-source community for molecular simulation
Linfeng Zhang | Researcher of Beijing Big Data Research Institute; Chief Scientist of Beijing DP Technology Co., Ltd
10:30-10:45 - Break
10:45-12:00 - Panel: AI for Science
Weinan E | Member of Chinese Academy of Sciences, professor of Peking University and Princeton University
Lei Wang | Researcher, Institute of Physics, CAS
Jun Jiang | Professor, University of Science and Technology of China
Linfeng Zhang | Researcher of Beijing Big Data Research Institute; Chief Scientist of Beijing DP Technology Co., Ltd
Han Wang | Associate Professor, Institute of Applied Physics and Computational Mathematics, Young Scientist of BAAI
6月2日上午 - Intelligent Information Retrieval and Mining
Chair: Jirong Wen - Renmin University of China
Host: Zhicheng Dou - Vice Dean, Gaoling School of Artificial Intelligence, Renmin University of China,
09:00-09:30 - Toward integrated approaches for question answering
Jianyun Nie | Professor of University of Montreal
09:30-10:00 - SparTerm: Learning Term-based Sparse Representation based on Pre-trained Language Models for Fast Text Retrieval
Qun Liu | Huawei
10:00-10:30 - Search: from Relevance to Usefulness
Jirong Wen | Professor, Renmin University of China , Chief Scientist, BAAI
10:30-10:40 - Break
10:40-11:10 - Pretraining Methods Tailored for IR
Jiafeng Guo | 面向信息检索的预训练方法
11:10-11:40 - Causal Recommendation that Considers Data Biases and Feedback Loop
Xiangnan He | University of Science and Technology of China, School of Data Science, Professor
11:40-12:10 - Short Video Understanding based on Multi-Modal Embedding and Retrieval
Zhongyuan Wang | VP of Kuaishou
6月2日上午 - Machine Learning
Track Chair: Jun Zhu - Professor of Tsinghua University, Chief Scientist of BAAI
09:00-09:45 - Opening the Black Box of Deep Learning: Some Lessons and Take-aways
Sanjeev Arora | Charles C. Fitzmorris Professor of Computer Science Princeton University
09:45-10:30 - Deep (Convolution) Networks from First Principles
Yi Ma | Professor of UC Berkeley
10:30-10:50 - Break
10:50-11:35 - Machine Learning in Open Environment
Zhihua Zhou | Professor of Nanjing University
11:35-12:20 - The Definitions of Interpretablity and Learning of Interpretable Models
Changshui Zhang | Professor of Tsinghua University, Researcher of BAAI
6月2日上午 - 决策智能科学场景暨滴滴决策智能仿真开放平台（地点：静明厅）
09:00-09:50 - Speech
10:00-10:30 - Ride-hailing Marketplace Optimization: Reinforcement Learning Approaches
Tony | Didi Chuxing
10:30-10:50 - Speech
Yang Yu | Nanjing University
10:50-11:10 - Speech
Bo An | Nanyang Technological University of Singapore
11:10-11:30 - Artificial Intelligence Beyond Pattern Recognition: Decision Making and Control
Chongjie Zhang | Tsinghua University
6月2日上午 - 群体智能论坛（地点：万寿山）
Chair: Junwen Wu - Professor of Beijing University of Aeronautics and Astronautics
09:00-09:05 - Speech
Wenjun Wu | Professor of Beijing University of Aeronautics and Astronautics
09:05-09:50 - Data Management for Effective and Efficient Deep Learning
Lei Chen | Chair Professor in HKUST
09:50-10:35 - Crowd Intelligence Computing in Large-scale Ride Hailing
Yongxin Tong | Professor
10:35-10:45 - Break
