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Artificial Intelligence

Second CAAI International Conference, CICAI 2022, Beijing, China, August 27–28, 2022, Revised Selected Papers, Part II

  • Conference proceedings
  • © 2022

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Editors:
  1. Lu Fang

    1. Tsinghua University, Beijing, China

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  2. Daniel Povey

    1. Xiaomi Inc., Beijing, China

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  3. Guangtao Zhai

    1. Shanghai Jiao Tong University, Shanghai, China

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  4. Tao Mei

    1. JD Explore Academy, Beijing, China

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  5. Ruiping Wang

    1. Chinese Academy of Sciences, Beijing, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13605)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: CICAI 2022.

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About this book

This three-volume set LNCS 13604-13606 constitutes revised selected papers presented at the Second CAAI International Conference on Artificial Intelligence, held in Beijing, China, in August 2022. CICAI is a summit forum in the field of artificial intelligence and the 2022 forum was hosted by Chinese Association for Artificial Intelligence (CAAI).

The 164 papers were thoroughly reviewed and selected from 521 submissions. CICAI aims to establish a global platform for international academic exchange, promote advanced research in AI and its affiliated disciplines such as machine learning, computer vision, natural language, processing, and data mining, amongst others.

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Table of contents (51 papers)

  1. Front Matter

    Pages i-xix
    Download chapter PDF

  2. AI Ethics, Privacy, Fairness and Security

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Saliency Map-Based Local White-Box Adversarial Attack Against Deep Neural Networks

      • Haohan Liu, Xingquan Zuo, Hai Huang, Xing Wan
      Pages 3-14

    3. Improving Adversarial Attacks with Ensemble-Based Approaches

      • Yapeng Ji, Guoxu Zhou
      Pages 15-29

  3. Applications of Artificial Intelligence

    1. Front Matter

      Pages 31-31
      Download chapter PDF

    2. Browsing Behavioral Intent Prediction on Product Recommendation Pages of E-commerce Platform

      • Zebin Cai, Yankun Zhen, Mingrui He, Liuqing Chen, Lingyun Sun, Tingting Zhou et al.
      Pages 33-45

    3. An Optical Satellite Controller Based on Diffractive Deep Neural Network

      • Shaohua Liu, Hongkun Dou, Hongjue Li, Yue Deng
      Pages 46-58

    4. Incomplete Cigarette Code Recognition via Unified SPA Features and Graph Space Constraints

      • Huiming Ding, Zhifeng Xie, Jundong Lai, Yanmin Xu, Lizhuang Ma
      Pages 59-70

    5. A Large-Scale Tobacco 3D Bin Packing Model Based on Dual-Task Learning of Group Blocks

      • Xudong Liu, Haosong Wang
      Pages 71-83

    6. ETH-TT: A Novel Approach for Detecting Ethereum Malicious Accounts

      • Ziang Yuan, Tan Yang, Jiantong Cao
      Pages 84-94

    7. Multi-objective Meta-return Reinforcement Learning for Sequential Recommendation

      • Yemin Yu, Kun Kuang, Jiangchao Yang, Zeke Wang, Kunyang Jia, Weiming Lu et al.
      Pages 95-111

    8. Purchase Pattern Based Anti-Fraud Framework in Online E-Commerce Platform Using Graph Neural Network

      • Sanpeng Wang, Yan Liu, Chu Zheng, Rui Lin
      Pages 112-123

    9. Physical Logic Enhanced Network for Small-Sample Bi-layer Metallic Tubes Bending Springback Prediction

      • Chang Sun, Zili Wang, Shuyou Zhang, Le Wang, Jianrong Tan
      Pages 124-135

    10. Blind Surveillance Image Quality Assessment via Deep Neural Network Combined with the Visual Saliency

      • Wei Lu, Wei Sun, Xiongkuo Min, Zicheng Zhang, Tao Wang, Wenhan Zhu et al.
      Pages 136-146

    11. Power Grid Bus Cluster Based on Voltage Phasor Trajectory

      • Kaiyue Xu, Ying Qiao, Daowei Liu
      Pages 147-158

    12. Following the Lecturer: Hierarchical Knowledge Concepts Prediction for Educational Videos

      • Xin Zhang, Qi Liu, Wei Huang, Weidong He, Tong Xiao, Ye Huang
      Pages 159-170

    13. Learning Evidential Cognitive Diagnosis Networks Robust to Response Bias

      • Jiawei Liu, Jingyi Hou, Na Zhang, Zhijie Liu, Wei He
      Pages 171-181

    14. An Integrated Navigation Method for UAV Autonomous Landing Based on Inertial and Vision Sensors

      • Kejun Shang, Xixi Li, Chongliang Liu, Li Ming, Guangfeng Hu
      Pages 182-193

    15. An Automatic Surface Defect Detection Method with Residual Attention Network

      • Lei Yang, Suli Bai, Hanyun Huang, Shuyi Kong
      Pages 194-205

    16. Research on Intelligent Decision-Making Irrigation Model of Water and Fertilizer Based on Multi-source Data Input

      • Shanshan Li, Yisheng Miao, Xiao Han, Wei Guo
      Pages 206-217
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Other volumes

  1. Artificial Intelligence

  2. Artificial Intelligence

  3. Artificial Intelligence

Editors and Affiliations

  • Tsinghua University, Beijing, China

    Lu Fang

  • Xiaomi Inc., Beijing, China

    Daniel Povey

  • Shanghai Jiao Tong University, Shanghai, China

    Guangtao Zhai

  • JD Explore Academy, Beijing, China

    Tao Mei

  • Chinese Academy of Sciences, Beijing, China

    Ruiping Wang

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