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IC 2024 : 2024 BenchCouncil International Symposium on Intelligent Computers, Algorithms, and Applications | |||||||||||||||
Link: https://www.benchcouncil.org/ic2024 | |||||||||||||||
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Call For Papers | |||||||||||||||
Topic:
AI algorithms: machine learning (deep learning, statistical learning, etc) natural language processing computer vision data mining multiagent systems knowledge representation robotics search, planning, and reasoning Security and Privacy of AI: Fairness, interpretability, and explainability for AI AI Regulations Adversarial learning Membership inference attacks Data poisoning & backdoor attacks Security of deep learning systems Robust statistics Differential privacy & privacy-preserving data mining AI for security and privacy: Computer forensics Spam detection Phishing detection and prevention Botnet detection Intrusion detection and response Malware identification and analysis Intelligent vulnerability fuzzing Automatic security policy management & evaluation Big data analytics for security AI for Civil Aviation: AI in Aircraft Maintenance, Repair and Overhaul (MRO) AI in Operations Management and Revenue Optimization against safety control AI in Customer Service and Engagement AI in Aircraft Design Optimization AI in Identification of Passengers Pitfalls of using AI in Aviation The integrity, Metadata integration architecture, effectiveness, consistency, standardi-zation, openness and sharing management of the civil aviation data Digital Business of civil aviation, quality management of Civil Aviation data Digital Air-Control Management and Digital Surveillance Management of Civil Aviation AI for education: Position papers on AI for education Large language models for education AI models of teaching and learning AI-assisted education Innovative applications of AI technologies in education Evaluation of AI technologies in education Intelligent tutoring systems Human-computer collaborative education systems Ethics and AI in education Impacts of AI technologies on education AI for high energy physics: Machine learning methods or models for HEP, including event triggering, particle identification, fast simulation, event reconstruction, noise filtering, detector monitoring, and experimental control. Utilizing high-performance computing for implementing machine learning methods in HEP, such as feature detection, feature engineering, usability, interpretability, robustness, and uncertainty quantification. Optimizing machine learning models on large-scale HEP simulation or experimental datasets. Deepening the modeling and simulation of HEP scientific problems using machine learning techniques. Harnessing emerging hardware (e.g., GPUs, NPUs, FPGAs) to accelerate machine learning processes for HEP data. Applications of large-scale language models in machine learning for HEP. Applications of quantum machine learning in machine learning for HEP. AI for Law: Argument mining on legal texts Automatic classification and summarization of legal text Computational methods for negotiation and contract formation Computer-assisted dispute resolution Computable representations of legal rules and domain specific languages for the law Decision support systems in the legal domain Deep learning on data and text from the legal domain E-discovery, e-disclosure, e-government, e-democracy and e-justice Ethical, legal, fairness, accountability, and transparency subjects arising from the use of AI systems in legal practice, access to justice, compliance, and public administration Explainable AI for legal practice, data, and text analytics Formal and computational models of legal reasoning (e.g., argumentation, case-based reasoning), including deontic logics) Formal and computational models of evidential reasoning Formal models of norms and norm-governed systems Information extraction from legal databases and texts Information retrieval, question answering, and literature recommendation in the legal domain Intelligent support systems for forensics Interdisciplinary applications of legal informatics methods and systems Knowledge representation, knowledge engineering, and ontologies in the legal domain Legal design involving AI techniques Machine learning and data analytics applied to the legal domain Normative reasoning by autonomous agents Open and linked data in the legal domain Smart contracts and application of blockchain in the legal domain Visualization techniques for legal information and data AI for Materials Science and Engineering: AI for materials design AI for property prediction AI for Medicine: Medical AI and Interpretable Medical Models AI, Block Chain, Cloud, and Data Techniques for Medicine Big Medical data and Privacy Protection Artificial Intelligence and Medical Image Analysis Internet-based Medical Diagnosis Medical Robot