Aidong Zhang - RankMe

463 papers A* 92A 30B 14C 15Misc 7Journal 165Unranked 131

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CASL: Concept-Aligned Sparse Latents for Interpreting Diffusion Models. CoRR Zhenghao He, Guangzhi Xiong, Boyang Wang, Sanchit Sinha, Aidong Zhang
2026	A*	`conf`	Concept-RuleNet: Grounded Multi-Agent Neurosymbolic Reasoning in Vision Language Models. AAAI Sanchit Sinha, Guangzhi Xiong, Zhenghao He, Aidong Zhang
2026	—	`conf`	MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs. KDD (1) Wenqian Ye, Bohan Liu, Guangtao Zheng, Di Wang, Xu Cao, Yunsheng Ma, Bolin Lai, James M. Rehg, Aidong Zhang
2026	J	`jnl`	Med-V1: Small Language Models for Zero-shot and Scalable Biomedical Evidence Attribution. CoRR Qiao Jin, Yin Fang, Lauren He, Yifan Yang, Guangzhi Xiong, Zhizheng Wang, Nicholas Wan, Joey Chan, Donald C. Comeau, Robert Leaman, Charalampos S. Floudas, Aidong Zhang, Michael F. Chiang, Yifan Peng, Zhiyong Lu
2026	J	`jnl`	Neural Additive Experts: Context-Gated Experts for Controllable Model Additivity. CoRR Guangzhi Xiong, Sanchit Sinha, Aidong Zhang
2026	J	`jnl`	Reasoning Beyond Chain-of-Thought: A Latent Computational Mode in Large Language Models. CoRR Zhenghao He, Guangzhi Xiong, Bohan Liu, Sanchit Sinha, Aidong Zhang
2026	J	`jnl`	Retrieving Counterfactuals Improves Visual In-Context Learning. CoRR Guangzhi Xiong, Sanchit Sinha, Zhenghao He, Aidong Zhang
2026	A*	`conf`	SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias. AAAI Wenqian Ye, Di Wang, Guangtao Zheng, Bohan Liu, Aidong Zhang
2026	A*	`conf`	SlideBot: A Multi-Agent Framework for Generating Informative, Reliable, Multi-Modal Presentations. AAAI Eric Xie, Danielle Waterfield, Michael Kennedy, Aidong Zhang
2026	J	`jnl`	The Clever Hans Mirage: A Comprehensive Survey on Spurious Correlations in Machine Learning. Trans. Mach. Learn. Res. Wenqian Ye, Luyang Jiang, Eric Xie, Guangtao Zheng, Yunsheng Ma, Xu Cao, Dongliang Guo, Daiqing Qi, Zeyu He, Yijun Tian, Christopher W. Porter, Megan Coffee, Zhe Zeng, Sheng Li, Ziran Wang, Ting-Hao Kenneth Huang, James Matthew Rehg, Henry A. Kautz, Aidong Zhang
2025	J	`jnl`	A Comprehensive Survey on the Risks and Limitations of Concept-based Models. CoRR Sanchit Sinha, Aidong Zhang
2025	—	`conf`	AI and Science Day. KDD (2) Aidong Zhang, Vipin Kumar, Yan Liu
2025	A*	`conf`	ASCENT-ViT: Attention-based Scale-aware Concept Learning Framework for Enhanced Alignment in Vision Transformers. IJCAI Sanchit Sinha, Guangzhi Xiong, Aidong Zhang
2025	A*	`conf`	Boosting Clinical Outcome Prediction with Context-Aware Feature Imputation and Disentanglement. ICDM Lei Gong, Aidong Zhang, Kishlay Jha
2025	J	`jnl`	COCO-Tree: Compositional Hierarchical Concept Trees for Enhanced Reasoning in Vision Language Models. CoRR Sanchit Sinha, Guangzhi Xiong, Aidong Zhang
2025	A*	`conf`	COCO-Tree: Compositional Hierarchical Concept Trees for Enhanced Reasoning in Vision-Language Models. EMNLP Sanchit Sinha, Guangzhi Xiong, Aidong Zhang
2025	J	`jnl`	Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning. CoRR Yin Fang, Qiao Jin, Guangzhi Xiong, Bowen Jin, Xianrui Zhong, Siru Ouyang, Aidong Zhang, Jiawei Han, Zhiyong Lu
2025	J	`jnl`	Chart-RVR: Reinforcement Learning with Verifiable Rewards for Explainable Chart Reasoning. CoRR Sanchit Sinha, Oana Frunza, Kashif Rasul, Yuriy Nevmyvaka, Aidong Zhang
