Time | 时间

Agenda | 议程

Host | 主持人

09:00-09:05

大会主席致欢迎辞

Jianguo Chen

Sun Yat-sen University

陈建国, 中山大学

09:05-09:10

领导致欢迎辞

09:10-09:15

大会PC主席介绍会议情况

09:15-09:20

合影

09:20-09:50

Keynote：Intelligent Processing of Ultrasound Images and Exploration of Its Large Model Applications | 超声影像智能处理及其大模型探索

Kenli Li, Hunan University

李肯立 教授，湖南大学

Buqing Cao,

Hunan University of Technology

曹步清，湖南工业大学

09:50-10:20

Keynote：General Representation of Graph Data Based on Metric Space | 基于度量空间的图数据通用表征

Rui Mao, Shenzhen University

毛睿 教授，深圳大学

Zeng Biqing, South China Normal University

曾碧卿，华南师范大学

10:20-10:40

茶歇

10:40-10:50

Speech: 于莉莉 高工，广电计量检测集团股份有限公司

10:50-11:40

Panel Discussion 圆桌论坛

嘉宾：

Jia Weijia, Beijing Normal University (Zhuhai) | 贾维嘉 教授,北京师范大学（珠海）

Wangdong Yang, Changsha University | 阳王东 教授，长沙学院

Aobing Sun, Zhuhai Cloud Smart City Investment Operation Holding Co., Ltd. | 孙傲冰 研究员, 珠海云上智城投资运营控股有限公司

Zhiyi Yu, Sun Yat-sen University | 虞志益 教授, 中山大学

Zibin Zheng, Sun Yat-sen University | 郑子彬 教授, 中山大学

Chuan Shi, Beijing University of Posts and Telecommunications

石川，北京邮电大学

11:40-12:00

学术颁奖

论坛

论坛信息

地点

院长论坛

Deans’ Forum

主席：郑子彬，中山大学

嘉宾：

王丽敏，广东财经大学

曾碧卿，华南师范大学

曹步清，湖南工业大学

韩道军，河南大学

刁祖龙，湖南科技大学

袁建平，中国电建华东院

洪绍勇，广州华商学院

夏小云，嘉兴大学

贺杰，梧州学院

惠明，南阳师范学院

瀚林2号楼A301会议室

现场技术论坛

On-site Technical Session 1

论坛主题: Trustworthy Collaborative AI and Cross-Domain Analysis

论坛主席：

张小凤，北京理工大学(珠海)

蔡婷，湖北工业大学

学术报告嘉宾：

李盾，清华大学

温志远，香港理工大学

海琴6号楼C203会议室

现场技术论坛

On-site Technical Session 2

论坛主题: Efficient Intelligent Computing and Scene Perception

论坛主席：

刘刚，电子科技大学

胡俊艳，西安邮电大学

学术报告嘉宾：

肖国庆，湖南大学

陈岑，华南理工大学

海琴6号楼A402会议室

现场技术论坛

On-site Technical Session 3

论坛主题: Graph Learning and Intelligent Data Mining

论坛主席：

宫继兵，燕山大学

甘文生，暨南大学

学术报告嘉宾：

王森章，中南大学

谢思泓，香港科技大学（广州）

海琴6号楼A403会议室

现场技术论坛

On-site Technical Session 4

论坛主题: Advanced Model Learning & Generative Intelligence

论坛主席：

万烂军，湖南工业大学

唐向红，贵州大学

学术报告嘉宾：

刘颖，广州大学

聂亚飞，中山大学

海琴6号楼A404会议室

论坛

论坛信息

地点

现场技术论坛

On-site Technical Session 5

论坛主题: Advanced Model Learning & Generative Intelligence

论坛主席：

文亮  北京师范大学（珠海）

林丹，中山大学

学术报告嘉宾：

林云，上海交通大学

陈文清，中山大学

海琴6号楼A402会议室

现场技术论坛

On-site Technical Session 6

论坛主题: Advanced Model Learning & Generative Intelligence

论坛主席：

夏小云，嘉兴大学

何笑雨，中山大学

学术报告嘉宾：

向毅，华南理工大学

江山，中山大学

海琴6号楼A403会议室

Time | 时间

Agenda | 议程

14:00 – 14:25

学术报告: Dun Li, Tsinghua University | 李盾，清华大学

14:25 – 14: 50

学术报告: Zhiyuan Wen, Hong Kong Polytechnic University | 温志远，香港理工大学

14:50 – 15:00

Paper ID: 7. A Privacy-Preserving Social Network Recommendation Based on PPH

Presenter: TengHui Zhao. Guilin University of Electronic Technology

15:00 – 15:10

Paper ID: 37. OranCounter: A Flexible Implementation of Orange Yield Estimation via Tracker-Assisted 3D Fruit Counting Framework

Presenter: Hongyu Lin. Guangdong Polytechnic Normal University

15:10 – 15:20

Paper ID: 41. A Software Engineering-Oriented Federated Learning Framework for Industrial Prognostics with Entropy-Aware Aggregation

Presenter: Zhimin Feng. Shanghai Maritime University

15:20 – 15:30

Paper ID: 42. Blockchain-Enabled Auditable and Fault-Recoverable Federated Learning for Decentralized Collaborative Training

Presenter: Jiatao Li. Shanghai Maritime University

15:30-15:40

茶歇 & Poster

15:40 – 15:50

Paper ID: 53. Blockchain-enhanced Edge RAG Service for Dynamic Large Language Models

Presenter: Ting Cai. Hubei University of Technology

15:50 – 16:00

Paper ID: 64. MiniParser: Distillation-Based Log Parsing with Large Language Models

Presenter: Yuxin Su. Sun Yat-sen University

16:00 – 16:10

Paper ID: 265. TUP-TOF Dataset: A Specialized Dataset for TOF 3D Descattering Imaging in Turbid Water

Presenter: Pengfei Zhu. Beijing Institute of Technology Zhuhai

16:10 – 16:20

Paper ID: 267. An Interpretable Carbon Price Forecasting and Analysis based on LSTM-Attention-SHAP

