ICKG 2026 Technical Program

Room: Berlin 1  |  Time zone: China Standard Time (UTC+8)
Each paper is allocated 15 minutes: 12 minutes for presentation and 3 minutes for questions. Remote presentations are clearly marked.

Thursday, November 12

Session 1

Graph RAG & Knowledge Graph Question Answering

11:00–12:30Room: Berlin 1Chair: TBD
  1. 11:00–11:15
    KG253 AAKG-RAG: Aspect-Aware Knowledge Graph Retrieval for Product Question Answering from User Reviews
    Kishan Rajdev, Hyung Jae Chang, Long Ma
  2. 11:15–11:30
    KG263 SuSi-RAG: A Hybrid Graph RAG for Equipment Maintenance
    Hansi Zhang, Wilma Johanna Schmidt, Wanlin Yang, Xiaozhi Shen, Adrian Paschke, Evgeny Kharlamov
  3. 11:30–11:45
    KG222 CityDraft: Retrieval-Augmented Report Drafting for Urban Construction Feasibility Studies
    Zhiwei Zhang, Kun Wang, Haoyuan Liang
  4. 11:45–12:00
    KG202 ARK-V1: An LLM-Agent for Knowledge Graph Question Answering Requiring Commonsense Reasoning
    Jan-Felix Klein, Lars Ohnemus
  5. 12:00–12:15
    KG249 Leveraging Knowledge Graphs for Enhanced Retrieval of Multi-hop Relationships in Text-to-SQL Systems
    Aarya Deepak Upadhye, Gerrit Lassahn, Anna Kruspe
  6. 12:15–12:30
    KG239 Benchmarking LLMs for Text-to-Cypher and Text-to-SPARQL over Biomedical Knowledge Graphs via Bidirectional Cross-Language Verification
    Zixuan Zhou, Junjie Wang, Yun Yu, Cheng Wan, Ruochen Huang, Mingquan Ye, Jie Hu
Session 2

LLM Agents, Reasoning & Hallucination Detection

14:00–15:30Room: Berlin 1Chair: TBD
  1. 14:00–14:15
    KG234 A Survey on Enhancing Large Language Models with Symbolic Reasoning
    Xiaojian Wang, Zibo Zhao, Chaoli Zhang, Hongtao Lv, Hanmeng Liu, Zhonglong Zheng, Yunliang Jiang, Qingsong Wen, Yue Zhang
  2. 14:15–14:30
    KG258 Graph-Based Personalized Memory for LLM Agents: Representation, Evolution, Retrieval, and Evaluation
    Dac Duy Anh Nguyen, Zhangchi Qiu, Shigeng Chen, Alan Wee-Chung Liew
  3. 14:30–14:45
    KG246 A Knowledge-Navigation Agent for System-Level Computing Education
    Zijie Wang, Penghui Li, Hechuan Wen, Bohan Li
  4. 14:45–15:00
    KG223 MKGAgent: LLM Agents for Medical Diagnosis with Multiple Knowledge Graphs
    Tianjiao Wang, Zigen Zhang, Hong Yang, Peng Zhang, Yao Zhang
  5. 15:00–15:15
    KG255 Embedding Graph Kernel Entropy (EGKE): Fine-grained Hallucination Detection for LLMs from Embeddings
    Dilrangi Sankalpana, Pragatheeswaran Vipulanandan, Uthayasanker Thayasivam, Kamal Premaratne
  6. 15:15–15:30
    KG226 MPHD: A Medical Parametric Hallucination Detection System
    Yihan Rao, Yang Gao, Keyue Shi, Mingyang Zhang, Dongdong Sun, Haishuai Wang
Session 3

Knowledge Graph Construction, Ontologies & Industrial Applications

16:00–17:30Room: Berlin 1Chair: TBD
  1. 16:00–16:15
    KG209 OntoMetric: An Ontology-Driven LLM-Assisted Framework for Automated ESG Metric Knowledge Graph Generation
    Mingqin Yu, Fethi Rabhi, Boming Xia, Zhengyi Yang, Felix Tan, Qinghua Lu
  2. 16:15–16:30
    KG230 FineREX: Fine-Tuned NER-RE for Human Smuggling Knowledge Graphs
    Elijah Feldman, Dipak Meher, Carlotta Domeniconi
  3. 16:30–16:45
    KG201 OAI: Ontology-Driven AI for Regulatory Document Creation in Medical Devices
    Behrang Ashtari, Daniel Prell
  4. 16:45–17:00
    KG237 Knowledge Graphs in the Aerospace Industry – Methods, Applications, and Industrial Adoption in Aircraft and Aero-Engine Domains
    Tomi Wijaya, Jun Ming Tan, Kai Liang Tan
  5. 17:00–17:15
    KG225 A Knowledge Graph Native OLAP Approach for Advanced Analysis in Big Data Warehouse Remote
    Rosario Napoli, Maria Fazio, Massimo Villari, Antonio Celesti
  6. 17:15–17:30
    KG244 Pipeline for Contradiction Detection between Standard Specifications and Design Objective Remote
    Josua Höfgen, Enrique Noé Zambelli, Birgit Vogel-Heuser