10:45-11:30 - Distributed Federated Learning and its application
Lixin Fan | WeBank
11:30-12:15 - Application of Swarm Intelligence in Robot Logistics
Wenzhe Tan | VP,Geek+
6月2日上午 - 青源学术年会（地点：圆明厅）
Chair & Host: Zhiyuan Liu - Tsinghua University, BAAI Young Scientist
Chair & Host: Gao Huang - Tsinghua University, BAAI Young Scientist
Chair & Host: Yanyan Lan - Tsinghua University, BAAI Young Scientist
09:00-09:30 - Opening Ceremony
09:30-10:00 - Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis
Weiran Huang | Researcher, Huawei Noah's Ark Lab
10:00-10:30 - Recent Developments in Full-Network Language Pre-training
Zhenzhong Lan | Assistant Professor, Westlake University
10:30-10:40 - Break
10:40-11:10 - 视觉自监督学习近期进展和趋势
Han Hu | Principal Researcher, Microsoft Research Asia
11:10-12:00 - Panel: Self-supervised Learning
Weiran Huang | Huawei
Zhenzhong Lan | Westlake University
Han Hu | Microsoft Research Asia
6月2日下午 - 青源学术年会（地点：圆明厅）
Chair & Host: Zhiyuan Liu - Tsinghua University, BAAI Young Scientist
Chair & Host: Gao Huang - Tsinghua University, BAAI Young Scientist
Chair & Host: Yanyan Lan - Tsinghua University, BAAI Young Scientist
13:30-14:00 - Two Sides of Graph Neural Networks: Characteristics and Problems
Xiao Wang | Beijing University of Posts and Telecommunications, Assistant Professor
14:00-14:30 - Topology-based Graph Neural Network Learning
Yankai Lin | WeChat AI, Tencent
14:30-15:00 - Knowledge information modeling and utilization based on graph neural network
Xin Zhao | Renmin University of China
15:00-15:30 - Open discussion: Graph neural network
15:30-16:00 - Break
16:00-16:40 - How to write a high quality scientific paper?
Yang Liu | Tsinghua University
16:40-17:20 - A Computer Vision Paper from Submission to Acceptance under the Reviewers' viewpoint
Boxin Shi | Assistant Professor & Research Professor, Peking University
17:20-18:00 - Panel Discussion
Yang Liu | Tsinghua University
Boxin Shi | Peking University
6月2日上午 - AI Ethics and Sustainable Development
Chair & Host: Yi Zeng - Professor, Institute of Automation, Chinese Academy of Sciences , Director for the Research Center on AI Ethics and Sustainable Development, BAAI
09:00-09:20 - Speech
09:20-09:50 - Speech
Steven Vosloo | United Nations International Children's Emergency Fund (UNICEF)
09:50-10:20 - Speech
Wendell Wallach | Yale University
10:20-10:50 - Speech
Danit Gal | University of Cambridge
10:50-11:10 - Speech
Arisa Emma | The University of Tokyo
11:10-12:00 - Roundtable: Synergy of AI Sustainable Development and Governance in Global Perspective
6月2日下午 - AI Ethics and Sustainable Development
Chair & Host: Yi Zeng - Professor, Institute of Automation, Chinese Academy of Sciences , Director for the Research Center on AI Ethics and Sustainable Development, BAAI
13:30-13:50 - Artificial Intelligence: Synergy for Sustainability and Governance
Yi Zeng | Professor, Institute of Automation, Chinese Academy of Sciences; Director for the Research Center on AI Ethics and Sustainable Development, BAAI
13:50-14:10 - 主题报告
Guoyu Wang | Professor, Research Center for Applied Ethics, Fudan University
14:10-14:30 - 主题报告
