D. Zha

Most-cited papers

Data-centric Artificial Intelligence: A Survey
D. Zha, Zaid Pervaiz Bhat, Kwei-Herng Lai, Fan Yang +3 more
2023ACM Computing Surveys554 citations Open access
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Revisiting Time Series Outlier Detection: Definitions and Benchmarks
Kwei-Herng Lai, D. Zha, Junjie Xu, Yue Zhao +1 more
2021NeurIPS Datasets and Benchmarks279 citations
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Towards Deeper Graph Neural Networks with Differentiable Group Normalization
Kaixiong Zhou, Xiao Huang, Yuening Li, D. Zha +2 more
2020Neural Information Processing Systems249 citations
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Dirichlet Energy Constrained Learning for Deep Graph Neural Networks
Kaixiong Zhou, Xiao Huang, D. Zha, Rui Chen +3 more
2021Neural Information Processing Systems173 citations
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DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning
D. Zha, Jingru Xie, Wenye Ma, Sheng Zhang +3 more
2021International Conference on Machine Learning166 citations
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In-Processing Modeling Techniques for Machine Learning Fairness: A Survey
Mingyang Wan, D. Zha, Ninghao Liu, Na Zou
2022ACM Transactions on Knowledge Discovery from Data142 citations Open access
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FinGPT: Democratizing Internet-scale Data for Financial Large Language Models
Xiao-Yang Liu, Guoxuan Wang, Hong-Yang Yang, D. Zha
2023arXiv.org131 citations Open access
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Experience Replay Optimization
D. Zha, Kwei-Herng Lai, Kaixiong Zhou, Xia Hu
2019International Joint Conference on Artificial Intelligence129 citations Open access
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Policy-GNN: Aggregation Optimization for Graph Neural Networks
Kwei-Herng Lai, D. Zha, Kaixiong Zhou, Xia Hu
2020Knowledge Discovery and Data Mining112 citations Open access
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Data-centric AI: Perspectives and Challenges
D. Zha, Zaid Pervaiz Bhat, Kwei-Herng Lai, Fan Yang +1 more
2023SDM107 citations Open access
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Large language models for disease diagnosis: a scoping review
Shuang Zhou, Zidu Xu, Mian Zhang, Chun-Pu Xu +13 more
2025npj Artificial Intelligence104 citations Open access
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Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning
Xiao-Yang Liu, Rongyi Zhu, D. Zha, Jiechao Gao +3 more
2023ACM Transactions on Management Information Systems100 citations Open access
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Large Language Models for Disease Diagnosis: A Scoping Review
Shuang Zhou, Zi-Du Xu, Mian Zhang, Chun-Pu Xu +12 more
2024arXiv.org97 citations
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TODS: An Automated Time Series Outlier Detection System
Kwei-Herng Lai, D. Zha, Guanchu Wang, Junjie Xu +7 more
2020AAAI Conference on Artificial Intelligence84 citations Open access
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KnowGPT: Knowledge Graph based Prompting for Large Language Models
Qing-Gang Zhang, Jun-Nan Dong, Hao Chen, D. Zha +2 more
2023Neural Information Processing Systems73 citations Open access
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Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning
D. Zha, Kwei-Herng Lai, Mingyang Wan, Xia Hu
2020Industrial Conference on Data Mining73 citations Open access
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RLCard: A Toolkit for Reinforcement Learning in Card Games
D. Zha, Kwei-Herng Lai, Yuanpu Cao, Songyi Huang +3 more
2019arXiv.org72 citations
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Bring Your Own View: Graph Neural Networks for Link Prediction with Personalized Subgraph Selection
Q. Tan, Xin Zhang, Ninghao Liu, D. Zha +4 more
2022Web Search and Data Mining66 citations Open access
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Dual Policy Distillation
Kwei-Herng Lai, D. Zha, Yuening Li, Xia Hu
2020International Joint Conference on Artificial Intelligence57 citations Open access
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Adaptive Popularity Debiasing Aggregator for Graph Collaborative Filtering
Hua-Chi Zhou, Hao Chen, Jun-Nan Dong, D. Zha +2 more
2023Annual International ACM SIGIR Conference on Research and Development in Information Retrieval55 citations Open access
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PyODDS: An End-to-end Outlier Detection System with Automated Machine Learning
Yuening Li, D. Zha, Praveen Kumar Venugopal, Na Zou +1 more
2020The Web Conference55 citations Open access
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Dynamic datasets and market environments for financial reinforcement learning
Xiao-Yang Liu, Ziyi Xia, Hong-Yang Yang, Jiechao Gao +5 more
2023Machine-mediated learning54 citations Open access
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OpenGSL: A Comprehensive Benchmark for Graph Structure Learning
Zhiyao Zhou, Sheng Zhou, Bochao Mao, Xu Zhou +6 more
2023Neural Information Processing Systems54 citations Open access
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Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments
D. Zha, Wenye Ma, Lei Yuan, Xia Hu +1 more
2021International Conference on Learning Representations49 citations
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RLCard: A Platform for Reinforcement Learning in Card Games
D. Zha, Kwei-Herng Lai, Songyi Huang, Yuanpu Cao +6 more
2020International Joint Conference on Artificial Intelligence47 citations Open access