Drug discovery and Computer-aided Design Artificial Intelligence in Medical Diagnosis Medical Data and AI Practice and Case Study AI for Ocean Science and Engineering Ocean Front Detection Mesoscale Eddy Recognition Underwater Image Enhancement Underwater Image Super-Resolution Underwater Object Recognition, Detection and Tracking Sea Surface Height Estimation Sea Surface Temperature Estimation Internal Wave Identification Wave Height Estimation AI for Science: Learning from acoustics Learning physical dynamics from data Speeding up physical simulators, samplers and solvers Molecular modeling and de novo generation Modeling biological systems, genomics, protein, RNA Accelerating cosmological simulations Improving crop yields through precision agriculture Optimizing aerospace product design and development Benchmarking related or new tasks (i.e. datasets, sota models, etc.) Building tools/infrastructures/platforms for scientific discovery Study of science of science/scientific methods AI for space science and engineering: Space science target prediction, detection and feature extraction based on AI technology Uncertain analysis of AI models in space science Physics-informed machine learning in space science AI surrogate of the physics models How to gain new knowledge from the space science AI models Foundation models in space science Use AI technology to assist in space mission planning and scheduling AI-assisted space satellite anomaly detection and emergency decision-making AI in Finance: Applications of AI in finance: such as capital markets, investment and financing in real economy, risk management, investment decision-making, transaction execution, etc. Impact of AI on the financial industry: discuss the influence of AI in the financial industry, such as improving efficiency, reducing risks, and optimizing customer experience. Challenges and opportunities for AI: Explore the technical, ethical, regulatory, and other challenges faced by AI in the financial field, and how to overcome them. Sustainable development of intelligent finance: explore how to promote the development of finance industry with extensive AI application while maintaining the principles of sustainable development. Ethics and transparency: explore the ethical and transparency issues raised by AI in the financial field. AI Systems: Scalable and distributed AI systems High-performance computing for AI System-level optimization for deep learning Efficient hardware architectures for AI Model compression and acceleration techniques Memory management and resource allocation in AI systems Real-time and edge AI systems AutoML and automated system design Benchmarking and evaluation of AI systems Observaility of AI systems Edge computing for AI systems Reliability of AI systems GPU sharing Intelligent Operations of AI systems Graph computing systems Domain specific AI systems Serverless architecture for AI systems Organizing Committees General Chair Jianfeng Zhan, International Open Benchmark Council, China Program Co-Chairs Weiping Li, Oklahoma State University, USA Chunjie Luo, Institute of Computing Technology, Chinese Academy of Sciences, China Publicity Chair Shaopeng Dai, Institute of Computing Technology, Chinese Academic of Science, China Publicity Associate Chair Han Yin, East China University of Political Science and Law, China Yicheng Liao, Guanghua Law School, Zhejiang University, China PC member Bin Wang, Nankai University, China Biwei Xie, Institute of Computing Technology, Chinese Academic of Science, China Bibo Tu, Institute of Information Engineering, Chinese Academy of Sciences, China Bin Wang, Northeastern University, China Chunhua Xiao, Chongqing University, China Chunying Li, Guangdong Polytechnic Normal University, China Cheng Qian, Guangdong Institute of Intelligence Science and Technology, China Chengwen Zhang, Beijing University of Posts and Telecommunications, China Congfeng Jiang, Hangzhou Dianzi University, China Dexin Zhou, CUNY Baruch College, USA Diego Oliva, University of Guadalajara, Mexico Duohe Ma, State Key Laboratory of Information Security, Institute of Information Engineering, CAS, China Di Zhao, Institute of Computing Technology, Chinese Academy of Sciences, China Dejin Yang, Beijing Jishuitan Hospital, China Di Hou, Xi'an Jiaotong University, China Dan Huang, Sun YAT-SEN University, China Di Zhang, Xi'an Jiaotong-Liverpool University, China Fanda Fan, Institute of Computing Technology, Chinese Academy of Sciences, China Fuwei Jiang, Central University of Finance and Economics, China Guihua Shan, Computer Network Information Center, Chinese Academy of Sciences, China Guan Gui, Nanjing University of Posts and Telecommunications, China Guoqiang Zhong, Ocean University of China, China Haoyu Gao, Renmin University of China, China Hongjia Li, Chinese academy of sciences, China Hui Sun, Anhui University, China Hongliang Liang, Beijing