Zheng Liang | Professor at Tsinghua University, Vice President of the International Institute for Governance of Artificial Intelligence
14:30-14:50 - 主题报告
Xiaoping Chen | Professor, Director of Robotics Laboratory, University of Science and Technology of China
14:50-15:10 - 主题报告
Xufeng Zhu | Professor of Tsinghua University, Executive Director of Tsinghua University Institute of Global Sustainability
15:10-15:30 - 主题报告
Wei Zhang | Assistant Representative of the United Nations Development Programme in China
15:30-15:50 - 主题报告
Rui Guo | Associate Professor of Renmin University, Director of Social Responsibility and Governance Research Center of the Institute of Future Rule of Law
15:50-16:10 - 主题报告
Weiwen Duan | Researcher, Director of Philosophy of Science and Technology Research Department, Chinese Academy of Social Sciences
16:10-17:10 - Roundtable: Sustainable Development and Governance of Artificial Intelligence —— China's Contribution in a Global Context
6月2日下午 - Cognitive Neuroscience
Track Chair: Jia Liu - Professor of Tsinghua University, Chief Scientist of BAAI
13:30-14:15 - History and recent advances of deep learning theories
Shun-ichi Amari | Professor at Teikyo University, Honorary Science Advisor at RIKEN
14:15-15:00 - Data-driven Simulations of Basal Ganglia Microcircuits
Jeanette Hellgren Kotaleski | Professor at KTH Royal Institute of Technology and Karolinska Institute
15:00-15:15 - Break
15:15-16:00 - Human brain works differently from Deep Learning technology
Danko Nikolic | Head of AI and Data Science at evocenta
16:00-16:45 - Challenging Artificial Intelligence Vision Algorithms to achieve human level performance
Alan Yuille | Bloomberg Distinguished Professor
16:45-17:00 - BAAI on Detailed Brain Circuits Simulation - Recent progress from Tianyan Team
Lei Ma | BAAI
17:00-18:00 - Panel：The Missing Link between AI and Brain Science
Jia Liu | Professor at Tsinghua university, Chief Scientist of BAAI
Liangyi Chen | Professor at Peking University, Researcher of BAAI
Kai Du | Assistant Researcher, Institute of Artificial Intelligence, Peking University
Sen Song | Researcher of Tsinghua University, Researcher of BAAI
Si Wu | Professor of Peking University, Researcher of BAAI
Shan Yu | Researcher at Institute of Automation, CAS; Researcher of BAAI
6月2日下午 - 精准智能论坛（地点：静宜厅）
Chair: JinHu Lv - Dean, School of Automation Science and electrical engineering, Beihang University
13:30-14:15 - Technology and progress of artificial intelligence
Zhiming Zheng | Professor of Beihang University
14:15-15:00 - 类脑神经网络展望及相关数理问题的讨论
Bo Xu | Professor，Institute of Automation, Chinese Academy of Sciences
15:00-15:15 - Break
15:15-16:00 - A preliminary study on distributed social governance intelligence system/A preliminary study on distributed social governance intelligence system
Weifeng Lv | Professor of Beijing University of Aeronautics and Astronautics
16:00-16:45 - Basic problems and applications of skill transfer and enhancement method
Fuchun Sun | Professor,Tsinghua University
6月2日下午 - 认知智能论坛（地点： 畅春厅）
Host: Sha Yuan - BAAI
13:30-14:00 - Speech
Junyang Lin | Alibaba
14:00-14:30 - Speech
