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ORCID19th KSEM 2026: Beijing, China - Part II
- Jianwei Niu
, Meikang Qiu, Cungen Cao:
Knowledge Science, Engineering and Management - 19th International Conference, KSEM 2026, Beijing, China, July 17-19, 2026, Proceedings, Part II. Lecture Notes in Computer Science 16632, Springer 2027, ISBN 978-981-92-2854-6
Knowledge Modeling and Acquisition
- Xiaoya Yang, Zijuan Zhao, Ye Ren, Yuanqian Zhu, Songhua Liu:
KESTM: Knowledge-Enhanced Spatio-Temporal Module with Adaptive Gating for Dynamic Node Classification. 3-14 - Xu Wang, Shuhan Shi, Liqin Wang, Shuai Zhao, Bo Cheng, Yongfeng Dong:
DeLFKBQA: Decoupled Logical Form Generation for Knowledge Base Question Answering. 15-27 - Zhaojin Zhong, Menghua Jiang, Yin Chen:
EIU-MaxSAT: Optimizing Local Search for (Weighted) Partial MaxSAT via Effective Information Utilization. 28-40 - Jiarui Huang, Tian Xie, Shujian Chen, Yuhan Wang, Junkang Guo, Jian Liu:
CFTformer: A Groundwater Level Prediction Model Based on a Causal Gating Mechanism. 41-53 - Zhijiang Zhang, Yanyong Zhang, Hao Zhou:
RAG-Based Enterprise Knowledge Platform: Design and Evaluation. 54-66 - Fuji Fu, Jinfu Yang, Jiaqi Ma:
M3Flow: Integrating Historical Knowledge via Triple-Modulated Memory Fusion for Multi-Frame Optical Flow Estimation. 67-83 - Jiachen Yuan, Ning Xin, Wenzheng Huang, Qiujin Wang, Lingxiao Zhao, Md Maruf Hasan:
KG-STMI: A Knowledge-Driven MultiModal Framework with Triple-Stage Knowledge Injection for Air Quality Forecasting in Environmental Sensing Networks. 84-99 - Aleksandar Stankovic, Haoran Du, Xinming Wang:
FuseSampleAgg: One-Pass Neighborhood Estimation for Budgeted Knowledge-Graph Refresh and Validation. 100-110
Knowledge-Based Software and Bio Systems
- Ziwei Li, Yingchang Liu, Xiaoying Huang, Mayi Xu, Wanli Li, Zaiwen Feng:
Balanced Heterogeneous Multi-teacher Distillation Framework for Biomedical Relation Extraction. 113-125 - Tian Gou, Zhenglie Sun, Yusen Huang, Jingqi Sun, Hanwen Wang, Yangang Wang, Boyao Zhang:
MAGNet_Fin: Cascaded Attention-Emotion Gating for Behavior-Aware Multi-Modal Financial Forecasting. 126-139 - Jianquan Ouyang, Wentao Liao:
Difference-Aware Boundary Refinement for Named Entity Recognition. 140-149 - Runjie He, Bei Xu, Peng Xu:
Modeling Sensory Experiences as an Intermediate Causal Layer for Conversational Emotion Entailment. 150-162 - Maolin Liu, Qi Yang, Hao Wang:
QAlign-RAG: Causal-Aware Pseudo-Question Generation and Debate-Driven Verification for Medical RAG. 163-175
Knowledge-Based Physical Systems
- Shuxian Zhong, Bi Wang:
A Knowledge-Driven Dynamic Non-uniform Action Discretization Framework for Value-Based Continuous Control. 179-193 - Jiaxing Luo, Fang Liu, Wei Hu:
HCA-RLBP: A Knowledge-Aware Multimodal Fusion Network with Hierarchical Cross-Attention for RNA-Ligand Binding Site Prediction. 194-206 - Lixin Zhang, Jiaqi Hu, Xinyan Gao, Song Bian, Zhenyu Guan:
TeSLIA: A Practical Label Inference Attack in Two-Party Split Learning for Text Classification. 207-220 - Jiameng Qiu, Zicong Chen, Yongdong Wu, Feiran Huang:
Less is More: Efficient Multilingual Intent Routing via Truncation-Based Alignment. 221-231 - Senjie Xia, Jianzeng Song, Yong Zhang, Jianfei Yin:
Towards Multi-zone HVAC Control: A Multi-preference Deep Reinforcement Learning Approach. 232-243 - Zhikang Ni, Bo Huang:
Scheduling Robotic Cellular Manufacturing Systems with Accelerated Reinforcement Learning on Place-Timed Petri Nets. 244-257 - Zhikuang Xin, Zhenghong Wu, Fang Liu, Benxi Tian, Jue Wang, Haikuo Zhang, Rongqiang Cao, Xiaoguang Wang, Yangang Wang:
RDMA-Aware gRPC for Scalable Distributed Reinforcement Learning on HPC Clusters. 258-271 - Lian Peng, Meikang Qiu:
DVQA-FL: A Communication-Efficient Quantum Federated Learning Framework for Power System. 272-283
Semantic Systems
- Qingfeng Li, Jinzhou Meng, Zhenghui Hu, Wenshuai Xu, Xuedong Cui:
Prior Knowledge-Guided Interactive Semantic Segmentation for Robotic Perception. 287-298 - Hua Zhao, Qinghua Song, Jinguo Liang, Qingtian Zeng:
HSSCO-Agro: A Heterogeneous Semantic Space Collaborative Optimization Based Multi-label Text Classification Model for Agrometeorological Data. 299-313 - Xiaofei Wang, Yang Zhang, Songzhuo Liu, Xin Wu, Junyan Chen, Feng Wang, Gang Wang, Xiaozhou Liu, Xiaoguang Liu, Yu Zhang:
Proactive SSD Failure Prediction for Large-Scale Data Center with Siamese Neural Network. 314-330 - Yixin Ruan, Hongmei Chen, Peizhong Yang, Lizhen Wang:
Spatio-Temporal Semantic-Enhanced Contrastive Learning for Friend Recommendation. 331-344 - Weikuan Qiu, Maolin Ma, Hanjia Qiu, Jiaxing Wang, Hao Wen:
CuForm: Data-Efficient Formula Generation via Curriculum Learning. 345-357
Knowledge Engineering Applications
- Zhongjian Wang, Keke Gai, Jing Yu:
A Position-Based Taxonomy of In-Generation Watermarking for Latent Diffusion Models. 361-377 - Yuan Wang, Jixing Zhang, Yichuan Tian, Hui Wen, Tingting Zhao, Hang Gao, Jucheng Yang:
FAMPN: A Frequency-Aware Multi-scale Purification Network for Document Image Restoration. 378-389 - Yun Zhou, Jianlong Su:
CTTT: Learning to Adapt Consistency for Test-Time Training. 390-401 - Jiaqing Zhou, Hao Li, Ran Zhu, Yanan Gao, Changyue Xu, Hao Jiang, Wei Zhou, Meng Lin:
ASL-BO: Bayesian Optimization with Large Language Models for Analog Circuit Sizing. 402-415 - Zhikuang Xin, Meng Wan, Benxi Tian, Jue Wang, Zhihan Yang, Peng Shi, Haikuo Zhang, Rongqiang Cao, Kai Li, Xiaoguang Wang, Xue Miao, Zhenbing Zhao, Yangang Wang:
SEEDTrans: Interpretable Day-Ahead Photovoltaic Power Forecasting with Multi-level Series Decomposition Transformer. 416-429 - Shanshan Huang, Peiwen Yao, Hanbo Zhang, Dandan Cheng, Junchao Wang, Heng Wang, Guoliang Xin, Liyong Zhang:
DCAM U-Net: A 3D U-Net Model with 3D Channel-Spatial Attention and Feature Fusion for Subsurface Void Segment in Ground Penetrating Radar Data. 430-445 - Shiyi Qin, Canlong Zhang, Wenhui Tang, Bo Wei, Yanchao Ma:
DT-CC: Digital Twin-Driven Knowledge Engineering for Classical Chinese Historical Document. 446-457 - Fubin Liu, Yuanrui Hong, Zhaoqiang Ge, Haibo Jin:
Research on Adaptive High-Precision Gateway Energy Metering Technology for Transient Power Flow Based on Artificial Intelligence. 458-470 - Binglu Wang, Jingyi Cui, Le Yang:
Clinically Consistent Ordinal Learning for Early Pneumoconiosis Diagnosis. 471-483 - Wen Zhang, Xuefeng Liu, Shiyu Li:
A Two-Stage Hybrid Learning Framework for Precision Delivery of Fire-Extinguishing Projectiles in Wildland Fire Suppression. 484-495 - Wen Zhang, Xuefeng Liu, Shiyu Li:
A Proximal Policy Optimization-Based Hyper-Heuristic for Adaptive Resource Allocation in Marine Oil Spill Emergency Response. 496-508 - Xiang Fu, Caiyun Fan, Mengmeng Yu:
TraE-VL: A Cascaded Framework for Fine-Grained Perception and Controllable Stylization in Domain-Specific Copywriting Generation. 509-521 - Tianyue Ge, Huanchun Peng, Qingqian Zhou, Ningbo Gu, Nan Deng, Feng Hong:
PHASE: PHasor-guided Adaptive Spatial task assignmEnt. 522-534 - Yuanrui Hong, Fubin Liu, Zhaoqiang Ge, Haibo Jin:
Modeling of High-Precision Synchronous ADC and Cooperative Calibration of Revenue Metering Chain for Gateway Electricity Meters. 535-547
Knowledge-Based Large Language Models (LLMs)
- Zhenglie Sun, Tian Gou, Chunbao Zhou, Yangang Wang:
Hierarchical Reinforcement Learning Agent for Distributed Event-Driven Multi-asset LOBs Simulation. 551-566 - Yanting Chen, Peng Wu, Ruixiang Huang, Xinglong Zhou:
RoMA-V: Benchmarking LLM-Based Theorem Proving Capabilities in Program Verification. 567-578 - Qiuhua Wu, Ailiyaer Abudukelimu, Hankiz Yilahun, Askar Hamdulla:
ARGUE: Towards LLM-Based Fact Checking via an Argumentation-Guided Evidence-Aware Framework. 579-590 - Chen Zhu, Jiayin Li, Yuanfei Dai:
Lifting Graph Structure into Text: Discriminative Structural Textualization for LLM-Based Entity Alignment. 591-603 - Dongyi Fan, Suqiong Zhang, Ming Liu, Yifan Huo, Xinlei Chen, Lili He:
VocabLog: A Vocabulary-Driven and LLM-Augmented Framework for High-Performance Log Parsing. 604-616 - Wenbiao Du, Xiuqi Yang, Zeyang Liu, Boya Zhang, Jingfeng Xue:
Evolva: A Multi-turn Contextual Attack for Long-Reasoning LLMs. 617-631 - Yifan Liu, Shiqi Sun, Yu Wang, Shuaishuai Zhang, Jingyuan Li:
D3: Dispute-Driven Debate for Stabilizing Multi-agent Reasoning in Large Language Models. 632-648 - Yicheng Li, Zhi Li, Tao Feng, Yue Deng, Yin Zhang:
VTool: Benchmarking Tool Use Ability in Multi-modal Context. 649-660
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