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Multi-Channel Graph Neural Networks
Kaixiong Zhou, Qingquan Song, Xiao Huang, D. Zha +2 more
2020International Joint Conference on Artificial Intelligence47 citations
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Active Ensemble Learning for Knowledge Graph Error Detection
Jun-Nan Dong, Qing-Gang Zhang, Xiao Huang, Q. Tan +2 more
2023Web Search and Data Mining46 citations Open access
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Towards Learning Disentangled Representations for Time Series
Yuening Li, Zhengzhang Chen, D. Zha, Meng-Nan Du +4 more
2022Knowledge Discovery and Data Mining42 citations
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GAugLLM: Improving Graph Contrastive Learning for Text-Attributed Graphs with Large Language Models
Yi Fang, Dong-Zhe Fan, D. Zha, Qiao-Yu Tan
2024Knowledge Discovery and Data Mining41 citations Open access
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Modeling Techniques for Machine Learning Fairness: A Survey
Mingyang Wan, D. Zha, Ninghao Liu, Na Zou
2021arXiv.org41 citations
Semantic Scholar
Multi-label dataless text classification with topic modeling
D. Zha, Chenliang Li
2017Knowledge and Information Systems41 citations Open access
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Towards Similarity-Aware Time-Series Classification
D. Zha, Kwei-Herng Lai, Kaixiong Zhou, Xia Hu
2022SDM40 citations Open access
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AutoShard: Automated Embedding Table Sharding for Recommender Systems
D. Zha, Louis Feng, Bhargav Bhushanam, Dhruv Choudhary +6 more
2022Knowledge Discovery and Data Mining39 citations Open access
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Auto-PINN: Understanding and Optimizing Physics-Informed Neural Architecture
Yicheng Wang, Xiaotian Han, Chia-yuan Chang, D. Zha +2 more
2022arXiv.org39 citations Open access
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DreamShard: Generalizable Embedding Table Placement for Recommender Systems
D. Zha, Louis Feng, Q. Tan, Zi-Rui Liu +5 more
2022Neural Information Processing Systems37 citations Open access
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Modality-Aware Integration with Large Language Models for Knowledge-based Visual Question Answering
Jun-Nan Dong, Qing-Gang Zhang, Hua-Chi Zhou, D. Zha +2 more
2024Annual Meeting of the Association for Computational Linguistics33 citations
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SurCo: Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems
Aaron Ferber, Taoan Huang, D. Zha, M. Schubert +3 more
2022International Conference on Machine Learning31 citations Open access
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AutoOD: Neural Architecture Search for Outlier Detection
Yuening Li, Zhengzhang Chen, D. Zha, Kaixiong Zhou +3 more
2021IEEE International Conference on Data Engineering31 citations
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CHAOS: an SDN-based Moving Target Defense System
Yuan Shi, Huan-Guo Zhang, Juan Wang, Feng Xiao +5 more
2017Secur. Commun. Networks29 citations Open access
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Automated Anomaly Detection via Curiosity-Guided Search and Self-Imitation Learning
Yue-Ning Li, Zhengzhang Chen, D. Zha, Kaixiong Zhou +3 more
2021IEEE Transactions on Neural Networks and Learning Systems28 citations
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RSC: Accelerate Graph Neural Networks Training via Randomized Sparse Computations
Zi-Rui Liu, Sheng-Wei Chen, Kaixiong Zhou, D. Zha +2 more
2022International Conference on Machine Learning26 citations
Semantic Scholar
Sound information seeking in Web 2.0 virtual communities: the moderating effect of mindfulness
Xian-Jin Zha, Jin-Chao Zhang, Yalan Yan, D. Zha
2015Behavior and Information Technology26 citations
Semantic Scholar
BED: A Real-Time Object Detection System for Edge Devices
Guanchu Wang, Zaid Pervaiz Bhat, Zhimeng Jiang, Yi-Wei Chen +7 more
2022International Conference on Information and Knowledge Management25 citations Open access
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Exploring the effect of individual differences on self-efficacy in getting information
Yalan Yan, D. Zha, An Yan, Qin Zhang
201625 citations
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Understanding information seeking in digital libraries: antecedents and consequences
Xian-Jin Zha, Wentao Wang, Yalan Yan, Jin-Chao Zhang +1 more
2015Aslib Journal of Information Management25 citations
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Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model
V. Chaudhary, Xia Hu, Zhimeng Jiang, Zi-Rui Liu +7 more
2023Neural Information Processing Systems22 citations Open access
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Towards Automated Imbalanced Learning with Deep Hierarchical Reinforcement Learning
D. Zha, Kwei-Herng Lai, Q. Tan, Sirui Ding +2 more
2022International Conference on Information and Knowledge Management21 citations Open access
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AutoOD: Automated Outlier Detection via Curiosity-guided Search and Self-imitation Learning
Yuening Li, Zhengzhang Chen, D. Zha, Kaixiong Zhou +3 more
2020arXiv.org19 citations
Semantic Scholar
Data-centric AI: Techniques and Future Perspectives
D. Zha, Kwei-Herng Lai, Fan Yang, Na Zou +2 more
2023Knowledge Discovery and Data Mining18 citations Open access
Semantic Scholar
FinLoRA: Benchmarking LoRA Methods for Fine-Tuning LLMs on Financial Datasets
Dan-Nong Wang, J. Patel, D. Zha, Steve Y. Yang +1 more
2025arXiv.org17 citations
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