Presenter: Xiaoting Huang. Beijing Institute of Technology Zhuhai

16:20 – 16:30

Paper ID: 327. Multi-Agent Public Opinion Simulation for Emergency Public Events

Presenter: Xinrun Li. Sun Yat-sen University

16:30 – 16:40

Paper ID: 373. A CNN-Transformer Hybrid Network with Multi-Scale Frequency Feature Pyramid and ShipCQT Features for Underwater Acoustic Target Recognition

Presenter: Jiajie Li. Beijing Institute of Technology (Zhuhai)

16:40 – 17:20

Academic Discussion | 学术讨论

Time | 时间

Agenda | 议程

14:00 – 14:25

特别报告: Guoqing Xiao, Hunan University |肖国庆，湖南大学

14:25 – 14: 50

特别报告: Cen Chen, South China University of Technology |陈岑，华南理工大学

14:50 – 15:00

Paper ID: 71. Heterogeneity-Aware Post-Training Quantization for Multimodal Mamba LLMs

Presenter: ShengYi Ji. Hunan University

15:00 – 15:10

Paper ID: 76. Who Will Attack: Group Sport Activity Prediction

Presenter: Shangrong Huang. Hunan Institute of Engineering

15:10 – 15:20

Paper ID: 119. Latency-Aware Intelligent Service Placement and Energy Management for IoT Devices via Lyapunov-Based Task Offloading

Presenter: Can Wang. Hunan Normal University

15:20 – 15:30

Paper ID: 120. Depression Recognition via Joint Analysis of Facial Expressions and Risky Behaviors Using YOLOv8

Presenter: Liang Wang. Wuzhou University

15:30-15:40

茶歇 & Poster

15:40 – 15:50

Paper ID: 129. YOLOv8 Optimization with BiFPN-AFE and Occlusion-Adaptive DeepLabV3+ for Camellia Oleifera Fruit Detection

Presenter: Liang Wang. Wuzhou University

15:50 – 16:00

Paper ID: 245. MPDANet:Mixed-Path Dimension Alignment for Real-Time Detection of Multi-Anatomical Structures in Fetal Cardiac Ultrasound

Presenter: Junming Wei. Wuzhou Medical College

16:00 – 16:10

Paper ID: 269. A Sparse Power Line Point Cloud Segmentation Method Based on Topology-Constrained Point Transformer Network

Presenter: Pingfan Pu. Hunan University of Technology

16:10 – 16:20

Paper ID: 334. TS-SpMM: A Tensor Core-Based Sparse Matrix-Matrix Multiplication Method

Presenter: Yuedan Chen. Central South University

16:20 – 16:30

Paper ID: 406. HP-DRL-CO: A Healthcare Priority-Driven Collaborative Optimization Framework for Edge Intelligence in Wearable Medical Systems

Presenter: Xiang Xiao. Changsha University

16:30 – 16:40

Paper ID: 410. DV-Hop Localization Algorithm Based on Improved Bird Swarm

Algorithm

Presenter: Aijia Ouyang. Zunyi Normal University

16:40 – 17:20

Academic Discussion | 学术讨论

Time | 时间

Agenda | 议程

14:00 – 14:25

特别报告: Senzhang Wang, Central South University | 王森章，中南大学

14:25 – 14: 50

特别报告: Sihong Xie, The Hong Kong University of Science and Technology (Guangzhou) | 谢思泓，香港科技大学（广州）

14:50 – 15:00

Paper ID: 94. Enhancing Long-Tail Recommendation via Large Language Models and Neighborhood Information

Presenter: WenXian Liu. Yunnan University

15:00 – 15:10

Paper ID: 113. RoadSAM-PF: A Prompt-Free Dual-Branch Adaptation of SAM for Road Extraction from Remote Sensing Images

Presenter: Yu Li. National University of Defense Technology

15:10 – 15:20

Paper ID: 123. FairLoop: Iterative Fair Recommendation via Multi-objective Optimization

Presenter: QianYi Zhan. Jiangnan University

15:20 – 15:30

Paper ID: 222. Generator Status Warning and Power Regulation Decision based on Shap-AutoEncoder

Presenter: QingZhen Xu. South China Normal University

15:30-15:40

茶歇 & Poster

15:40 – 15:50

Paper ID: 223. Predicting Olympic Medal Distribution with Random Forest and Coach Effect Analysis

Presenter: YuLing Liu. Guangzhou Huashang College

15:50 – 16:00

Paper ID: 225. WWHNet: A Where-What-How Network for Micro-Expression Recognition

Presenter: Keyi Yang. Central South University

16:00 – 16:10

Paper ID: 303. VAM-Net: An Early Warning Method for Diamond Cracks in Laser Processing a Under Low-Sample-Size and Cross-Operating-Condition Conditions

Presenter: Chunyu Zhang. China Academy of Engineering Physics

16:10 – 16:20

Paper ID: 308. A Survey on Automated Evaluation Metrics for Generative NLP Tasks

Presenter: Lingzhi Chen. Beijing Normal University

16:20 – 16:30

Paper ID: 330. The necessary Conditions for Artificial Intelligence fully to Surpass Human Intelligence

Presenter: Lipeng Zhang. Wuzhou University

16:30 – 16:40

Paper ID: 347. Reassessing GAN-Based Synthetic Fraud Augmentation in Credit Card Fraud Detection Under Strict Evaluation Conditions

Presenter: Siyu Wang. Guangdong University of Finance & Economics

16:40 – 17:20

Academic Discussion | 学术讨论

Time | 时间

Agenda | 议程

14:00 – 14:25

特别报告: Ying Liu, Guangzhou University | 刘颖，广州大学

14:25 – 14: 50

特别报告: Yafei Nie, Sun Yat-sen University | 聂亚飞，中山大学

14:50 – 15:00

Paper ID: 26. Probabilistic Graph Convolutional Networks via Wasserstein Barycenter Aggregator

