| {"Query": "Machine Learning领域的Zhuo Wang的简介？", "Query_en": "What is the introduction of Zhuo Wang in Machine Learning field?", "Answer": "Skills and Expertise<br>Machine Learning<br>Classification<br>Neural Networks and Artificial Intelligence<br>Data Mining and Knowledge Discovery", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Zhuo Wang", "organization": "Department of Computer Science and Technology, Tsinghua University", "interest": "Machine Learning"}} | |
| {"Query": "Feature Extraction领域的Mahdi Hajiabadi的简介？", "Query_en": "What is the introduction of Mahdi Hajiabadi in Feature Extraction field?", "Answer": "Mahdi’s research is about using graph theory algorithms, data mining and machine learning in order to analyze biological data. In particular, it focuses on summarizing/clustering biological data which is useful in many areas such as noise reduction, extracting hidden information, and visualization.", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Mahdi Hajiabadi", "organization": "Island Health - Vancouver Island Health Authority", "interest": "Feature Extraction"}} | |
| {"Query": "Historical Information领域的Han Shao的简介？", "Query_en": "What is the introduction of Han Shao in Historical Information field?", "Answer": "I am interested in machine learning theory. In particular, I am interested in understanding empirical observations from a theoretical perspective.", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Han Shao", "organization": "Toyota Technological Institute at Chicago", "interest": "Historical Information"}} | |
| {"Query": "Graph Embedding领域的Ylli Sadikaj的简介？", "Query_en": "What is the introduction of Ylli Sadikaj in Graph Embedding field?", "Answer": "", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Ylli Sadikaj", "organization": "Faculty of Computer Science, University of Vienna", "interest": "Graph Embedding"}} | |
| {"Query": "User Profile领域的Lanbo Zhang的简介？", "Query_en": "What is the introduction of Lanbo Zhang in User Profile field?", "Answer": "Passionate about using machine learning and statistics to solve the problems in search and recommendation systems.", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Lanbo Zhang", "organization": "Airbnb", "interest": "User Profile"}} | |
| {"Query": "Intrusion Detection领域的Ruijie Zhao的简介？", "Query_en": "What is the introduction of Ruijie Zhao in Intrusion Detection field?", "Answer": "His research interests include deep learning, network security, and Internet of Things", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Ruijie Zhao", "organization": "School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University", "interest": "Intrusion Detection"}} | |
| {"Query": "Random Walk领域的Bruno Ribeiro的简介？", "Query_en": "What is the introduction of Bruno Ribeiro in Random Walk field?", "Answer": "My central research interest is the principled measurement, analysis, and mining of large-scale complex social and communication networks. Networks are the natural framework of many of todays highest impact computing applications: online social networking, Web search, product recommendations, mobile ad-hoc networking, and online dating are just a few examples. My past and current research efforts coalesce into my long-term goal of developing measurement tools and explanatory and predictive models that can measure, explain, forecast, and enhance networked systems where entities interact and evolve in complex ways.", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Bruno Ribeiro", "organization": "Department of Computer Science, Carnegie Mellon University", "interest": "Random Walk"}} | |
| {"Query": "Feature Extraction领域的Jian Zhang的简介？", "Query_en": "What is the introduction of Jian Zhang in Feature Extraction field?", "Answer": "A/Prof Zhang’s current research interests include 2D- and 3D-based computer vision, pattern recognition & data analytics, large-scale image and video content analytics, retrieval and mining, and multimedia and social media signal processing.", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Jian Zhang", "organization": "University of Technology Sydney", "interest": "Feature Extraction"}} | |
| {"Query": "Electronic Health Records领域的Fengyi Tang的简介？", "Query_en": "What is the introduction of Fengyi Tang in Electronic Health Records field?", "Answer": "His project involves data mining Electronic Health Records (EHR) and building prognostic tools for determining probability of readmission for congestive heart failure patients within a 180-day prediction window. He is investigating the outcomes of two aims in medical informatics research: 1) formulating medical prognostics into machine learning problems and 2) identifying new ways to phenotype patients to corresponding disease patterns among populations. He is a PhD student in the Department of Computer Science and Engineering.", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Fengyi Tang", "organization": "Michigan State University", "interest": "Electronic Health Records"}} | |
| {"Query": "Data Mining领域的Mohammad Al Hasan的简介？", "Query_en": "What is the introduction of Mohammad Al Hasan in Data Mining field?", "Answer": "I am an Assistant Professor at IUPUI CS. Graph Mining is my core research interest. But, I am broadly interested in data mining, bioinformatics, biomedical informatics, machine learning, information retrieval and social network analysis. I got my PhD from the Computer Science department at RPI. Here is a copy of my PhD dissertation, which won SIGKDD Doctoral Dissertation Award for the year of 2010. Until August 2010, I was a senior research scientist at eBay Research Labs, San Jose, CA. Earlier, I obtained an MS degree from the Department of Computer Science at the University of Minnesota, Twin Cities and a BS degree from BUET.", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Mohammad Al Hasan", "organization": "Indiana University Purdue University indianapolis", "interest": "Data Mining"}} | |