University of Posts and Telecommunications, China Huaxi Gu, Xidian University, China Hideyuki Takahashi, Tohoku Gakuin University, Japan Juan Fang, Beijing University of Technology, China Jungang Xu, University of Chinese Academy of Sciences, China Jialiang Tan, Lehigh University, USA Jing Qiu, Guangzhou University, China Jiaquan Gao, Nanjing Normal University, China Jianwu Wang, University of Maryland, Baltimore County, USA Jian Wu, Anqing Normal University, China Kai Wu, South China University of Technology, China Kejiang Ye, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China Kun Yang, National Institute of Metrology of China, China Kelu Yao, Zhejiang Lab, China Lei Wang, Institute of Computing Technology, Chinese Academy of Sciences, China Lanju Kong, Shandong University, China Lin Cui, Jinan University, China Liqiu Yang, University of Southern California, USA Lu Leng, Nanchang Hangkong University, China Lei Wang, Institute of Physics, Chinese Academy of Sciences, China Linping Wu, China Academy of Engineering Physics, China Li Gao, University of Shanghai for Science and Technology, China Li Xiao, Beijing University of Posts and Telecommunications, China Luntian Mou, Beijing University of Technology, China Li Wang, Taiyuan University of Technology, China Lingjun Fan, Guiyang Big Data Industry Group, China Luqi Gong, Zhejiang Lab, China Miao Wang, Academy of Military Sciences, PLA, China Peng Bao, Beijing Jiaotong University, China Pengfei Zheng, Huawei, China Pengfei Chen, Sun YAT-SEN University, China Pengfei Wang, Computer Network Information Center, Chinese Academy of Sciences, China Ruixuan Wang, Sun YAT-SEN University, China Saiqin Long, Jinan University, China Sadegh Nobari, Chief Information Officer, Startbahn, Japan Shiyang Yu, Nankai University, China Shengzhong Feng, Guangdong Institute of Intelligence Science and Technology, China Shinan Cao, University of International Business and Economics, China Siqi Shi, Shanghai University, China Weile Jia, Institute of Computing Technology, Chinese Academy of Sciences, China Wing Chiu, Department of Mechanical and Aerospace Engineering, Monash University, Australia Wei Wang, East China Normal University, China Weihe Gao, Shanghai University of Finance and Economics, China Weixiang Liu, Shenzhen University, China Wenyao Zhang, Beijing Institute of Technology, China Weiqin Tong, Shanghai University, China Weijun Sun, Guangdong University of Technology, China Wenzhong Wang, Anhui University, China Wen Xiong, Yunnan Normal University, China Wanlin Gao, Institute of Computing Technology, Chinese Academy of Sciences, China Weiwei Zhan, University of Central Florida, USA Xiaolan Xie, Guilin University of Technology, China Xiangdong Wang, Institute of Computing Technology, Chinese Academy of Sciences, China Xiaoyong Tang, Changsha University of Science & Technology, China Xiangwen Liao, Fuzhou University, China Xianjin Fang, Anhui University of Science and Technology, China Xinchou Lou, University of Texas at Dallas, Dallas & Institute of High Energy Physics (IHEP), China Xuesong Lu, School of Data Science and Engineering, East China Normal University, China Xu Chen, Sun YAT-SEN University, China Yanwu Yang, Huazhong University of Science and Technology, China Yanni Han, Institute of Information Engineering, Chinese Academy of Sciences, China Yanwei Liu, Institute of Information Engineering, Chinese Academy of Sciences, China Yifeng Zhu, Central University of Finance and Economics, China Yingjie Shi, Beijing Institute of Fashion Technology, China Yushan Su, Princetion University, USA Yaoqi Liu, Institute of Computing Technology, Chinese Academy of Sciences, China Yongkai Fan, Communication University of China, China Yanwu Xu, South China University of Technology, China Yanjie Wei, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China Yu Wen, Institute of Information Engineering, Chinese Academy of Sciences, China Yinliang Yue, Zhongguancun Laboratory, China Yong Xia, Northwestern Polytechnical University, China Yongjun Xu, Institute of Computing Technology, Chinese Academy of Sciences, China Yi Wang, Shenzhen University, China Ye Li, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China Yue Liu, Shanghai University, China Yuxin Ding, Harbin Institute of Technology, Shenzhen, China Yong Tang, South China Normal University, China Yunyou Huang, Guangxi Normal University, China Yuhui Deng, Jinan University, China Yi Jin, Beijing Computing Center, China Zhihui Lu, Fudan University, China Zili Zhang, Southwest University, China Zitao Liu, Jinan University, China Zhihong Tian, Guangzhou University, China Zhen Jia, Amazon, USA Zhujie Ren, Zhejiang Laboratory, China Zhibin Yu, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China Zheng Yuan, King's College London, United Kingdom Zhigang Qiu, Renmin University of China, China |
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