Presenter: Yuxin Su. Sun Yat-sen University

15:00 – 15:10

Paper ID: 66. Entropy Driven Source-Free Domain Generalization

Presenter: Yueen Hou. Jiaying University

15:10 – 15:20

Paper ID: 165. Multi-scale Variational Autoencoder with Short-Long Term Structure for Multivariate Time Series Anomaly Detection

Presenter: Yuda Tan. Guilin University of Electronic Technology

15:20 – 15:30

Paper ID: 239. RAMRR: An Interaction Model based on Region Awareness and Multi-image Relational Reasoning for Multimodal Named Entity Recognition

Presenter: Mianlin Liang. Guangdong University of Foreign Studies

15:30-15:40

茶歇 & Poster

15:40 – 15:50

Paper ID: 246. Encoding Beacon Statements for Code Comment Generation

Presenter: Yubing Wang. Hebei GEO University

15:50 – 16:00

Paper ID: 271. An Intelligent Prediction Method for Fetal Malformations based on Multimodal Data Fusion

Presenter: Liang Wang. Wuzhou University

16:00 – 16:10

Paper ID: 304. Fed-AGDA: Adaptive Feature-Level Data Augmentation Guided by Global Distribution for Federated Text Classification

Presenter: Jieyong He. Hunan University of Science and Technology

16:10 – 16:20

Paper ID: 324. Adaptive Hierarchical Classification for Open-Source Repository Categorization

Presenter: Can Cheng. Wuhan Vocational College of Software and Engineering

16:20 – 16:30

Paper ID: 341. Puncture Square Code Architecture Design Based on Similar Feature Association Mechanism  for  Large Lanage Models

Presenter: AoBing Sun. Zhuhai Technology Industry Group

16:30 – 16:40

Paper ID: 409. DaDA: Data-Driven Attention for Low-Light Driver Distraction Recognition

Presenter: Wanli Li. Hunan University

16:40 – 16:50

Paper ID: 105. LSMT-based Portfolio Optimization with Transaction Costs

Presenter: Aihua Zhang. Wenzhou-Kean University

16:50 – 17:30

Academic Discussion | 学术讨论

Time | 时间

Agenda | 议程

09:00 – 09:25

特别报告: Yun Lin, Shanghai Jiao Tong University | 林云，上海交通大学

09:25 – 09: 50

特别报告: Wenqing Chen, Sun Yat-sen University | 陈文清，中山大学

09:50 – 10:00

Paper ID: 43. LLM-SiGA: A Two-Stage Hybrid Framework with LLM-Guided Segmentation and Hyper-Parameter Configuration for CVRP

Presenter: Yu Wang. Zhejiang Sci-Tech University

10:00 – 10:10

Paper ID: 56. Task-Driven Multi-UAV Multi-Modal Trajectory Collaborative Planning Under Vertical Stratificatio

Presenter: Xue Wang. Jiaxing University

10:10 – 10:20

Paper ID: 63. Deep Learning for Precise Differentiation of Severe Pediatric Pneumonia: A Transfer Learning Approach Using Vision Transformers

Presenter: Yingying Pan. Zunyi Medical University, Zhuhai

10:20 – 10:30

Paper ID: 67. Global Residual Learning and Dual-Domain Attention for High-Fidelity Endoscopic Image Enhancement

Presenter: Chunyu Zhang. Zunyi Medical University, Zhuhai

10:30-10:40

茶歇 & Poster

10:40 – 10:50

Paper ID: 99. A Heterogeneous Neural Network Model for Failure Analysis of Optical Modules

Presenter: LiWei Kuang. FiberHome Telecommunication Technologies Co., Ltd

10:50 – 11:00

Paper ID: 216. A Two-Stage In-Vehicle CAN Intrusion Detection Method Based on Attention-LSTM and 1D-CNN

Presenter: ChaoYu Qian. Nanchang University

11:00 – 11:10

Paper ID: 235. A Low-Rank Matrix Completion Method for Image Data Recovery

Presenter: Wei Chang. Xi’an Modern Control Technology Research Institute

11:10 – 11:20

Paper ID: 255. Fatigue Detection and Gesture Control Integrated Interactive System Based on Raspberry Pi

Presenter: ZhanHong Liang. Guangzhou Huashang College

11:20 – 11:30

Paper ID: 256. Intelligent Fetal Monitoring in Scenario of Incomplete Modalities

Presenter: Xiner Wang. Guangzhou University of Chinese Medicine

11:30 – 11:40

Paper ID: 259. AMSRNet: Adaptive Mixing and Spatial Refinement Network for Multimodal UAV Object Detection

Presenter: Zhaojia Fan. China University of Mining and Technology

Time | 时间

Agenda | 议程

09:00 – 09:25

特别报告: Yi Xiang, South China University of Technology |向毅，华南理工大学

09:25 – 09: 50

特别报告: Shan Jiang, Sun Yat-sen University | 江山，中山大学

09:50 – 10:00

Paper ID: 5. Leveraging LLM Embeddings for Tabular House Price Prediction

Presenter: Chenyang Wang. National University of Singapore

10:00 – 10:10

Paper ID: 34. Research on the Evaluation of Professional Literacy of Digital Art Talents under the AIGC Industrial Context – From demand analysis to the construction of a new evaluation system

Presenter: Shujuan JI. Beijing Information Technology College

10:10 – 10:20

Paper ID: 227. Knowledge-Structured Prompting for Clause-Level LegalDecision Support: A Multi-Perspective Framework for Advertising Law

Presenter: HuaYang Xu. Peking University

10:20-10:30

茶歇 & Poster

10:30 – 10:40

Paper ID: 243. Zero-Code Adaptation for Multiple Vehicle Routing Problem Variants: A General VRP Solver based on SAT Reduction

Presenter: YuXin Zhao. South China University of Technology

10:40 – 10:50

Paper ID: 284. Fusion of GhostNet and YOLO A Fully Domestic Full-Stack Intelligent Detection Algorithm