2025	J	`jnl`	Client-Centric Federated Adaptive Optimization. CoRR Jianhui Sun, Xidong Wu, Heng Huang, Aidong Zhang
2025	J	`jnl`	Concept-RuleNet: Grounded Multi-Agent Neurosymbolic Reasoning in Vision Language Models. CoRR Sanchit Sinha, Guangzhi Xiong, Zhenghao He, Aidong Zhang
2025	J	`jnl`	ConceptDrift: leveraging spatial, temporal and semantic evolution of biomedical concepts for hypothesis generation. Bioinform. Amir Hassan Shariatmadari, Alireza Jafari, Sikun Guo, Sneha Srinivasan, Nathan C. Sheffield, Aidong Zhang, Kishlay Jha
2025	J	`jnl`	GCAV: A Global Concept Activation Vector Framework for Cross-Layer Consistency in Interpretability. CoRR Zhenghao He, Sanchit Sinha, Guangzhi Xiong, Aidong Zhang
2025	A*	`conf`	HyHG: A Temporal Hypergraph Contrastive Learning Framework for Biomedical Hypothesis Generation. ICDM Amir Hassan Shariatmadari, Sikun Guo, Nathan C. Sheffield, Aidong Zhang, Kishlay Jha
2025	B	`conf`	IRIS: Interpretable Risk Clustering Intelligence for Survival Analysis. IEEE Big Data Kazi Noshin, Bojian Hou, Mary Regina Boland, Zixuan Wen, Boning Tong, Li Shen, Aidong Zhang
2025	—	`conf`	IdeaBench: Benchmarking Large Language Models for Research Idea Generation. KDD (2) Sikun Guo, Amir Hassan Shariatmadari, Guangzhi Xiong, Albert Huang, Myles Kim, Corey M. Williams, Stefan Bekiranov, Aidong Zhang
2025	—	`conf`	Improving Group Robustness on Spurious Correlation via Evidential Alignment. KDD (2) Wenqian Ye, Guangtao Zheng, Aidong Zhang
2025	J	`jnl`	Improving Group Robustness on Spurious Correlation via Evidential Alignment. CoRR Wenqian Ye, Guangtao Zheng, Aidong Zhang
2025	—	`conf`	InfAL: Inference Time Adversarial Learning for Improving Research Ideation. EMNLP (Findings) Sikun Guo, Amir Hassan Shariatmadari, Peng Wang, Albert Huang, Aidong Zhang
2025	—	`conf`	Integrating Social Determinants of Health in a Multi-Modal Deep Clustering Survival Model for Injury-Risk in Alzheimer’s and Related Dementia Patients. AAAI Bridge Program Kazi Noshin, Mary Regina Boland, Bojian Hou, Weiqing He, Victoria Lu, Li Shen, Aidong Zhang
2025	—	`conf`	KDD 2025 Panel on AI for Science. KDD (2) Vipin Kumar, Yan Liu, Aidong Zhang
2025	J	`jnl`	Leveraging Scale-aware Representations for improved Concept-Representation Alignment in ViTs. CoRR Sanchit Sinha, Guangzhi Xiong, Aidong Zhang
2025	A*	`conf`	LifelongSkill: Toward Modality-Varying Lifelong Learning with Latent Knowledge Hypergraph. ICDM Jiayi Chen, Kishlay Jha, Aidong Zhang
2025	—	`conf`	MedCite: Can Language Models Generate Verifiable Text for Medicine? ACL (Findings) Xiao Wang, Mengjue Tan, Qiao Jin, Guangzhi Xiong, Yu Hu, Aidong Zhang, Zhiyong Lu, Minjia Zhang
2025	J	`jnl`	MedCite: Can Language Models Generate Verifiable Text for Medicine? CoRR Xiao Wang, Mengjue Tan, Qiao Jin, Guangzhi Xiong, Yu Hu, Aidong Zhang, Zhiyong Lu, Minjia Zhang
2025	A*	`conf`	NeuronTune: Towards Self-Guided Spurious Bias Mitigation. ICML Guangtao Zheng, Wenqian Ye, Aidong Zhang
2025	J	`jnl`	NeuronTune: Towards Self-Guided Spurious Bias Mitigation. CoRR Guangtao Zheng, Wenqian Ye, Aidong Zhang
2025	A	`conf`	Optimizing External and Internal Knowledge of Foundation Models for Scientific Discovery. SDM Sikun Guo, Guangzhi Xiong, Aidong Zhang
2025	J	`jnl`	ProtoNAM: Prototypical Neural Additive Models for Interpretable Deep Tabular Learning. ACM Trans. Knowl. Discov. Data Guangzhi Xiong, Sanchit Sinha, Aidong Zhang
