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ORCID22nd ICIC 2026: Toronto, ON, Canada - Part VII
- De-Shuang Huang, Chuanlei Zhang, Wei Chen, Bo Li, Qinhu Zhang, Wenzheng Bao, Yijie Pan, Prashan Premaratne:
Advanced Intelligent Computing Technology and Applications - 22nd International Conference on Intelligent Computing, ICIC 2026, Toronto, ON, Canada, July 22-26, 2026, Proceedings, Part VII. Lecture Notes in Computer Science 16648, Springer 2027, ISBN 978-981-92-3399-1
Intelligent Computing in Communication Networks
- Zhilong Lu, Qincheng Qin, Jingyu Li, Kin-Fai Tong, Leon Wong, Baiyang Liu:
Deep-Learning-Enabled Fast Prediction of Desired Amplitude-Phase Responses in Massively Reconfigurable RF Phase Shifter. 3-15 - Bin Jiang
, Wen Shang, Yuzhen Wang, Ximei Xia:
EmoGraph: Graph-Enhanced Personalized Emotion Prediction with Large Language Models. 16-27 - Xiu Yang, Yingzhuang Li:
Can Large Language Models Predict Your Next Job? A Systematic Evaluation of Career Path Prediction on JobHop. 28-39 - Chang Liu, Peng Li, Yiwen Huang, Hai Yu:
Fairness-Aware Cross-Platform Online Assignment with Bilateral Preferences in Spatial Crowdsourcing. 40-53 - Guobing Zou, Shuyi Ye, Song Yang, Shengye Pang, Shengxiang Hu, Yanglan Gan, Bofeng Zhang:
Intelligent Collaborative Edge Caching via Contextual Bandits and Convex Relaxation. 54-66 - Can Xie, Junjie Zhang, Cicheng Wang, Jialiang Li, Zheyi Chen:
C-FLORA: A Modular Federated Adaptation Framework for Communication-Efficient, Continual, and Robust Edge Learning. 67-79 - Wanchang Jiang, Xinmeng Li, Danni Liu, Honghao Zhao:
A Risk-Balanced Routing Planning Method for Power Communication Networks Based on Whale Optimization and Dual-Objective Q-Learning. 80-92 - Jiarui Liang, Gaosai Liu, Jinyu Liu, Yuyu Yan, Xinglong Jiang, Guang Liang:
Beyond Blind Detours: Filtering Transient Noise for Precise LEO Routing via Trans-MADRL. 93-104 - Liuxue Huang, Cuimin Sun, Ji Liu, Biao He:
Dual-Head Collaborative Rectification for Semi-Supervised Weed Detection on YOLOv10. 105-116 - Xiao Liu, Shubo Liu, Zhaohui Cai, Guoqing Tu, Akram Y. Sarhan:
DP-OKM: An Efficient Dual-Phase Online Clustering Framework for Resource-Constrained Edge Gateways. 117-128 - Shaohua Lu, Zhongpei Liu, Gongyu Yang, Changshuai Zhan, Fengze Dong, Gaofeng Lv:
AeriSC: A Dual-Branch Semantic Communication System for UAV Aerial Image Transmission. 129-140 - Di Xiao, Zhouyuting Zhang, Yuchong Huang:
Privacy-Preserving Knowledge Distillation-Based Federated Adaptive Compressed Learning for Heterogeneous End-Edge-Cloud Collaboration. 141-153 - Yuhang Yan, Lingqi Guo, Danyang Chen, QianLi Zhang, Mei Li, Cheng Zhou, Cheng Chang, Lu Lu, Jingyu Wang:
Closed-Loop Network Configuration Update Optimization with Structured Formal Feedback. 154-165 - Lihua Song, Shuaijia Zhao, Dongchao Ma, Chunlai Du, Li Ma, Jie Gao:
Edge-dependent Task Offloading and Resource Allocation Based on Multi-agent Deep Reinforcement Learning. 166-177 - Huifa Zhao, Chengming Liu:
RobustFlow: Predictive Alignment and Low-Rank Adaptation for Enhanced Network Intrusion Detection. 178-189 - Shiqi Zhang, Yunlong Xie, Lin Sun, Haibo Wu, Lili Zhang:
Edge-Assisted KV-Cache Collaborative Loading for Split LLM Inference. 190-201 - Yuxin Chen, Ziheng Li, Kechen Zheng:
AoI-Aware Offloading Decision and Scheduling Order for Edge-Cloud Computing Networks: A Multi-agent DRL Framework. 202-213 - Xinyu Zhang, Bo Peng, Qiang Li, Xuhao Zhang:
Edge-Assisted Dynamic Scheduling for Collaborative Observation of Astronomical Events. 214-225 - Jinghong Wang, Hongbo Tao, Guodong Lu, Xin Zhou:
Data Augmentation via Complex-Valued Flow Matching in AMC. 226-238 - Jiarui Liang, Jinyu Liu, Xinglong Jiang, Gaosai Liu, Yuyu Yan, Guang Liang:
Resolving Spatial Pipelining in Satellite TSN: A Hyper-period Folding Scheduler. 239-250
Intelligent Computing in Finance Banking
- Pengju Ren, Chengbin Peng, Baisong Liu, Xiaoqin Fan:
An Adaptive Neuro-fuzzy Framework for Stock Price Forecasting. 253-264 - Qilu Zhu, Zijun Lu, Jianmin Zhu, Ning Chen, Shuo Yin, Simon Fong:
AlphaSeek: Trajectory-Level Self-iterative Factor Mining Framework for Multi-source Financial Data. 265-276 - Xinyi Zhou, Zihao Chen, Xiyuan Ma:
Physics-Informed Heterogeneous Graph Ensemble Network for Systemic Risk Assessment in Bond Markets. 277-286 - Yuhan Chen, Chaoge Zhang:
RobAlpha: Robustness-Aware Alpha Factor Mining with Adversarial Vulnerability Scoring. 287-299 - Haotong Luan, Minmin Chen, Zhenhui Lin, Haokai Ding, Yiwei Sheng:
Domain-Semantic Subspace Stacking for Financial Fraud Detection. 300-310 - Rongkun Cui, Kun Zhu, Nana Zhang:
STG-GNN: Semi-supervised Temporal Graph Learning Based on Group Strategy Against Credit Card Fraud. 311-323 - Jingan Chen, Wei Ding, Yu Zhang, Jingqi Gao, Lifan Chen, Pengfei Ding, Fan Lin:
DeepIndicator: A Decision-Aware Multi-factor Rebalancing Framework via Reinforcement Learning. 324-335 - Yue Wang, Chen Jin, Chong Huang, Wei Yang, Yiming Zhang:
ZAKA-FF: Zero-shot Adversarial Knowledge-Augmented Financial Fact-checking with Large Language lModels. 336-347 - Xinyu Wang, Yongqi Zhang, Bo Yan, Chunxiao Gao, Hongyi Su:
Risk-Aware Graph Neural Networks for Financial Fraud Detection. 348-359 - Wenliang Huang, Junkai Li, Zengyi Yu, Xiangjie Kong:
RISCTrade: A Dynamic Multi-Market Benchmark for Risk-Mandate Compliance of Large Language Models in Closed-Loop Trading. 360-370 - Yan-Jun Qian:
Bayesian Hyperparameter-Optimized Hybrid Mamba Model for Stock Price Prediction and Quantitative Trading. 371-385
Pattern Recognition
- Kejia Wang, Jinlai Zhang, Xinyu Zhang, Xiao Liu, Tiefang Zou, Kai Gao, Lin Hu:
DCA-YOLOv13: Infrared Overheating Defect Detection for Power Transmission Lines. 389-398 - Hui Sun, Pengfei Wang, Qiang Li, Hui Xu, Yanwen Li:
Text-Guided Task Decoupling for Temporal Action Localization. 399-410 - Kaijie Xu, Chaojun Zhang, Zhenhua Guo, Xiaoshuang Shi:
DFPA: Dual-level Feature Perturbation Augmentation for Whole Slide Image Analysis. 411-423 - Jiacheng Hu, Wenzhu Yang, Xiaofeng Wang, Xin Deng:
Scale-Adaptive Progressive Sensing for Real-Time Aerial Image Detection. 424-436 - Yi Wang, Haofei Zhang, Hanyang Yuan, Yu Wang, Wenda Li, Haoze Jiang, Jiacong Hu, Tian Qiu, Shengxuming Zhang, Mingli Song, Jie Song:
Enhancing Attention Patterns in Vision Transformers for Robustness. 437-449 - Haotian Zhou, Hongwei Lin, Zeyu Liu, Shengye Su, Hai Min:
DHCA-Net: A Dual-Branch Multi-Task Network Based on Heterogeneous Collaborative Attention for FacialExpression Recognition. 450-461 - Xuejiao Wan, Taiping Zhang, Zuotao Fu:
Calibrated Affinity Distillation and Global-to-Local Prototype Alignment for Image Clustering. 462-472 - Erbin Mao, Zhenchao Cui, Jing Qi:
ViT-CARP: Disentanglement-Driven Feature Projection for Zero-Shot Learning. 473-484 - Qianyu Meng, Yunxiang Liu:
Robust Human Anomaly Behavior Recognition via YOLO-Enhanced ST-GCN with Spatial Attention Module. 485-495 - Qing Zhou, Sai Wu, Zongfang Ma, Shan Li:
Noise-Robust Feature Extraction for Machine Anomalous Sound Detection via Contrastive Learning. 496-507 - Yajie Xu, Peng Chen, Zhiwu Liao:
MTSF-TCAM Net: A Novel Net Based on Multi-time-Scale Feature and Time-Channel Attention Mechanism for Voiceprint Recognition of Giant Panda Cubs. 508-518 - Wei Zha, Fei Gu, Jing Wu:
CW-PITN: Cross-Attention Fusion of WiFi and Wearable Signals for Rehabilitation Action Recognition. 519-530 - Wei Chen, Pengxuan Yuan, Hongxu Hou:
Influence Function-Based Filtering for Enhanced Mixup in Deep Learning Models. 531-542 - Qi Ouyang, Shuxin Liu, Ran Li, Junjie Zhang, Hongchang Chen, Beilei Zhang, Baolin Li, Yuke Ma:
Socially-Aware Trajectory Anomaly Detection via Dual-View Fusion in Location-Based Social Networks. 543-555 - Baolin Li, Tao Hu, Peng Yi, Beilei Zhang, Qi Ouyang, Yuke Ma, Shuai Zhang, Hailong Ma:
Zero-Shot Backdoor Defense via Singular Value Truncation. 556-567 - Caichao Zhang, Shangfei Wang:
Knowledge-Guided Open-Set Facial Expression Recognition via Action Unit Reasoning. 568-579 - Ruicheng Zou, Chengxin Chen, Nanli Zeng, Jianguo Hu, Kun Zeng:
R-SpecTTTra: Robust Song-Level AI Music Deepfake Detection under Real-World Post-Processing. 580-591 - Nianci Zhang, Boyu He:
Paint-Any-Region: Precise and Training-Free Local Style Transfer Via Diffusion Models. 592-603 - Zhengxun Li, Shuo Yang:
Progressive Pseudo-Label Rectification for Semi-Supervised Object Detection in Occluded Livestock Scenes. 604-615
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