Yukuo Cen | Tsinghua University
Guohao Dai | Tsinghua University
14:30-14:50 - Break
14:50-15:20 - Speech
Weipeng Chen | Sogou
15:20-15:50 - Speech
Peng Zhang | Zhi Pu.AI
15:50-16:20 - Time2Graph: Revisiting Time Series Modeling from Perspective of Graphs
Yang Yang | Zhejiang University
16:20-16:30 - Sogou-AMiner
16:30-17:30 - Panel
Yun He | AI TIME
Sha Yuan | BAAI
Jingfang Xu | Sogou
Yang Yang | Zhejiang University
Junyang Lin | Alibaba
Peng Zhang | Zhi Pu.AI
6月2日下午 - Plenary Session
Host: Jiang Liu - Vice Director, Operation, BAAI
19:00-19:50 - Fireside Chats
Hongjiang Zhang | Chairman of BAAI
Toby Walsh | Professor, UNSW Sydney
Bart Selman | Professor, Cornell University
19:50-20:40 - Dialogues Highlights
Xiahua Xia | VP of Meituan
Bin Ran | Southeast University
Xu Han | CEO,WeRide
Weihao Gu | GWM
Xiangjing An | CEO,xingshentech
20:40-21:30 - Natural intelligence: Brain mechanisms that enable us to look and see
Zhaoping Li | Professor, University of Tübingen
6月3日上午 - AI empowering life and biomedicine Session
Chair&Host: Weiying Ma - Chief Scientist at Institute for AI Industry Research, Tsinghua University
09:00-10:00 - Artificial Intelligence Enabling Individualized Cancer Immunotherapy
Ming Li | Professor in the Computer Science department at University of Waterloo
10:00-10:30 - Machine Learning Algorithms for Structural and Functional Genomics
Jianzhu Ma | Peking University
10:30-11:00 - Decoding the Human Genome Structure and Function
Jian Ma | Professor (with tenure), School of Computer Science at Carnegie Mellon University
11:00-11:30 - Combating COVID-19 with Computational Approaches
Tieyan Liu | assistant managing director of Microsoft Research Asia
11:30-12:00 - Empower Life and Health Research with Data-driven and Knowledge-based AI
Jun Yan | Chief AI Scientist, Yiducloud
12:00-12:30 - Infrastructure construction for AI healthcare
Yang Yuan | Assistant Professor, Tsinghua University
6月3日上午 - AI Startup
Host: Gang Cao - Executive Vice President of BAAI
Host: Qiang Li - Partner of Hillhouse Venture
09:00-09:05 - Opening
Gang Cao | Executive Vice President of BAAI
09:05-09:15 - Opening Speech
Leader of Haidian District | Leader of Haidian District
09:15-09:30 - Publication of Technology Innovation Center of BAAI
Hongjiang Zhang | Chairman of BAAI
09:30-09:45 - Keynote Roport
Qiang Li | Partner of Hillhouse Venture
09:45-10:00 - Keynote Roport
Fanjie Wei | Executive General Manager of Beijing Science&Technology Innovation Fund
10:00-10:15 - AI：The Revolution of Interaction
Di Li | CEO, Xiaoice Inc.
10:15-10:30 - When AI Meets Database
Chao Xie | CEO, Zilliz Inc.
10:30-10:45 - Deep Learning Based Intelligent Programming Pair
Ge Li | Associate professor of Peking University, founder of Alxcoder
10:45-11:00 - Taichi Graphics: Creating New Worlds in Computers
Yuanming Hu | Co-Founder of Taichi Graphics, CEO
11:00-12:00 - Panel：Opportunities and Challenges of AI Starup
Gang Cao | Executive Vice President of BAAI
Qiang Li | Partner of Hillhouse Venture
Fanjie Wei | Executive General Manager of Beijing Science&Technology Innovation Fund
Di Li | CEO, Xiaoice Inc.
Xing Jue | CEO, Zilliz Inc.