Presenter: Yubin Li. Guangzhou Huashang College

10:30 – 11:00

Paper ID: 309. Research on Cooperative Optimization of Urban Traffic Signals Based on Graph Attention Multi-Agent Reinforcement Learning

Presenter: Jing Sun. Guangzhou Huashang College

11:00 – 11:10

Paper ID: 310. Design and Experiment of a Smart Agricultural Small Fruit Sorting Cart Based on YOLOv8

Presenter: Mingsheng Zhang. Guangzhou Huashang Colleage

11:10 – 11:20

Paper ID: 316. A Crop Planting Recommendation Method Based on Multi-Sourcefeature Selection and Large Language Model Constrained Reasoning

Presenter: Siyuan Zhang. Guangzhou Huashang College

11:20 – 11:30

Paper ID: 323. Research on the Innovation Ecosystem of Satellite Internet Industry Chain in the Guangdong-Hong Kong-Macao Greater BayArea Based on Socio-Technical Multi-Layer Complex Network

Presenter: ChaoAn Lai. South China University of Technology

11:30 – 11:40

Paper ID: 332. A YOLO11-based Lychee Maturity Detection Method Fusing Attention Mechanism and Bidirectional Feature Pyramid

Presenter: Zicong Deng. Guangzhou Huashang College

论坛

论坛信息

在线会议地址

在线技术论坛

Online Technical Session 1

论坛主题: Collaborative & Secure Intelligence
主席：Khin Nandar Win，University of Taxila

      卢华丽，香港城市大学

腾讯会议

984-114-805

在线技术论坛

Online Technical Session 2

论坛主题: Graph & Knowledge Intelligence
主席：王换文，西南石油大学

       李万里，湖南大学

腾讯会议

228-455-201

在线技术论坛

Online Technical Session 3

论坛主题: Computational & Evolutionary Intelligence
主席：李雄，华东交通大学

      曾伟辉，安徽大学

腾讯会议

483-293-767

论坛

论坛信息

在线会议地址

在线技术论坛

Online Technical Session 4

论坛主题: Multimodal & Perceptual Intelligence
主席：杜海舟，上海电力大学

      苏超   苏州工学院

腾讯会议

747-355-666

在线技术论坛

Online Technical Session 5

论坛主题: Biomedical & Social Intelligence
主席：黄正新，右江民族医学院

      梁鹏晨，上海大学

腾讯会议

312-108-736

Time | 时间

Agenda | 议程

14:00-14:10

Paper ID: 4. FedCAB: Communication-Adaptive Federated Learning over non-IID Data and Time-varying Bandwidth

Presenter: Tonghao Chen. Shanghai University of Electric Power

14:10-14:20

Paper ID: 10. PLLMs: Private Large Language Models based on Enterprise Multi-modal Data Construction Approaches

Presenter: YueRong Sun. Lanzhou University

14:20-14:30

Paper ID: 18. Privacy Protection Recommendation Scheme Based on Random Response

Presenter: GuanNan Xin. Guilin University of Electronic Technology

14:30-14:40

Paper ID: 70. Jailbreaking LLMs via Semantically Relevant Nested Scenarios with Targeted Toxic Knowledge

Presenter: Ning Xu. Anhui University

14:40-14:50

Paper ID: 275. EcoGuard: AI-Driven Endogenous Resilience in Service Mesh via Co-Evolutionary Mimic Defense

Presenter: JingWei Zhuang. Suzhou University of Technology

14:50-15:00

Paper ID: 281. Analysis and Identification of False Positives in Reentrancy Vulnerabilities Based on Anti-Patterns

Presenter: Ying Shang. China University of Petroleum(Beijing)

15:00-15:10

Paper ID: 333. FedHAD: Fine-grained Heterogeneous Federated Learning for Unsupervised Anomaly Detection

Presenter: Shu Wang. Central South University

15:10-15:20

Paper ID: 336. Executable-Preserving Adversarial Attacks on ELF Detectors: A Problem-Space Evaluation of Structure-Hole Perturbations

Presenter: YiFan Kong. Suzhou University of Technology

15:20-15:30

Paper ID: 344. Overcoming Privacy-Utility Trade-offs in Imbalanced Fraud Generation via Class-Aware DP-GAN

Presenter: XuanShi Xie. Guangdong University of Finance and Economics

15:30-15:40

Paper ID: 349. Understanding LLM Inference in AMD SEV-SNP Confidential Virtual Machines: An Interface Study with Non-CC GPU Passthrough

Presenter: JingYi Tao. University of Electronic Science and Technology of China

Time | 时间

Agenda | 议程

14:00-14:10

Paper ID: 97. GMoPE: A Prompt-Expert Mixture Framework for Graph Foundation Models

Presenter: ZhiBin Wang. University of Electronic Science and Technology of China

14:10-14:20

Paper ID: 121. Dual-Anchor Pruning: Exploiting Cross-Layer Attention Evolution for Efficient VLM Inference

Presenter: LingYu Chen. Sun Yat-sen University

14:20-14:30

Paper ID: 174. Multi-Granularity Representation Learning with Semantically-Enhanced Coarsening for Text-Attribute Graphs

Presenter: Zhen Duan. Anhui University

14:30-14:40

Paper ID: 185. Democratizing GraphRAG: Efficient, CPU-Only Graph Retrieval for Multi-Hop QA

Presenter: Qizhi Wang. PingCAP

14:40-14:50

Paper ID: 214. ASH-GAD: Linearized Hypergraph Learning for Robust Multi-View Graph Anomaly Detection

Presenter: Su Hu. Guangdong University of Finance & Economics

14:50-15:00

Paper ID: 273. Zero-Shot Dense Retrieval with Hypothetical Document Embeddings from Multi-View Perspectives

Presenter: MengKai Han. Zhejiang Normal University

15:00-15:10

Paper ID: 280. MARCOA: A Multi-Tool Augmented Agent Framework for Reasoning in Computer Organization and Architecture

