IMMDP 2026: IEEE BigComp 2026 Workshop on Intelligent Multi-Modal Data Processing (3306+3307)
9:00–12:00, February 2 (Monday), 2026
Chair: Wenling Li (Beihang University)
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Natural Language to SQL Translation through Understanding Data Systems
Zhenying He (Fudan University)
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Resilience Analysis of Multilayer Complex Networks via High-Order Failure Structures
Jianfeng Guan (Beijing University of Posts and Telecommunications)
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BAG: A Bound-Aware Graph Partitioned Index for Spatial Queries over Moving Objects on Road Networks
Ziqiang Yu (Yantai University)
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Efficient and Robust Deep Semantic Fusion and Representation Learning for Cross-modal Retrieval and Mining
Meiyu Liang (Beijing University of Posts and Telecommunications)
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Phase-Harmonized Transformer for Robust Synthetic Image Detection
Wenqi Ren (Sun Yat-sen University)
DFPTNA 2026: IEEE BigComp 2026 Workshop on Data Fusion and Privacy Techniques for Novel Applications (3308+3309)
9:00–12:00, February 2 (Monday), 2026
Chair: Jianqiu Xu (Nanjing University of Aeronautics and Astronautics)
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Simulation Intelligent Fusion for Industrial Applications
Haisheng Li (Beijing University of Business and Technology)
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Efficient Distributed Mini-batch GNN Training with Decentralized Batch Processing
Yingxia Shao (Beijing University of Posts and Telecommunications)
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High-Performance General-Purpose Data Processing with Ray Tracing Cores
Kai Zhang (Fudan University)
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Towards Trustworthy Graph Analytics with Cohesive Structures
Kai Wang (Shanghai Jiao Tong University)
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Multimodal Data Fusion in Urban Computing: From Deep Learning to Large Models
Yuxuan Liang (Hong Kong University of Science and Technology (Guangzhou))
Concept 2026: The 6th International Workshop on Conceptual Model (3306+3307)
14:00–18:00, February 2 (Monday), 2026
Chair: Wookey Lee (Inha University), Carson Leung (University of Manitoba), Suan Lee (Semyung University)
EDRL 2026: IEEE BigComp 2026 Workshop on Efficient Data Representation and Learning (3308+3309)
14:00–18:00, February 2 (Monday), 2026
Chair: Zhe Xue (Beijing University of Posts and Telecommunications)
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TTParser: Leveraging LLM for Enhanced Mapping of ATT&CK Tactics, Techniques, and Procedures in Unstructured Cyber Threat Intelligence
Yongxin Cai (Guangzhou University), Huacong Zhou (Guangzhou University), Zeyan Wang (Guangzhou University),
Jingchao Chen (Guangzhou University), Zhenqi Cai (Guangzhou University), Jing Qiu (Guangzhou University),
Zhe Li (Hebei Utilization and Planning Institute of Natural Resources)
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Pairwise Judgment Formulation for Semantic Embedding Model in Web Search
Mengze Hong (Hong Kong Polytechnic University), Di Jiang (Hong Kong Polytechnic University),
Zichang Guo (Hong Kong Polytechnic University), Chen Jason Zhang (Hong Kong Polytechnic University)
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Trust-free Personalized Decentralized Learning
Yawen Li (Beijing University of Posts and Telecommunications), Yan Li (Beijing University of Posts and Telecommunications),
Junping Du (Beijing University of Posts and Telecommunications), Yingxia Shao (Beijing University of Posts and Telecommunications),
Meiyu Liang (Beijing University of Posts and Telecommunications), Guanhua Ye (Beijing University of Posts and Telecommunications)
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Enhancing GNN Learning on Relational Databases using Semantic Clustering-based Graph Enrichment
Hwiseung Son (Sungkyunkwan University), Kunyoung Kim (Sungkyunkwan University),
Donggyu Kim (Sungkyunkwan University), Mye Sohn (Sungkyunkwan University)
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MiENet: A Mixture Expert Network for Dynamic Computing Resource Prediction
Mingdong He (Guangdong Power Grid Corporation), Zhaoyi Yang (Guangdong Power Grid Corporation),
Chuangye Zhao (Guangdong Power Grid Corporation), Lei Xu (Guangdong Power Grid Corporation),
Hao Wei (Guangdong Power Grid Corporation), Bo Li (Guangdong Power Grid Corporation),
Xiaobo Huang (Guangdong Power Grid Corporation), Liquan Luo (Guangdong Power Grid Corporation)
