RD
Ruihai Dong
cs.AIcs.CLcs.LGcs.IRq-fin.STcs.CVAccidental FallsActive learningAdversarial attackblood–brain barrier
On Valency
published · living versionsW_9fsxa5p4·v1 · currentpublished
Can We Rely on Language Models to Orchestrate Services across the Edge-Cloud Continuum?
with Zhenghao Wu, Reza Farahani, Hamed Haddadi, Omer Rana +1
1 version
Preprints & journals
38 papers in the corpus · 2019–2026EEG Biomarkers for Rett Syndrome: A Comparative Analysis of Machine Learning and Deep Learning with Explainable AI10.64898/2026.10.21.26366077v1 · Gupta, M., Jin, C., Lopez Valdes, A. et al.2026 · 0 citationsmedRxiv
PriCoRec: A Privacy-Aware Cloud-Device Collaborative Framework for Ad Recommendation under Feature Constraints2608.14429v1 · Dairui Liu, Zhongyi Lu, Jitao Lu et al.2026 · 0 citationsarXiv
ProPRL: Property-Aware Prerequisite Relation Learning in Educational Knowledge Graphs2608.03006v1 · Xinghe Cheng, Jiapu Wang, Chaobo He et al.2026 · 0 citationsarXiv
RAMP: Robust Ad Recommendation Under Limited Personalized-Feature Availability via Masking and Alignment Pathways2607.17473v1 · Dairui Liu, Zhongyi Lu, Roger Zhe Li et al.2026 · 0 citationsarXiv
From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale2607.09540v4 · Changhong Jin, Shiqiu Yang, Roger Zhe Li et al.2026 · 0 citationsarXiv
Relational Probing: LM-to-Graph Adaptation for Financial Prediction2604.10212v1 · Yingjie Niu, Changhong Jin, Rian Dolphin et al.2026 · 0 citationsarXiv
GAPNet: Plug-in Jointly Learning Task-Specific Graph for Dynamic Stock Relation2602.00888v1 · Yingjie Niu, Lanxin Lu, Changhong Jin et al.2026 · 0 citationsarXiv
Is Complete Labeling Necessary? Understanding Active Learning in Longitudinal Medical Imaging2511.18007v1 · Siteng Ma, Honghui Du, Prateek Mathur et al.2025 · 0 citationsarXiv
NGAT: A Node-level Graph Attention Network for Long-term Stock Prediction2507.02018v1 · Yingjie Niu, Mingchuan Zhao, Valerio Poti et al.2025 · 0 citationsarXiv
Deep Learning Approaches for Medical Imaging Under Varying Degrees of Label Availability: A Comprehensive Survey2504.11588v1 · Siteng Ma, Honghui Du, Yu An et al.2025 · 1 citationarXiv
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation2503.10497v2 · Weihao Xuan, Rui Yang, Heli Qi et al.2025 · 10 citationsarXiv
Transformers4NewsRec: A Transformer-based News Recommendation Framework2410.13125v1 · Dairui Liu, Honghui Du, Boming Yang et al.2024 · 0 citationsarXiv
Evaluating Financial Relational Graphs: Interpretation Before Prediction2410.07216v1 · Yingjie Niu, Lanxin Lu, Rian Dolphin et al.2024 · 4 citationsarXiv
ARTAI: An Evaluation Platform to Assess Societal Risk of Recommender Algorithms2409.12396v1 · Qin Ruan, Jin Xu, Ruihai Dong et al.2024 · 0 citationsarXiv
Contrastive Learning of Asset Embeddings from Financial Time Series2407.18645v1 · Rian Dolphin, Barry Smyth, Ruihai Dong2024 · 2 citationsarXiv
Model-data-driven adversarial active learning for brain tumor segmentation.38761499 · Ma, Siteng, Mathur, Prateek, Ju, Zheng et al.2024 · 2 citationsComputers in biology and medicine. 2024;176:108585
Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image Segmentation2401.16298v1 · Siteng Ma, Haochang Wu, Aonghus Lawlor et al.2024 · 14 citationsarXiv
RecPrompt: A Self-tuning Prompting Framework for News Recommendation Using Large Language Models2312.10463v4 · Dairui Liu, Boming Yang, Honghui Du et al.2023 · 20 citationsarXiv
Can We Transfer Noise Patterns? A Multi-environment Spectrum Analysis Model Using Generated Cases2308.01138v2 · Haiwen Du, Zheng Ju, Yu An et al.2023 · 0 citationsarXiv
Going Beyond Local: Global Graph-Enhanced Personalized News Recommendations2307.06576v5 · Boming Yang, Dairui Liu, Toyotaro Suzumura et al.2023 · 41 citationsarXiv
Topic-Centric Explanations for News Recommendation2306.07506v2 · Dairui Liu, Derek Greene, Irene Li et al.2023 · 13 citationsACM Trans. Recomm. Syst. 1, 1, Article 1 (January 2024), 26 pages.