2025	J	`jnl`	RAG-Gym: Optimizing Reasoning and Search Agents with Process Supervision. CoRR Guangzhi Xiong, Qiao Jin, Xiao Wang, Yin Fang, Haolin Liu, Yifan Yang, Fangyuan Chen, Zhixing Song, Dengyu Wang, Minjia Zhang, Zhiyong Lu, Aidong Zhang
2025	J	`jnl`	Rectifying Shortcut Behaviors in Preference-based Reward Learning. CoRR Wenqian Ye, Guangtao Zheng, Aidong Zhang
2025	J	`jnl`	SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias. CoRR Wenqian Ye, Di Wang, Guangtao Zheng, Bohan Liu, Aidong Zhang
2025	A*	`conf`	ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models. IJCAI Guangtao Zheng, Wenqian Ye, Aidong Zhang
2025	J	`jnl`	ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models. CoRR Guangtao Zheng, Wenqian Ye, Aidong Zhang
2025	J	`jnl`	SlideBot: A Multi-Agent Framework for Generating Informative, Reliable, Multi-Modal Presentations. CoRR Eric Xie, Danielle Waterfield, Michael Kennedy, Aidong Zhang
2025	J	`jnl`	TAMA: A Human-AI Collaborative Thematic Analysis Framework Using Multi-Agent LLMs for Clinical Interviews. CoRR Huimin Xu, Seungjun Yi, Terence Lim, Jiawei Xu, Andrew Well, Carlos M. Mery, Aidong Zhang, Yuji Zhang, Heng Ji, Keshav Pingali, Yan Leng, Ying Ding
2025	J	`jnl`	Toward Faithful Retrieval-Augmented Generation with Sparse Autoencoders. CoRR Guangzhi Xiong, Zhenghao He, Bohan Liu, Sanchit Sinha, Aidong Zhang
2025	J	`jnl`	Toward Reliable Biomedical Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models. CoRR Guangzhi Xiong, Eric Xie, Corey M. Williams, Myles Kim, Amir Hassan Shariatmadari, Sikun Guo, Stefan Bekiranov, Aidong Zhang
2025	A*	`conf`	Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models. IJCAI Guangzhi Xiong, Eric Xie, Corey M. Williams, Myles Kim, Amir Hassan Shariatmadari, Sikun Guo, Stefan Bekiranov, Aidong Zhang
2024	A*	`conf`	A Self-explaining Neural Architecture for Generalizable Concept Learning. IJCAI Sanchit Sinha, Guangzhi Xiong, Aidong Zhang
2024	J	`jnl`	A Self-explaining Neural Architecture for Generalizable Concept Learning. CoRR Sanchit Sinha, Guangzhi Xiong, Aidong Zhang
2024	A*	`conf`	AdvST: Revisiting Data Augmentations for Single Domain Generalization. AAAI Guangtao Zheng, Mengdi Huai, Aidong Zhang
2024	—	`conf`	Benchmarking Retrieval-Augmented Generation for Medicine. ACL (Findings) Guangzhi Xiong, Qiao Jin, Zhiyong Lu, Aidong Zhang
2024	J	`jnl`	Benchmarking Retrieval-Augmented Generation for Medicine. CoRR Guangzhi Xiong, Qiao Jin, Zhiyong Lu, Aidong Zhang
2024	—	`conf`	Benchmarking Spurious Bias in Few-Shot Image Classifiers. ECCV (80) Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024	J	`jnl`	Benchmarking Spurious Bias in Few-Shot Image Classifiers. CoRR Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024	A*	`conf`	CoLiDR: Concept Learning using Aggregated Disentangled Representations. KDD Sanchit Sinha, Guangzhi Xiong, Aidong Zhang
2024	J	`jnl`	CoLiDR: Concept Learning using Aggregated Disentangled Representations. CoRR Sanchit Sinha, Guangzhi Xiong, Aidong Zhang
2024	B	`conf`	Context-Specific Feature Augmentation for Improving Social Determinants of Health Extraction. IEEE Big Data Lei Gong, Andrey Shor, Aidong Zhang, Kishlay Jha
2024	J	`jnl`	DeepGSEA: explainable deep gene set enrichment analysis for single-cell transcriptomic data. Bioinform. Guangzhi Xiong, Nathan Leroy, Stefan Bekiranov, Nathan C. Sheffield, Aidong Zhang