Ge Li | Associate professor of Peking University, founder of Alxcoder
Yuanming Hu | Co-Founder of Taichi Graphics，CEO
6月3日上午 - Industrial Intelligence
Track Chair: Zhe Shi - Chief digital officer, Foxconn Technology Group
09:00-09:10 - Digital Transformation and Industrial Intelligence
Zhe Shi | Chief Digital Officer, Foxconn Technology Group
09:10-09:30 - Orchestrating Ubiquitous Internet of Things with PaddlePaddle and Baidu AI
Haoyi Xiong | Director of Big Data Lab of Baidu Research Institute, R&D Architect
09:30-09:50 - The Application of Intelligent Logistics in Intelligent Manufacturing
Hongbo Li | CTO, Geek Plus
09:50-10:10 - The Application of Advanced Technology of Flexible Force Control Manipulator in Intelligent Manufacturing
Qian Wang | CTO, Agile Robots
10:10-10:30 - The Application of Advanced Technology of Industrial Intelligent
Wenjing Jin | Chief Data Scientist of CyberInsight
11:15-11:45 - TBD
Fuchun Sun | Tsinghua University
11:45-11:25 - Panel: Future Direction and Technical Barriers of Intelligent Manufacturing
Zhe Shi | 富士康科技集团首席数字官
Peng Wang | Intel中国研究院战略合作总监
Jian Wang | 科技自动化联盟秘书长
Chen Zhao | PNP中国合伙人
Lei Li | 华清科盛 CTO
Xi Zhang | 北京大学工业工程系 教授
11:25-11:55 - 加速营主题发布
6月3日上午 - 强化学习与决策智能论坛（线上）
Track Chair: Jieping ye - 贝壳找房副总裁、首席科学家，智源研究员
09:00-09:05 - 开幕致辞
Jieping Ye | Scientist
09:05-09:35 - 强化学习的特征表示与知识迁移
Xin Xu | Director
09:35-10:05 - 数据驱动的约束强化学习
Lei Ying | Professor
10:05-10:35 - Demystifying (Deep) Reinforcement Learning with Optimism and Pessimism
Zhaoran Wang | Assistant professor
10:35-11:05 - 深度强化学习的挑战及落地
Jianye Hao | Director
11:05-11:35 - 网约车交易市场优化：学习与评估
Tony Qin | Researcher
6月3日上午 - International AI Research Institute Summit
Host: Will Knight - Senior Writer, WIRED
09:00-09:10 - Opening remarks
Tiejun Huang | Director, BAAI
09:10-09:30 - Introduction to the AI institute by each speaker
Oren Etzioni | CEO, Allen Institute for AI
Fabio Cozman | Director, C4AI
Tiejun Huang | Director, BAAI
09:30-10:30 - Panel discussion
Oren Etzioni | CEO, Allen Institute for AI
Fabio Cozman | Director, C4AI
Tiejun Huang | Director, BAAI
10:30-10:45 - Q&A session
6月3日上午 - Natural Language Processing
Chair & Host: Xiaojun Wan - Peking University
Chair & Host: Jiajun Zhang - Institute of Automation，Chinese Academy of Sciences
09:00-09:15 - BBAI
Zhiyuan Liu | Tsinghua University
09:15-09:45 - Machine Translation - A Front Runner of Artificial Intelligence
Hang Li | Byte Beat
09:45-10:15 - multimodal dialogue: recent research progress and large scale industrial applications
Xingdong He | JD.COM
10:15-10:25 - Break
10:25-10:55 - Big Data and Multimodal Semantic Understanding
Zaiqing Nie | Tsinghua University
10:55-11:25 - Research and Applications of On-device NLP Technoloies
Bin Wang | Xiaomi
11:25-12:15 - Panel
6月3日上午 - AI and Social economy
Chair: Qiao Liu - Dean, Guanghua School of Management, Peking University
Host: Juanjuan Meng - Guanghua School of Management, Peking University
09:00-09:30 - Artificial Intelligence Adoption: A Systems Approach
Joshua Gans | Professor, University of Toronto
09:30-10:00 - The Persisting Effects of the General Data Privacy Regulation on Technology Venture Investment
Ginger Zhe Jin | Professor, University of Maryland
10:00-10:30 - Risk Perception, Tort Liability, and Emerging Technologies
Hong Luo | Associate Professor, Harvard University
10:30-11:00 - Application and Prospect of Artificial Intelligence in Accounting and Finance
Hail Lu | Professor, Peking University