Enhancing Topic Extraction in Recommender Systems with Entropy Regularization2306.07403v1 · Xuefei Jiang, Dairui Liu, Ruihai Dong2023 · 0 citationsarXiv
Learning to Generalize for Cross-domain QA2305.08208v2 · Yingjie Niu, Linyi Yang, Ruihai Dong et al.2023 · 2 citationsarXiv
Industry Classification Using a Novel Financial Time-Series Case Representation2305.00245v1 · Rian Dolphin, Barry Smyth, Ruihai Dong2023 · 2 citationsarXiv
Utilizing machine learning techniques to predict the blood-brain barrier permeability of compounds detected using LCQTOF-MS in Malaysian Kelulut honey.37409842 · Edros, R, Feng, T W, Dong, R H2023 · 7 citationsSAR and QSAR in environmental research. 2023;34(6):475-500
A Multimodal Embedding-Based Approach to Industry Classification in Financial Markets2211.06378v1 · Rian Dolphin, Barry Smyth, Ruihai Dong2022 · 1 citationarXiv
A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification2203.07216v2 · Dairui Liu, Derek Greene, Ruihai Dong2022 · 12 citationsarXiv
Stock Embeddings: Learning Distributed Representations for Financial Assets2202.08968v1 · Rian Dolphin, Barry Smyth, Ruihai Dong2022 · 6 citationsarXiv
NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-task Financial Forecasting2201.01770v1 · Linyi Yang, Jiazheng Li, Ruihai Dong et al.2022 · 44 citationsarXiv
Pseudo-labelling Enhanced Media Bias Detection2107.07705v1 · Qin Ruan, Brian Mac Namee, Ruihai Dong2021 · 1 citationarXiv
Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market Opportunities2107.03926v1 · Rian Dolphin, Barry Smyth, Yang Xu et al.2021 · 9 citationsarXiv
Fact Check: Analyzing Financial Events from Multilingual News Sources2106.15221v3 · Linyi Yang, Tin Lok James Ng, Barry Smyth et al.2021 · 0 citationsarXiv
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis2106.15231v3 · Linyi Yang, Jiazheng Li, P'adraig Cunningham et al.2021 · 39 citationsarXiv
A gigabyte interpreted seismic dataset for automatic fault recognition.34189207 · An, Yu, Guo, Jiulin, Ye, Qing et al.2024 · 24 citationsData in brief. 2021;37:107219
LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification2103.14620v2 · Irene Li, Aosong Feng, Hao Wu et al.2021 · 17 citationsDLG4NLP Workshop, NAACL 2022
Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification2010.12512v1 · Linyi Yang, Eoin M. Kenny, Tin Lok James Ng et al.2020 · 65 citationsarXiv
An Energy-Efficient Fall Detection Method Based on FD-DNN for Elderly People.32731465 · Liu, Leyuan, Hou, Yibin, He, Jian et al.2021 · 28 citationsSensors (Basel, Switzerland). 2020;20(15)
Explainable Text-Driven Neural Network for Stock Prediction1902.04994v1 · Linyi Yang, Zheng Zhang, Su Xiong et al.2019 · 52 citations2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems
Career total: 139 works. 38 are in this corpus.
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