2024	J	`jnl`	Demystifying Large Language Models for Medicine: A Primer. CoRR Qiao Jin, Nicholas Wan, Robert Leaman, Shubo Tian, Zhizheng Wang, Yifan Yang, Zifeng Wang, Guangzhi Xiong, Po-Ting Lai, Qingqing Zhu, Benjamin Hou, Maame Sarfo-Gyamfi, Gongbo Zhang, Aidan Gilson, Balu Bhasuran, Zhe He, Aidong Zhang, Jimeng Sun, Chunhua Weng, Ronald M. Summers, Qingyu Chen, Yifan Peng, Zhiyong Lu
2024	B	`conf`	Embracing Foundation Models for Advancing Scientific Discovery. IEEE Big Data Sikun Guo, Amir Hassan Shariatmadari, Guangzhi Xiong, Aidong Zhang
2024	J	`jnl`	Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine. CoRR Yifan Yang, Qiao Jin, Robert Leaman, Xiaoyu Liu, Guangzhi Xiong, Maame Sarfo-Gyamfi, Changlin Gong, Santiago Ferrière-Steinert, W. John Wilbur, Xiaojun Li, Jiaxin Yuan, Bang An, Kelvin S. Castro, Francisco Erramuspe Álvarez, Matías Stockle, Aidong Zhang, Furong Huang, Zhiyong Lu
2024	A*	`conf`	FedMBridge: Bridgeable Multimodal Federated Learning. ICML Jiayi Chen, Aidong Zhang
2024	—	`conf`	Generalizing to Unseen Domains via Text-Guided Augmentation: A Training-Free Approach. ECCV (69) Daiqing Qi, Handong Zhao, Aidong Zhang, Sheng Li
2024	J	`jnl`	Humans Continue to Outperform Large Language Models in Complex Clinical Decision-Making: A Study with Medical Calculators. CoRR Nicholas Wan, Qiao Jin, Joey Chan, Guangzhi Xiong, Serina S. Applebaum, Aidan Gilson, Reid McMurry, R. Andrew Taylor, Aidong Zhang, Qingyu Chen, Zhiyong Lu
2024	J	`jnl`	IdeaBench: Benchmarking Large Language Models for Research Idea Generation. CoRR Sikun Guo, Amir Hassan Shariatmadari, Guangzhi Xiong, Albert Huang, Eric Xie, Stefan Bekiranov, Aidong Zhang
2024	J	`jnl`	Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions. CoRR Guangzhi Xiong, Qiao Jin, Xiao Wang, Minjia Zhang, Zhiyong Lu, Aidong Zhang
2024	J	`jnl`	Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models. CoRR Guangzhi Xiong, Eric Xie, Amir Hassan Shariatmadari, Sikun Guo, Stefan Bekiranov, Aidong Zhang
2024	A*	`conf`	Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation. IJCAI Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024	J	`jnl`	Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation. CoRR Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024	A*	`conf`	MAML-en-LLM: Model Agnostic Meta-Training of LLMs for Improved In-Context Learning. KDD Sanchit Sinha, Yuguang Yue, Victor Soto, Mayank Kulkarni, Jianhua Lu, Aidong Zhang
2024	J	`jnl`	MAML-en-LLM: Model Agnostic Meta-Training of LLMs for Improved In-Context Learning. CoRR Sanchit Sinha, Yuguang Yue, Victor Soto, Mayank Kulkarni, Jianhua Lu, Aidong Zhang
2024	J	`jnl`	MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs. CoRR Wenqian Ye, Guangtao Zheng, Yunsheng Ma, Xu Cao, Bolin Lai, James M. Rehg, Aidong Zhang
2024	A*	`conf`	MedCalc-Bench: Evaluating Large Language Models for Medical Calculations. NeurIPS Nikhil Khandekar, Qiao Jin, Guangzhi Xiong, Soren Dunn, Serina S. Applebaum, Zain Anwar, Maame Sarfo-Gyamfi, Conrad W. Safranek, Abid A Anwar, Andrew Zhang, Aidan Gilson, Maxwell B. Singer, Amisha D. Dave, Andrew Taylor, Aidong Zhang, Qingyu Chen, Zhiyong Lu
2024	J	`jnl`	MedCalc-Bench: Evaluating Large Language Models for Medical Calculations. CoRR Nikhil Khandekar, Qiao Jin, Guangzhi Xiong, Soren Dunn, Serina S. Applebaum, Zain Anwar, Maame Sarfo-Gyamfi, Conrad W. Safranek, Abid A Anwar, Andrew Zhang, Aidan Gilson, Maxwell B. Singer, Amisha D. Dave, Andrew Taylor, Aidong Zhang, Qingyu Chen, Zhiyong Lu