Presenter: Yongxing Lin. Anhui University

15:10-15:20

Paper ID: 285. A Multi-Agent Framework for Structured Reasoning over Document-Table Data in Telecom Tariff Systems

Presenter: Lin Jia. ChinaUnicom Jinan Software Research Institute

15:20-15:30

Paper ID: 321. CCTI-LLM: Exploring Large Language Models for Chinese Cyber Threat Intelligence Extraction

Presenter: Xiaolin CHANG. Northwestern Polytechnical University

15:30-15:40

Paper ID: 331. TeS-GCL: A Graph Contrastive Learning Framework for Ethereum Phishing Scams Detection

Presenter: Yingjie Cao. Guangdong University of Foreign Studies

15:40-15:50

Paper ID: 392. FCDR-NMI: Conflict-Aware Synchronization for Federated Multimodal Cross-Domain Sequential Recommendation

Presenter: Pei Liu. Guangzhou University

Time | 时间

Agenda | 议程

14:00-14:10

Paper ID: 16. Truck-Drone Cooperative Delivery Route Planning Based on Docking Points

Presenter: jinghang huang. Shantou University

14:10-14:20

Paper ID: 33. MD-FINet: A Multi-Dimensional Feature Interactive Network for Crop Water Requirement Forecasting

Presenter: RuoHan Liu. Xinjiang University

14:20-14:30

Paper ID: 59. A Novel Hybrid Accumulated Discrete Grey Polynomial Prediction Model and Its Application

Presenter: Jianming Jiang. Youjiang Medical University for Nationalities

14:30-14:40

Paper ID: 61. Prediction of China’s Juvenile and Elderly Populations Using Hausdorff Accumulated Nonlinear Discrete Bernoulli Model with Time Power Terms

Presenter: Jianming Jiang. Youjiang Medical University for Nationalities

14:40-14:50

Paper ID: 73. Physically-Consistent Cascade Hydropower Scheduling: A Hybrid MILP-GA Framework with Explicit Hydrodynamic Coupling

Presenter: ShiYi Tan. Zhaoqing University

14:50-15:00

Paper ID: 191. Hybrid Neighborhood Opposition Learning and Local Elite Guidance Particle Swarm Optimization

Presenter: Xiaoqiu Xiang. Zunyi Normal University

15:00-15:10

Paper ID: 242. LLM-Based Relation Extraction for Industrial Fault Texts via Candidate Relation Retrieval

Presenter: Junxian Lian. Xi’an Polytechnic University

15:10-15:20

Paper ID: 340. Standing Long Jump Performance Prediction and Posture Optimization Based on a Hybrid Model of Random Forest and Genetic Algorithm

Presenter: Yujie Long. Guangdong University of Foreign Studies

15:20-15:30

Paper ID: 345. Time-Series Adaptive Diffusion Models and Generative Adversarial Networks for Credit Card Fraud Detection

Presenter: MingLu Lin. Guangdong University of Finance & Economics

15:30-15:40

Paper ID: 348. Understanding and Characterizing NN inference on Arm CCA

Presenter: MingQi Chen. University of Electronic Science And Technology of China

15:40-15:50

Paper ID: 282. Enhancing Database Course Development through Decentralized Incentives

Presenter: Ying Shang. Beijing University of Chemical Technology

Time | 时间

Agenda | 议程

09:00 – 09:10

Paper ID: 6. CNN-MAFNet-ISE: A Method for Impervious Surface Extraction Based on Multi-Source Data Fusion and Attention Networks

Presenter: Qi Chen. Henan University

09:10 – 09:20

Paper ID:35. Prototype-Guided Collaborative Learning for Efficient 3D Visual Grounding

Presenter: Zhimin Ma, Shanghai University of Electric Power

09:20 – 09:30

Paper ID: 112. Expert-Guided Incomplete Preference Estimation and Consistency Enhancement via a Discretized Hierarchical Conditional Variational Autoencoder

Presenter: Jiahui Zhang. Xi’an University of Posts and Telecommunications

09:30 – 09:40

Paper ID: 195. Clean-Label Backdoor Attacks on 3D Point Clouds via Spatial-Spectral Feature Collision

Presenter: Jing Yuan. Henan University

09:40 – 09:50

Paper ID: 197. A Lightweight Fatigue Driving Detection Network Based on Improved YOLOv8

Presenter: XiaoJie Wang. Hunan University of Technology

09:50 – 10:00

Paper ID: 228. A Lightweight Bimodal Sentiment Recognition Method Based on Qwen 2.5

Presenter: XinYi Pu. Hunan University of Technology

10:00 – 10:10

Paper ID: 231. PSO-DAN: Domain-Constrained Global Optimization of Multi-Loss Weights for Facial Expression Recognition

Presenter: RuoQi Wang. Hunan University of Science and Technology

10:10 – 10:20

Paper ID: 233. ProMoDA: Prototype Memory and Modality Completion for Robust Multimodal Emotion Recognition

Presenter: Ting Shao. Huishang Vocational College

10:20 – 10:30

Paper ID: 313. Phishing Email Detection Based on Fine-Grained Features and  Attention Mechanism

Presenter: Yue Lin. Zhanjiang University of Science and Technology

10:30 – 10:40

Paper ID: 408. A Graph-Structured Cognitive AI Framework for Adaptive Financial Transaction Intelligence

Presenter: Khin Nandar Win, University of Taxila

Time | 时间

Agenda | 议程

09:00 – 09:10

Paper ID: 58. A Study for Isolation, Identification of Lactic Acid Bacteria and Mining Analysis of Their Probiotic Properties

Presenter: Zhengxin Huang. Youjiang Medical University for Nationalities

09:10 – 09:20

Paper ID: 60. Deciphering the causal nexus of gut microbiota, serum metabolites, and Graves’ disease: a mendelian randomization analysis

Presenter: Xiaoxue Zhang. Youjiang Medical University for Nationalities

09:20 – 09:30

Paper ID: 161.    Multi-modal Visual Communication Algorithm for Zhuhai Study Abroad Cultural IP Based on Knowledge Graph and Party Building Guidance

