Excellent Oral Presentations

【Onsite】
S1：CB227 Regulating the Future: A Theoretical Study on How Big Data Ethics Drive
Presenter: Yaqi Xie, Southwest University, China

 

S2: CB608 A Hybrid Model for Oat Water Requirement Prediction Based on Harris Hawks Optimization
Presenter: Wanzhen Huang, Chengdu University of Information Technology, China

 

S3: CB3056 Lightweight Temporal Encoding and Fusion for Human Action Recognition
Presenter: Lujayn Al-Amir, Hamad Bin Khalifa University, Qatar

 

S4: CB770 Disentanglement Multi-Task Learning Based on Hyperbolic Space for Multimodal sentiment Analysis
Presenter: Siyuan Ni, Xihua University, China

 

S5: CB609 Navigating Entropy: A Cross-Cultural Machine Learning Study of Pedestrian Decision-Making in India and Morocco
Presenter: Imane Elouaghzani, Indian Institute of Technology Roorkee, India

 

S6: CB809 A Secure Mechanism for Nested GPU Containers in AI Developer Sandboxes
Presenter: Bin Pan, Shanghai DaoCloud Network Technology Co., Ltd., China

 

S7: CB4085 AI-Based Latency-Throughput Tradeoff Optimization for Stream Processing
Presenter: Zhongwei Zhang, Chongqing College of Humanities, Science & Technology, China

 

S8: CB222 Environmental Impact of Cloud-Hosted Large Language Models
Presenter: Qing Tan, Athabasca University, Canada

 

Poster 1: CB1008 FiE-YOLO: A Distortion-Adaptive Object Detection Framework for Fisheye Cameras
Presenter: Yuanshun Cheng, Xihua University, China

 

Poster 2: CB365 Lightweight NSH Proxy for Heterogeneous Secure Service Chaining
Presenter: Yingying Xu, Chengdu Jincheng College, China

 

【Online Sessions】
CB612 Visualization of Medical Data Management Trends in the Big Data Era
Presenter: Shangyue Yang, Wuhan University of Technology, China

CB582 ACC-PM: An Online Actor-Critic Collaborative Framework with Probability Margin for Implicit Sentiment Analysis
Presenter: Da Long Li, Dalian Minzu University, China

CB765 Design and Orchestration of Multi-Agent LLM Systems for Real-Time Enterprise Supply Chain Optimization
Presenter: Nirmal Kumar Jingar, Wayfair, USA

CB353 FedSecure-EGA: Efficient Byzantine-Resilient Federated Learning via Encrypted Gradient Auditing with Johnson–Lindenstrauss Compression
Presenter: Talib Hussain, National University of Sciences and Technology, Pakistan

CB349 An Empirical Study of VM, Container, and Hybrid Deployment Models for Microservices Under Resource Contention
Presenter: Zakaria Alomari, New York Institute of Technology, Canada

CB728 Sequential Pattern Mining of Fire Incident Escalation and High-Damage Precursors in Central Luzon: A Provincial and Municipal Scale Analysis
Presenter: Vernon Grace M. Maniago, Pampanga State University, Philippines

CB622 Complexity-Aware Adaptive Routing for RAG: A Data-Efficient Framework for Domain-Specific Analytics
Presenter: Shuai Yan, Chengdu Jincheng College, China

CB4080 Improved RTM-PoseFS Universal AI Fitness Guidance System
Presenter: Xiangxiang Lu, South China Business College Guangdong University of Foreign Studies, China

CB2020 Neural Network-Based High-Altitude Wind Acquisition and Prediction for Rocket Load Reduction Control
Presenter: Chenxiao Fan, Harbin Institute of Technology, China