Friday, November 13

Session 4

Recommendation, Personalization & Knowledge Tracing

11:00–12:30Room: Berlin 1Chair: TBD
  1. 11:00–11:15
    KG235 VKG-PC: Virtual Knowledge Graph-based Preference Completion for Sparse POI Recommendation
    Chen Chen, Hechuan Wen, Bohan Li, Yuanyang Zhang, Meng Ma, Qi Zhu
  2. 11:15–11:30
    KG240 LLM-Derived Global Semantics Empowered Gated Graph Network for Session-Based Recommendation
    Mingyu Ma
  3. 11:30–11:45
    KG241 MUSE-Rec: Multimodal User-Interest Signal Ensemble for Short-Video Recommendation
    Hongyuan Wang, Jingwei Ma, Junqi Li, Mingyang Zhong, Zhaoyang Wang
  4. 11:45–12:00
    KG269 Personalized Emotion Modeling for Speech-Driven Cross-Modal Sticker Generation
    Zihan Jiang, Jianxing Yu, Hanjiang Lai, Qinliang Su, Wei Liu, Yanghui Rao, Jian Yin
  5. 12:00–12:15
    KG231 Factor-aware Knowledge Tracing with Dual-channel Relation Graph and Hierarchical Attention
    Haimei Meng, Zezheng Wu, Junyu Chen, Xinghe Cheng, Jiapu Wang, Qing Yang
  6. 12:15–12:30
    KG224 Unsupervised Domain Adaptation for Label-Free Knowledge Tracing
    Yunxiao Wang, Jianlong Chen, Linlin Guo, Haidi Sheng, Xinhua Wang, Lei Guo
Session 5

Graph Analytics, Spatio-Temporal Modeling & AutoML

14:00–15:30Room: Berlin 1Chair: TBD
  1. 14:00–14:15
    KG211 Spatio-Temporal Graph Neural Networks: A Survey
    Zahraa Al Sahili, Mariette Awad
  2. 14:15–14:30
    KG232 Hybrid Spatial-Temporal Graph Neural Networks with Adaptive Graph Framelets for Traffic Forecasting
    Jun Xie, Chenghao Qiu, Ming Li, Xiaosheng Zhuang
  3. 14:30–14:45
    KG259 TAPRS: Prediction-Aware Adaptive Timing Decision for Parking Recommendation
    Yuanyuan Jin, Junqi Qian, Qingshun Wu, Shuo He, Yafei Li, Xiaoling Wang, Mingliang Xu
  4. 14:45–15:00
    KG221 Boundary Orthogonal Wavelets for Sparse Functional Data Analysis
    Quanhan Li, Ming Li, Xiaosheng Zhuang
  5. 15:00–15:15
    KG250 Floating Centroid: A Context-Aware Centrality Measure with Distributed Computation for Large Unweighted Graphs
    Ramaswami Mohandoss, Graceta Gnanaselvi Jesurajan
  6. 15:15–15:30
    KG260 DynoNAS: Dynamic Mutations for Hybrid Neural Architecture Search
    Furkan Özdemir, İnci M. Baytaş
Session 6

AI for Healthcare & Life Sciences

16:00–17:30Room: Berlin 1Chair: TBD
  1. 16:00–16:15
    KG251 REACT-EV: A Knowledge Graph-Augmented Evidence Validation Framework for Real-World Drug Repurposing
    Jianing Liu, Seungyeon Lee, Xianhui Chen, Ping Zhang, Qing Wu
  2. 16:15–16:30
    KG238 LLM-Guided Graph Neural Architecture Search for Molecular Property Prediction
    Yang Gao, Yihan Rao, Mengying Chen, Wenyuan Li, Qianqian Shen, Haishuai Wang
  3. 16:30–16:45
    KG257 MMKD-Niche: A Multi-Modal Knowledge Distillation Framework for Cell Niche Analysis
    Ziyi Wang, Qin Zhang, Mingjiang Liang, Yong Kang
  4. 16:45–17:00
    KG227 Injecting Structural Medical Knowledge into Diffusion Models for Controllable Fundus Image Augmentation
    Ziheng Ma, Yan Li, Zhihao Zhao, Hongzhe Zhang, Yan Sun, Guanhua Ye
  5. 17:00–17:15
    KG256 Dynamic Fusion for Hybrid Sequence-Graph EHR Diagnosis Prediction
    Jian Zhang, Bo Li, Xin Zheng
  6. 17:15–17:30
    KG268 HCT-Microbiome: A Longitudinal Benchmark for Gut Microbiome Surveillance and Early Dysbiosis Forecasting Remote
    Awais Qureshi, Abdul Wahid, Shams Qazi, Muhammad Daud Abdullah Asif, Muhammad Khuram Shahzad, Hashir Moheed Kiani