Presenter: Chunxiao Cao, Guangdong Polytechnic of Science and Technology

09:30 – 09:40

Paper ID: 189. RIFT: Replicating Ideological Fractures via Transformers for Generative Social Simulation

Presenter: Qizhi Wang. PingCAP

09:40 – 09:50

Paper ID: 199. A Multimodal Framework for Cancer Survival Prediction with Fuzzy-Aware Cross-Modal Attention

Presenter: HaiYan Cui. City University of Macau

09:50 – 10:00

Paper ID: 253. SD-UNet: A Structure-aware and Detail-enhanced U-shaped Network for Medical Image Segmentation

Presenter: Lihao Pang. Hangzhou Dianzi University

10:00 – 10:10

Paper ID: 272. LightTraf: A Lightweight LLM Framework for Enterprise Malicious Traffic Detection

Presenter: ZiDing Lin. Beijing University Of Posts and Telecommunications

10:10 – 10:20

Paper ID: 293. TrustRec: A Trust-Aware Neural Collaborative Filtering Framework for Personalized Recommendations

Presenter: Min Gao. Chongqing University

10:20 – 10:30

Paper ID: 325. Reconstructing CIPE in Introductory AI: Syllabus Comparison and Knowledge-Graph Analysis

Presenter: Jianquan Ouyang. Xiangtan University

10:30 – 10:40

Paper ID: 385. AdaCross-Mamba: An Adaptive Cross-Mamba Model for Multimodal Semantic Segmentation

Presenter: Nixiang Quan. Central South University of Forestry and Technology

海报展示

主题信息

地点

海报展示

Poster Session 1

论坛主题: Edge & Embedded Intelligence

海琴6号楼

2层走廊

海报展示

Poster Session 2

论坛主题: Swarm & Autonomous Intelligence

海琴6号楼

2层走廊

海报展示

Poster Session 3

论坛主题: Optimized & Evolutionary Intelligence

海琴6号楼

2层走廊

海报展示

Poster Session 4

论坛主题: Language & Cognitive Intelligence

海琴6号楼

2层走廊

海报展示

Poster Session 5

论坛主题: Cross-Domain Applied Intelligence

海琴6号楼

2层走廊

Paper ID

Paper ID: 1. An Edge-Intelligent Robotic Target Tracking System Based on Lightweight YOLOv11 and Distributed ROS Architecture

Paper ID: 9. QoS-based Data Storage Optimization Method for Domain-Collaborative Edge Computing Environments

Paper ID: 25. A Heterogeneous Selector–Based Active Learning Approach for Configurable Software Performance Prediction

Paper ID: 40. Traffic Monitoring with Distributed Acoustic Sensing: Anisotropic Feature Enhancement and Local Geometric Reconstruction

Paper ID: 91. Accelerating Cloud-Device Collaborative Speculative Decoding via Cloud-Guided Sparse Attention

Paper ID: 93. High Throughput VL-MoE Inference on Resource-Constrained Hardware via Heterogeneous ZigZag Scheduling

Paper ID: 96. Exploring Cross-Domain Transfer with Unified Multitask Pre-training on Material and Physics Time Series

Paper ID: 103. Research on Multimodal Heterogeneous Feature Fusion and APT Atatack Traceback Method for Complex Network Scenarios

Paper ID: 107. EGD-YOLO: An Efficient Vehicle Surface Defect Detection Algorithm Based on Geometric Perception and Multi-scale Fusion

Paper ID: 122. Offline Efficient Detection of Non-compliant Behaviors in Catering Environments via YOLO-based Visual IntelligenceAffiliation: South China Normal University

Paper ID: 158. PoseWi-HKD: Efficient WiFi-based Human Pose Estimation via Heterogeneous Knowledge Distillation

Paper ID: 159. Cross-Environment WiFi-Based 3D Human Pose Estimation via Domain Generalization

Paper ID: 160. Fast-Deploy WiFi Trajectory Tracking via Homography Calibration and Spatiotemporal Feature Fusion

Paper ID: 167. Smooth Adversarial Domain Adaptation for Cross-Domain Ship-Radiated Noise Recognition

Paper ID: 187. An Adaptive Multi-modal Collaborative Approach for Real-time Maritime Vessel Detection

Paper ID: 190. FSMCP: A Cross-Layer Orchestration Framework for Reliable LLM Tool Invocation in Lossy Networks

Paper ID: 224. Exploring the Deployment of a Lightweight Super-Resolution Model Based on CNN-Transformer on IoT Endpoints

Paper ID: 234. Reinforcement Learning-based Online Computing Resource Allocation via Posted Pricing Mechanism

Paper ID: 251. D2FIN：Diffusion-Decoupling-Driven Feature Integration for Infrared and Visible Image Fusion

Paper ID: 254. GuardWeave:Collaborative DDoS Defense and Edge Offloading in SDN-MEC IIoT Systems

Paper ID: 260. Joint Resource Allocation and Computation Offfoading in Vehicular Edge Computing Based on Deep Reinforcement Learning

Paper ID: 261. Adaptive Offloading for Edge Computing with Non-StationaryWorkloads: A Multi-Dimensional Attention and Noise Exploration Approach

Paper ID: 287. Boundary-Aware Dual-Channel Augmentation for Few-Shot Open-Set Recognition

Paper ID: 311. Efficient Multi-Scale Object Detection Via Hypergraph Enhancement For Complex Environments

Paper ID: 314. Phase Structure Guided Framework for Robust SAR– Optical Image Matching

Paper ID: 363. A Software-Defined Networking Firewall System for Mitigating DDoS Attacks

Paper ID: 366. MSF-YOLO: A Multi-Scale Feature Fusion Based YOLO Algorithm for Small Target Detection in UAV Aerial Imagery

Paper ID

Paper ID: 15. StructGNN: Cross-Domain Structural Risk Assessment and Path Recommendation via Proxy-Supervised Graph Learning

