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• TGCA-LLM: Time-Aware Graph-Text Contrastive Alignment for Enhancing LLMs in Temporal Knowledge Graph Completion

  Zexuan Wan, Bo Wang, Kuofei Fang, Bin Wu

  15806-15814

  2026-03-14

• Understanding City Traffic Dynamics Utilizing Sensor and Textual Observations

  Pramod Anantharam, Krishnaprasad Thirunarayan, Surendra Marupudi, Amit Sheth, Tanvi Banerjee

  2016-03-05

• DECT: Distributed Evolving Context Tree for Understanding User Behavior Pattern Evolution

  Xiaokui Shu, Nikolay Laptev, Danfeng Yao

  2016-03-05

• Markov Decision Processes with Time-Varying Geometric Discounting

  Jiarui Gan, Annika Hennes, Rupak Majumdar, Debmalya Mandal, Goran Radanovic

  11980-11988

  2023-06-26

• Semi-Supervised Knowledge Amalgamation for Sequence Classification

  Jidapa Thadajarassiri, Thomas Hartvigsen, Xiangnan Kong, Elke A Rundensteiner

  9859-9867

  2021-05-18

• Harnessing Event Sensory Data for Error Pattern Prediction in Vehicles: A Language Model Approach

  Hugo Math, Rainer Lienhart, Robin Schön

  19423-19431

  2025-04-11

• Pharmacokinetics-Informed Neural Network for Predicting Opioid Administration Moments with Wearable Sensors

  Bhanu Teja Gullapalli, Stephanie Carreiro, Brittany P Chapman, Eric L Garland, Tauhidur Rahman

  22892-22898

  2024-03-24

• No Head Left Behind – Multi-Head Alignment Distillation for Transformers

  Tianyang Zhao, Kunwar Yashraj Singh, Srikar Appalaraju, Peng Tang, Vijay Mahadevan, R. Manmatha, Ying Nian Wu

  7514-7524

  2024-03-24

• CityPulse: Fine-Grained Assessment of Urban Change with Street View Time Series

  Tianyuan Huang, Zejia Wu, Jiajun Wu, Jackelyn Hwang, Ram Rajagopal

  22123-22131

  2024-03-24

• DoKnowAD: Calibrating Normal Representations with Refined Domain Knowledge to Enhance Time Series Anomaly Detection

  Shiwang Xing, Jianwei Niu, Tao Ren

  27126-27134

  2026-03-14

• Exploiting Time-Series Image-to-Image Translation to Expand the Range of Wildlife Habitat Analysis

  Ruobing Zheng, Ze Luo, Baoping Yan

  825-832

  2019-07-17

• Scalable Hierarchical Deep Neural Network for Time Series Analysis in Wearable Sensor-based Human Activity Recognition

  Zahra Ghorrati

  29257-29258

  2025-04-11

• You Don’t Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures

  Shengyuan Chen, Chuang Zhou, Zheng Yuan, Qinggang Zhang, Zeyang Cui, Hao Chen, Yilin Xiao, Jiannong Cao, Xiao Huang

  30270-30278

  2026-03-14

• Pre-trained Online Contrastive Learning for Insurance Fraud Detection

  Rui Zhang, Dawei Cheng, Jie Yang, Yi Ouyang, Xian Wu, Yefeng Zheng, Changjun Jiang

  22511-22519

  2024-03-24

• Pre-Trained Video Generative Models as World Simulators

  Haoran He, Yang Zhang, Liang Lin, Zhongwen Xu, Ling Pan

  4645-4653

  2026-03-14

• Synergistic Anchored Contrastive Pre-training for Few-Shot Relation Extraction

  Da Luo, Yanglei Gan, Rui Hou, Run Lin, Qiao Liu, Yuxiang Cai, Wannian Gao

  18742-18750

  2024-03-24

• KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs

  Ruoqi Liu, Lingfei Wu, Ping Zhang

  8805-8814

  2024-03-24

• Unified Graph Neural Networks Pre-training for Multi-domain Graphs

  Mingkai Lin, Xiaobin Hong, Wenzhong Li, Sanglu Lu

  12165-12173

  2025-04-11

• HyperLoad: A Cross-Modality Enhanced Large Language Model-Based Framework for Green Data Center Cooling Load Prediction

  Haoyu Jiang, Boan Qu, Junjie Zhu, Fanjie Zeng, Xiaojie Lin, Wei Zhong

  480-488

  2026-03-14

• Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout

  Hongjun Wang, Jiyuan Chen, Tong Pan, Zipei Fan, Xuan Song, Renhe Jiang, Lingyu Zhang, Yi Xie, Zhongyi Wang, Boyuan Zhang

  4668-4675

  2023-06-26

• Multi-Task Recurrent Modular Networks

  Dongkuan Xu, Wei Cheng, Xin Dong, Bo Zong, Wenchao Yu, Jingchao Ni, Dongjin Song, Xuchao Zhang, Haifeng Chen, Xiang Zhang

  10496-10504

  2021-05-18

• Estimating Average Causal Effects from Patient Trajectories

  Dennis Frauen, Tobias Hatt, Valentyn Melnychuk, Stefan Feuerriegel

  7586-7594

  2023-06-26

• Learning Temporal Resolution in Spectrogram for Audio Classification

  Haohe Liu, Xubo Liu, Qiuqiang Kong, Wenwu Wang, Mark D. Plumbley

  13873-13881

  2024-03-24

• Storage Fit Learning with Feature Evolvable Streams

  Bo-Jian Hou, Yu-Hu Yan, Peng Zhao, Zhi-Hua Zhou

  7729-7736

  2021-05-18

• Approximate Multiplication of Sparse Matrices with Limited Space

  Yuanyu Wan, Lijun Zhang

  10058-10066

  2021-05-18