Detailed Schedule | Oral Online | Slot 5 | Online Room B
Afternoon July 26 14:00-18:00 北京 CST | July 26 02:00-06:00 Toronto EDT
Online Room B | Afternoon July 26 14:00-18:00
Topic: Cognitive Intelligence Computing: Theories, Architectures, and Applications in the Era of Large Models
Chair: Erchun Wang / Xinyu YI
Session 1
Chair: Erchun Wang
Online Room B
Paper 959
14:00-14:15
Cognitive Intelligence Computing: Theories, Architectures, and Applications in the Era of Large Models
UMIS-Mine: Robust RGB-D Instance Segmentation in Visually Degraded Underground Mine Scenes
Kaiyu Li, Feiteng Han, Yu Wang, Ming Xue, Xiao Zheng
Paper 1104
14:15-14:30
Cognitive Intelligence Computing: Theories, Architectures, and Applications in the Era of Large Models
MGCF: A Multi-Granular Complementary Fusion Framework for Multimodal Sentiment Analysis
Shaojie Liu, Xiuqi Chen, Lei Wang, Fuzhen Sun, Shanliang Yang
Paper 1584
14:30-14:45
Cognitive Intelligence Computing: Theories, Architectures, and Applications in the Era of Large Models
Depression Detection with Clinical-Aware Multimodal Feature Representation and Multi-Granularity Clinical Prior Fusion
Tao Lin, Yuqing Xiang, Lei Wang, Fuzhen Sun, Shanliang Yang
Paper 1851
14:45-15:00
Cognitive Intelligence Computing: Theories, Architectures, and Applications in the Era of Large Models
Deep Multi-View Clustering Based on View-Consistent Content via Dual-Level Contrastive Learning
Hailong Jiang, Rui Wang, Xiaoyu Zheng, Jin Zhou, Dongmei Niu, Shiyuan Han, Yingxu Wang
Paper 1879
15:00-15:15
Cognitive Intelligence Computing: Theories, Architectures, and Applications in the Era of Large Models
Adaptive Density Peak Clustering via Shared-Neighbor Markov Transition Matrix
Yaru Zhang, Rui Wang, Peng Liu, Jin Zhou, Tao Du, Dongmei Niu, Shiyuan Han, Yingxu Wang
Paper 1956
15:15-15:30
Cognitive Intelligence Computing: Theories, Architectures, and Applications in the Era of Large Models
Cross-View Feature Decoupling Based Deep Multi-View Clustering
Hanxin Yang, Rui Wang, Jin Zhou, Dongmei Niu, Xiaoyu Zheng, Yingxu Wang, Shiyuan Han
Paper 2100
15:30-15:45
Cognitive Intelligence Computing: Theories, Architectures, and Applications in the Era of Large Models
Adaptive Fusion Network for Multi-View Clustering Based on Dynamic Graph Attention
Junyu Wang, Rui Wang, Jin Zhou, Dongmei Niu, Xiaoyu Zheng, Yingxu Wang, Shiyuan Han
Paper 2292
15:45-16:00
Cognitive Intelligence Computing: Theories, Architectures, and Applications in the Era of Large Models
A PCA-based GAN for Zero-shot Faults Detection of Heating System
youen zhao, fangzhen li, shoujun zhou
Paper 2940
16:00-16:15
Cognitive Intelligence Computing: Theories, Architectures, and Applications in the Era of Large Models
AD-SQL: An Optimization Model for Text-to-SQL Based on Audit Prompt Fusion and Step-by-Step Strategies
Xinyu Guo, Peng Lv, Mei Sun, Tianyu Yu, Peiguang Lin, Jing Su, Tian Zhou, Shizhen Sun
Paper 2959
16:15-16:30
Cognitive Intelligence Computing: Theories, Architectures, and Applications in the Era of Large Models
KGIA-Model: A Knowledge Graph-Driven Text-to-SQL Model for Intelligent Auditing
Tianyu Yu, Peng Lv, Mei Sun, Xinyu Guo, Peiguang Lin, Jing Su, Tian Zhou, Shizhen Sun
Paper 4176
16:30-16:45
Cognitive Intelligence Computing: Theories, Architectures, and Applications in the Era of Large Models
Optimization of Cross-domain Named Entity Recognition Based on Pre-trained Transformer Model
Erchun Wang, Xilong Wang
Session 2
Chair: Xinyu YI
Online Room B
Paper 4299
16:45-17:00
Cognitive Intelligence Computing: Theories, Architectures, and Applications in the Era of Large Models
DENSE: Dynamic Ensemble Learning for Continual Test-Time Adaptation
haocheng Li
Paper 4317
17:00-17:15
Cognitive Intelligence Computing: Theories, Architectures, and Applications in the Era of Large Models
MMoERAG: A Multi-Source Mixture-of-Experts Retrieval-Augmented Generation Framework
Yu Jie, Zhengyang Wu
Paper 4883
17:15-17:30
Cognitive Intelligence Computing: Theories, Architectures, and Applications in the Era of Large Models
Rethinking Referring Image Segmentation: A Multimodal Large Model Driven Paradigm
Peilin Zhuang, Jiayu Shang, Xiaojie Chen, Xiaoyan Gongye
Paper 5093
17:30-17:45
Cognitive Intelligence Computing: Theories, Architectures, and Applications in the Era of Large Models
Unhydrated Phase Segmentation in Cement Microstructure Images Based on ResUNet and Superpixel Prior
Yonghui Jin, Liangliang Zhang, Jiyun Tang, Yamin Han, Fuxing Ke, Lin Wang, Bo Yang
Paper 5206
17:45-18:00
Cognitive Intelligence Computing: Theories, Architectures, and Applications in the Era of Large Models
LRC-PSO: LLM-driven Reasoning and Closed-loop Optimization for High-Dimensional VLSI Placement
Xinyu YI, Feng-Feng WEI