Paper ID: 29. Semantic Mapping for Solar Photovoltaic Power Plants Based on Multi-Sensor Fusion

Paper ID: 31. UAV high-rise Building Fire Recognition Method based on Improved Yolov8 and Multi-modal Fusion

Paper ID: 32. µ-EBL: Utility-Aware Macro Learning for Efficient Neuro-Symbolic Robotic Planning

Paper ID: 36. GridReason: Dynamic Path Exploration and Hyperbolic Refinement for Knowledge-Driven Power Line Inspection

Paper ID: 69. MATNet: Multi-task Adversarial Transformer Network for Road Anomaly Detection with Image Restoration

Paper ID: 124. Safety-Aware Tracking with Foundation Models and PPO

Paper ID: 169. Crack Detection Based on RCGS-YOLOv8 Algorithm with UAV Collaboration

Paper ID: 200. Identification and Propagation Path Localization Method for Carbon Accounting Deviations in Green Parks

Paper ID: 204. Priority Detection of High-Risk Roof Cracks by Fusing Regional Priors and Attention Guidance

Paper ID: 215. Closed-Loop Variable-Rate Spraying Control for PlantProtection UAVs: Compensating for Flight Velocity and Hydraulic Delay

Paper ID: 238. DroneCine: A Hierarchical Vision-Language-Action Framework for Drone Camera Movement

Paper ID: 257. VLMOOD: A Zero-Shot OOD Detection Framework for Robots Using Vision-Language Models

Paper ID: 258. Digital Twin-AI Framework for Smart Community Health Management: An Intelligent Decision Support System

Paper ID: 277. A Multi-Agent Feature Evolution Based on Large Language Models in Credit Risk Assessment

Paper ID: 296. Catapult Physics Engine Design and Interaction Strategy Based on Lever Principle -A Gameplay Case with Tortoise Herb Jelly

Paper ID: 300. Safety-Preserving Path Planning for Agricultural Robot Using A* and Adaptive Artificial Potential Fields

Paper ID: 307. YOLO26-AFA: Rice Pest Detection Algorithm Net Based on Adaptive Filtering Attention

Paper ID: 317. UAV Moving Target Search Based on Levy-Enhanced Particle Swarm Optimization Algorithm

Paper ID: 318. UAV Path Planning Based on Simulated Annealing Particle

Paper ID: 322. Generative Social Simulation for Psychological Workload Assessment in High-Risk Industrial Environments

Paper ID: 326. Constraint-Aware Personalized Recipe Generation and Execution for an Automatic Stir-Frying Robot System in Elderly Meal Assistance

Paper ID: 337. Low-resolution Rice Pests Image Recognition Based on Improved Swin Transformer

Paper ID: 389. Research on Intelligent Estimation Approaches forCounty-Level Forest Coverage Ratio Based on Temporal Characteristics from Multi-Source Remote Sensing Data

Poster ID: 463.  Financial Risk Early Warning of IT Listed Companies Based on HPSO-BP

Paper ID

Paper ID: 2. Multimodal Heterogeneous Graph–Driven Learning Behavior–Aware Knowledge Tracing and Training Set Optimization

Paper ID: 8. CoVALend: Compliance-Aware Value Alignment for Micro-Lending with Tabular-Text Fusion

Paper ID: 13. FedPFA: Personalized Federated Learning with Fair Aggregation Algorithm

Paper ID: 23. Multimodal Knowledge Graph Construction and Entity-Aware Retrieval-Enhanced QA for Environmental Engineering

Paper ID: 24. Spatial-Temporal Interactive Dynamic Dual Graph Convolutional Network for Traffic Forecasting

Paper ID: 38. DeiEA: An Evolution-based Optimizer for Efficiently Training Neural Networks

Paper ID: 50. SPARC: Retrieval-Augmented CTR Prediction via Agent-Based Dialectical Reasoning

Paper ID: 74. A Fusion Model of Lightweight CNN and LSTM for the Evaluation of New-Quality Productive Force Impact on City Economic Development

Paper ID: 116. Dmhybrid:Deep Learning Traffic Flow Prediction Model based on Decomposition-Memory-Mixing

Paper ID: 170. Bi-LSTM Behavior Recognition Based on the Synergy of Mutual Information Entropy and Enhanced Attention Mechanism

Paper ID: 183. An Adaptive Surrogate Ensemble for Expensive Multi-Objective Optimization

Paper ID: 192. An Efficient Algorithm for Conditional Information Entropy Reduction Based on Quadratic Hashing

Paper ID: 198. A Multi-Scale Human Pose Transfer Network with Spatial–Channel Attention and Adaptive Weighted Fusion

Paper ID: 219. A Robust Watermarking Framework Based on Global Semantic-Guided Recovery

Paper ID: 236. A Study on the Holistic Architecture Design for Command Decision Simulation Systems

Paper ID: 241. Hierarchical Rescheduling for Energy-Aware Flexible  Job Shops: A Two-Stage Optimization with Stackelberg Game

Paper ID: 252.A Learnable Interval Type-2 Fuzzy Operator for Semantic Modeling over ϕ-TAGs

Paper ID: 276. Screen Time Intelligence: Differential Effects ofInteractive vs. Passive Exposure on Sleep in Preschool-Aged Children: A Meta-Analysis

Paper ID: 306. A Bibliometric and Visualized Analysis of Aquatic Exercise Research in Pregnant Women: Evidence from CiteSpace

Paper ID: 312. Linear Models vs. Transformer for Non-Stationary Gold Price Forecasting Across Input Windows and Prediction Horizons

Paper ID: 335. An Intelligent Training Management System for Youth Swimming Based on Multi-Source Data Fusion

Paper ID: 339. A Multi-Strategy Enhanced Grey Goose Optimization Algorithm Based on Complex Numerical Optimization Problems

Paper ID: 386. CTRDBO: An Enhanced Dung Beetle Optimization Algorithm for SVR Parameter Tuning with Application to PM2.5 Concentration Prediction