11:00-11:30 - The Impact of Artificial Intelligence on Middle-income Group
Li'an Zhou | Professor, Peking University
11:30-12:30 - Roundtable discussion: 1. The impact of artificial intelligence on population and the labor market; 2. How to improve social acceptance of AI technologies
Xi Weng | Professor, Peking University
Guangjun Li | Head of JD.com Intelligent Customer Service Operations
Yao Tang | Associate Professor, Peking University
Chong Wang | Associate Professor, Peking University
Hui Wang | Associate Professor, Peking University
Zhe Xu | Chief Algorithm Engineer at Didi
6月3日上午 - AI Transportation
Chair: Weifeng Lv - Dean, School of computer science, Beijing University of Aeronautics and Astronautics
Host: Bowen Du - Beijing University of Aeronautics and Astronautics
Host: LeiLei Sun - Beijing University of Aeronautics and Astronautics
09:00-09:10 - Speech
Weifeng Lv | Beijing University of Aeronautics and Astronautics
09:10-09:40 - Thinking of Intelligent Highway and Vehicle-road Collaborative Development
Gang Wang | Vice Director of Highway Monitoring & Responce Center, Ministry of Transport of the People's Republic of China
09:40-10:10 - Artificial Intelligence in Intelligent Logistics Systems: Opportunities and Challenges
Huaxia Hua | Meituan
10:10-10:25 - BAAI-VANJEE Roadside Dataset: Towards the Connected Automated Vehicle Highway technologies in Challenging Environments of China
Dengjiang Wang | VANJEE TECHNOLOGY
10:25-10:40 - Speech
Bowen Du | Beijing University of Aeronautics and Astronautics
10:40-10:50 - Break
10:50-11:50 - Edge Agent: New generation of ITS infrastructure
Yafu Sun | China TransInfo Technology Co., Ltd
11:20-11:50 - Thinking and practice: AI+Transportation
Chang Tan | iFLYTEK
11:50-12:20 - Research and Application Exploration on Real-time Online Urban Road transportation Simulation Technology
Zhenwu Chen | Director of science and Technology Innovation Center / future transportation Laboratory of Shenzhen Urban Transportation Planning and Design Research Center
6月3日下午 - Forum
Chair: Jun Zhu - Professor of Tsinghua University
13:30-13:45 - Speech
Bo Zhang | Tsinghua University
Jianguo Tang | Beijing Municipal Bureau of economy and information technology
13:45-14:00 - Speech
Wei Wei | The China Academy of Information and Communications Technology
14:00-14:15 - Speech
Tian Tian | CEO,RealAI
14:15-14:30 - Speech
Yuan He | Alibaba
14:30-14:45 - Speech
Chenfu Bao | Baidu
14:45-15:00 - Adversarial Robustness Benchmark
Bo Zhang | Academician of CAS
Jun Zhu | Tsinghua University
Hui Xue | Alibaba
Tian Tian | CEO,RealAI
15:00-15:15 - Speech
Huang Bing | ICBC
15:15-15:30 - Speech
Xue Wang | CCB Financial Technology Co., Ltd
15:30-15:45 - Speech
Quan Jia | SANY HEAVY INDUSTRY CO., LTD.
15:45-16:00 - Speech
Feng Tian | GTG Banking
16:00-16:15 - Speech
Zheng Liang | Tsinghua University
16:15-16:30 - Speech
Jihong Chen | Zhong Lun Law Firm
16:30-17:00 - Panel Discussion
Lin Shi | Artiflcial Intelligence Industry Alliance
Yan Meng | ICBC
Chen Zhang | Shanghai Pudong Development Bank
Cheng Li | Everbright Bank
Yiqiang Sun | Didi
Liyuan Liu | RealAI
6月3日下午 - AI pharmacy
Track Chair: Bai Lu - Professor of Tsinghua University
13:25-13:30 - Opening speech
Bai Lu | Professor of Tsinghua University
13:30-14:10 - Application of Artificial Intelligence in Clinical Cohort Studies
Yongjun Wang | President of Tiantan Hospital
14:10-14:50 - Health Calculation
Weiying Ma | Professor of Tsinghua University