| {"Query": "Hawkes Processes领域的Martin Bompaire的简介？", "Query_en": "What is the introduction of Martin Bompaire in Hawkes Processes field?", "Answer": "Josh Wills’ definition concisely tells how I feel as a data scientist. On the other hand, I have been passionate about programming for 7 years. It all began with a side project which is now a live mobile application: MisterGoodBeer. Then, I discovered machine learning which I enjoy using, in combination with programming, to extract knowledge from data. When existing methods don’t provide satisfying results, I find it thrilling to dive in and deeply understand the algorithms to mix or adapt them. It also is important for me to produce clean, reusable and easy to share code. Additionally, I take satisfaction in polishing my algorithms with precise low-level optimizations to achieve better performances.", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Martin Bompaire", "organization": "Criteo", "interest": "Hawkes Processes"}} | |
| {"Query": "Security领域的Dawn Song的简介？", "Query_en": "What is the introduction of Dawn Song in Security field?", "Answer": "Research Interests: Deep learning, security, and blockchain. Deep learning and program synthesis and analysis. Secure deep learning and artificial intelligence. Blockchain and decentralized systems. Computer security, privacy, and applied cryptography, including security and privacy issues in systems, software, networking, and databases. Using program analysis, algorithms design, and machine learning for security and privacy.<br>", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Dawn Song", "organization": "Computer Science Division, University of California, Berkeley", "interest": "Security"}} | |
| {"Query": "Churn领域的Heinrich Jiang的简介？", "Query_en": "What is the introduction of Heinrich Jiang in Churn field?", "Answer": "Honors & awards\nInternational Mathematics Olympiad (IMO) Bronze Medal\nUSA Computing Olympiad (USACO) Gold Division Qualifier\nUSA Mathematics Olympiad (USAMO) Top 30", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Heinrich Jiang", "organization": "Google", "interest": "Churn"}} | |
| {"Query": "Deep Learning Architectures And Techniques领域的Kai Han的简介？", "Query_en": "What is the introduction of Kai Han in Deep Learning Architectures And Techniques field?", "Answer": "Working on computer vision, in particular visual backbone models and model compression.", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Kai Han", "organization": "Noah's Ark Lab, Huawei Technologies", "interest": "Deep Learning Architectures And Techniques"}} | |
| {"Query": "Reinforcement Learning领域的Wenwu Ou的简介？", "Query_en": "What is the introduction of Wenwu Ou in Reinforcement Learning field?", "Answer": "Responsible for products search algorithm team of Taobao，the largest e-commercial search in the world servicing for hundred millions of people every day，my team‘s work includes personalization search & recommendation, ranking feature and model design, ranking strategy and intelligent interaction，covers online learning, deep learning, reinforcement learning, model compression, natural language understanding and so on.", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Wenwu Ou", "organization": "Alibaba Group", "interest": "Reinforcement Learning"}} | |
| {"Query": "Materials Discovery领域的Zijiang Yang的简介？", "Query_en": "What is the introduction of Zijiang Yang in Materials Discovery field?", "Answer": "Research Interest:<br>Data mining and machine learning algorithms and applications<br>Deep learning algorithms and applications<br>Material informatics", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Zijiang Yang", "organization": "Department of Electrical Engineering and Computer Science, Northwestern University", "interest": "Materials Discovery"}} | |
| {"Query": "Relational Data领域的Jennifer Neville的简介？", "Query_en": "What is the introduction of Jennifer Neville in Relational Data field?", "Answer": "She is currently an elected member of the AAAI Executive Council. She was PC chair of the 9th ACM International Conference on Web Search and Data in 2016 and is PC chair for the SIAM International Conference on Data Mining in 2019. In 2012, she was awarded an NSF Career Award, in 2008 she was chosen by IEEE as one of \"AI's 10 to watch\", and in 2007 was selected as a member of the DARPA Computer Science Study Group. Her work, which includes over 100 peer-reviewed publications with more than 5000 citations, focuses on developing data mining and machine learning techniques for complex relational and network domains, including social, information, and physical networks.", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Jennifer Neville", "organization": "Department of Computer Science, Purdue University", "interest": "Relational Data"}} | |
| {"Query": "Deep Learning领域的Chenliang Li的简介？", "Query_en": "What is the introduction of Chenliang Li in Deep Learning field?", "Answer": "RESEARCH INTERESTS<br>Information Retrieval<br>Natural Language Processing<br>Statistics Learning<br>Data Mining<br>Social Media Analysis and Mining", "Base_Question_zh": "XX领域的XXX的简介？", "Base_Question_en": "What is the introduction of XXX in XX field?", "Inputs": "name, interest", "Outputs": "bio", "Entity_Information": {"name": "Chenliang Li", "organization": "School of Cyber Science and Engineering, Wuhan University", "interest": "Deep Learning"}} | |