Paper ID: 469. Cuckoo Algorithm Based on TR Algorithm and Improved Probability Parameter

Paper ID

Paper ID: 14. Research on the Reform of Inquiry-based Project Teaching in Machine Learning Courses Based on Knowledge Graph and Large Model Empowerment

Paper ID: 27. Precise Segmentation and Recognition of Liver Lesions by Fusing Attention Mechanism and Multi-scale Features

Paper ID: 30. MemHunter: Automated and Verifiable Memorization Detection at Dataset-scale in LLMs

Paper ID: 39. A Curve-Axis Attention Mechanism–Based Network for Fetoscopic Placental Vessel Segmentation

Paper ID: 44. TFD: Fault Detection and Localization for Efficient Large-Scale LLM Training

Paper ID: 47. A Real-Time Multimodal Speech–Image Dialogue System

Paper ID: 51. An Intelligent Dialogue Segmentation Approach via Semantic End-of-Turn Detection

Paper ID: 57. MD3-Selector: Multi-Dimensional Data-Driven In-Context Demonstration Selection for Program-of-Thoughts Prompting

Paper ID: 62. A Three-Layer Framework for Resource-Constrained Interdisciplinary AI Literacy Education

Paper ID: 75. Construction of a Three-Dimensional Teaching Defense System in Higher Education for AI Hallucination Risks

Paper ID: 98. QuadKV: A Four-Source Heterogeneous Cache System for Large Language Model Inference

Paper ID: 118. Wide-temporal Category Sentiment Recognition of Audio and Text based on Transfer Learning

Paper ID: 166. Domain-Specific Text Anonymization Based on Local Language

Paper ID: 182. SOLHead: Orthogonal Low-Rank Classification Heads for Multi-Label Text Classification

Paper ID: 184. Empowering Enterprise Intelligence: A Multimodal RAG Architecture for High-Fidelity Marketing Knowledge Retrieval

Paper ID: 186. A Knowledge Graph-Guided Large Language Model for Personalized Data Structure Experiment Report Tutoring

Paper ID: 194. Predicting QoS under Data Sparsity with Language-Guided Flow Matching

Paper ID: 196. Environment-Driven Preference Alignment for Domain-Adaptive Multi-Hop Retrieval

Paper ID: 202. Towards Reliable Legal Retrieval-Augmented Generation: A Modular Evaluation of Query Rewriting, Evidence Selection, and Conservative Answering

Paper ID: 218. Research on Low-cost Long-term Memory System for Human-Machine Dialogue of LLM Agents Based on Unilateral Memory Mechanism

Paper ID: 220. Compositional Trigger Mechanism for Stealthy Backdoor Attacks in Large Language Models

Paper ID: 240. Adaptive Fusion Network for Consistent Multimodal Sentiment

Paper ID: 319. A Comparative Study of Machine Learning-Based Risk Prediction Models for Gestational Diabetes Mellitus

Paper ID: 329. Multi-modal Data Fusion Predictive Model for Early Screening of Hypertensive Disorders in Pregnancy

Paper ID: 350. An Empirical Study of Stealthy Data Poisoning against Large Language Models

Paper ID: 472. Hybrid Differential Evolutionary Algorithm for Solving Nonlinear Systems of Equations

Paper ID

Paper ID: 11. MedY-Net: A Hybrid Network with Multi-Scale Fusion and Feedback Mechanism for Medical Image Classification

Paper ID: 28. A New Paradigm of Requirements Engineering for Human-Machine Collaboration: Research on Intelligent Requirements System Based on OpenClaw

Paper ID: 79. Research on a Two-Way Reciprocal Recommendation Algorithm for Graduates Considering Dynamic Supply and Demand Balance

Paper ID: 92. AdaQServe: Adaptive Kernel Scheduling for Quantized Large Language Model Serving

Paper ID: 95. FastMA: Efficient Memory-Agent Serving via Prefix-Sharing and Overlapped Pipeline

Paper ID: 108. An Embodied Intelligence-Enhanced Multi-Objective Optimization Framework for Video Stream-Based Vehicle State Detection

Paper ID: 109. Social Link Prediction Based on LLM-Augmented Graph Neural Network Models

Paper ID: 111. A Deep Learning Framework for Kinematic Analysis and Action Quality Assessment of the Shoulder Press Using Spatiotemporal Focus and BiLSTM Networks

Paper ID: 193. DSPT: An AI-assisted Dynamic Stratified and Personalized Teaching for the “Java Language Programming” Course

Paper ID: 203. A Multi-Scale Crack Detection Method for Campus Inspection

Paper ID: 217. Research on Optimization and Regulation Strategy of Environmental Parameters Based on Big Data Analysis

Paper ID: 221. RAA-GCN: Risk-Aware Attention Graph Convolutional Network for Fraud Detection

Paper ID: 226. Hierarchically Factorized Expressive Control for Audiovisual Movie Dubbing

Paper ID: 266. YOLOv8-Based Visual Recognition System for Traditional Chinese Characters Design, Deployment and Application

Paper ID: 278. A Component-Based Unified Object Detection Framework with Web Management Platform

Paper ID: 294. Lightweight Rendering and Real-Time Driving of High-Precision 3D Medical Models on Mobile AR Devices

Paper ID: 315. Multi-order K-Nearest Neighbor Attributed Graph Clustering Based on Tri-factorization

Paper ID: 338. Maize Leaf Disease Image Recognition Based on MSDCNeXt

Paper ID: 384. A Dynamic Zero-Trust Security Architecture for Smart Healthcare Networks: Design and Efficacy Evaluation

Paper ID: 390. Bridging the Objective Gap: Time-Aware Graph Prompting fo Few-Shot Credit Risk Prediction

Paper ID: 391. Exploring Vision-Language Models for Construction Hazard Reasoning Recognition

Paper ID: 480. Financial Crisis Early Warning of Chinese Listed Companies Based on HPSO-SVM Model