14:50-15:30 - The Current State and Future of Development of Drug with AI
Dakui Zhang | Investment Manager of BAAI
15:30-16:10 - End-to-end AI-powered Drug Discovery with Experimental Validation - How AI Helped Make a Breakthrough in Fibrosis
Alex Zhavoronkov | CEO, Insilico Medicine CSO, The Biogerontology Research Foundation
16:10-17:00 - Panel
Jianfeng Pei | Professor of Peking University, Founder of Infinite Intelligence Pharma
Wei Liu | Co-Founder and CEO of Biomap
Jianyi Yang | Professor of School of Mathematical Sciences, Nankai University
Jian Zhang | Professor of School of Medicine, Shanghai Jiaotong University
6月3日下午 - AI Open
Track Chair: Jie Tang - BAAI，Tsinghua University
13:30-13:50 - AI Open Basic Information and Vision
Jie Tang | BAAI
13:50-14:20 - Neural machine translation: A review of methods, resources, and tools
Zhixing Tan | Tsinghua University
14:20-14:50 - Extracting Events and Their Relations from Texts: A Survey on Recent Research Progress and Challenges
Kang Liu | Institute of Automation, Chinese Academy of Sciences
14:50-15:20 - User behavior modeling for Web search evaluation
Fan Zhang | Tsinghua University
15:20-15:40 - Tea Break
15:40-16:10 - Graph neural networks: A review of methods and applications
Zhiyuan Liu | Tsinghua University
16:10-16:40 - A comprehensive survey of entity alignment for knowledge graphs
Lei Hou | Tsinghua University
16:40-17:40 - Panel
TBD | TBD
Zhixing Tan | Tsinghua University
Kang Liu | Institute of Automation, Chinese Academy of Sciences
Fan Zhang | Tsinghua University
Lei Hou | Tsinghua University
6月3日下午 - AI系统论坛（地点：畅春厅）
Host: Jidong Zhai - Tsinghua University
13:30-14:00 - 深度几何学习与“计图”框架新进展
Shiming hu | Professor
14:00-14:30 - MindSpore的设计理念以及在盘古大模型上的实践
Xuefeng jin | Architect
14:30-15:00 - GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding（线上）
Dehao Chen | Google Senior Staff Software Engineer
15:00-15:30 - Automated Discovery of Machine Learning Optimizations（线上）
Zhihao Jia | Facebook Researcher/ CMU assistant professor
15:30-16:00 - AI Compiler in Alibaba
Wei Lin | Researcher
16:00-16:30 - 飞桨框架2.0设计思想和大规模应用实践
Xiaoguang Hu | Arr
16:30-17:00 - 为什么我们需要重新设计分布式深度学习框架
Jinhui yuan | Founder
17:00-17:45 - 圆桌论坛：AI系统的发展趋势与挑战
Jidong Zhai | Tsinghua University
Shiming hu | Professor
Xuefeng jin | Architect
Wei Lin | Researcher
Xiaoguang Hu | Architecrt
Jinhui Yuan | Founder
6月3日下午 - Large-scale Vision Model Session
Chair & Host: Shiguang Shan - Researcher, Institute of Computing Technology, Chinese Academy of Sciences
13:30-14:15 - Speech
Qi Tian | Huawei
14:15-15:00 - Speech
Xiaohau Zai | Google
15:00-15:45 - Speech
Ruihua Song | Renmin University of China
15:45-17:00 - Speech
Qi Tian | Huawei
Xiaohau Zai | Google
Ruihua Song | Renmin University of China
Jiwen Lu | Tsinghua University
XiangYu Zhang | Megvii
Zhiwu Lu | Renmin University of China
6月3日下午 - Plenary Session Closing Ceremony
Host: Jie Tang - Professor of Tsinghua University, Deputy Director of BAAI
19:00-19:50 - The Wedding of Neural and Artificial Reinforcement Learning
Peter Dayan | Director, Max Planck Institute for Biological Cybernetics in Tübingen, Germany
19:50-20:40 - Dialogues Highlights
Hongjiang Zhang | Chairman of BAAI
Stuart Russell | Professor of California, Berkeley
20:40-21:30 - Computational Sustainability: Computing for a Better World and a Sustainable Future
Carla Gomes | Professor of Cornell University
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