2024	A*	`conf`	On Disentanglement of Asymmetrical Knowledge Transfer for Modality-Task Agnostic Federated Learning. AAAI Jiayi Chen, Aidong Zhang
2024	A*	`conf`	On the Role of Server Momentum in Federated Learning. AAAI Jianhui Sun, Xidong Wu, Heng Huang, Aidong Zhang
2024	J	`jnl`	ProtoNAM: Prototypical Neural Additive Models for Interpretable Deep Tabular Learning. CoRR Guangzhi Xiong, Sanchit Sinha, Aidong Zhang
2024	J	`jnl`	Spurious Correlations in Machine Learning: A Survey. CoRR Wenqian Ye, Guangtao Zheng, Xu Cao, Yunsheng Ma, Xia Hu, Aidong Zhang
2024	A*	`conf`	Spuriousness-Aware Meta-Learning for Learning Robust Classifiers. KDD Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024	J	`jnl`	Spuriousness-Aware Meta-Learning for Learning Robust Classifiers. CoRR Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024	J	`jnl`	Structural Causality-based Generalizable Concept Discovery Models. CoRR Sanchit Sinha, Guangzhi Xiong, Aidong Zhang
2023	J	`jnl`	AdvST: Revisiting Data Augmentations for Single Domain Generalization. CoRR Guangtao Zheng, Mengdi Huai, Aidong Zhang
2023	J	`jnl`	Concept-Level Model Interpretation From the Causal Aspect. IEEE Trans. Knowl. Data Eng. Liuyi Yao, Yaliang Li, Sheng Li, Jinduo Liu, Mengdi Huai, Aidong Zhang, Jing Gao
2023	A*	`conf`	Enhance Diffusion to Improve Robust Generalization. KDD Jianhui Sun, Sanchit Sinha, Aidong Zhang
2023	J	`jnl`	Enhance Diffusion to Improve Robust Generalization. CoRR Jianhui Sun, Sanchit Sinha, Aidong Zhang
2023	A*	`conf`	Federated Conditional Stochastic Optimization. NeurIPS Xidong Wu, Jianhui Sun, Zhengmian Hu, Junyi Li, Aidong Zhang, Heng Huang
2023	J	`jnl`	Federated Conditional Stochastic Optimization. CoRR Xidong Wu, Jianhui Sun, Zhengmian Hu, Junyi Li, Aidong Zhang, Heng Huang
2023	J	`jnl`	Interpretable meta-learning of multi-omics data for survival analysis and pathway enrichment. Bioinform. Hyun Jae Cho, Mia Shu, Stefan Bekiranov, Chongzhi Zang, Aidong Zhang
2023	A*	`conf`	Learning for Counterfactual Fairness from Observational Data. KDD Jing Ma, Ruocheng Guo, Aidong Zhang, Jundong Li
2023	J	`jnl`	Learning for Counterfactual Fairness from Observational Data. CoRR Jing Ma, Ruocheng Guo, Aidong Zhang, Jundong Li
2023	A	`conf`	Learning to Learn Task Transformations for Improved Few-Shot Classification. SDM Guangtao Zheng, Qiuling Suo, Mengdi Huai, Aidong Zhang
2023	A*	`conf`	On Hierarchical Disentanglement of Interactive Behaviors for Multimodal Spatiotemporal Data with Incompleteness. KDD Jiayi Chen, Aidong Zhang
2023	—	`conf`	On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval. EMNLP (Findings) Jiayi Chen, Hanjun Dai, Bo Dai, Aidong Zhang, Wei Wei
2023	J	`jnl`	On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval. CoRR Jiayi Chen, Hanjun Dai, Bo Dai, Aidong Zhang, Wei Wei
2023	J	`jnl`	On the Role of Server Momentum in Federated Learning. CoRR Jianhui Sun, Xidong Wu, Heng Huang, Aidong Zhang
2023	J	`jnl`	ProtoCell4P: an explainable prototype-based neural network for patient classification using single-cell RNA-seq. Bioinform. Guangzhi Xiong, Stefan Bekiranov, Aidong Zhang
2023	J	`jnl`	Scheduling Hyperparameters to Improve Generalization: From Centralized SGD to Asynchronous SGD. ACM Trans. Knowl. Discov. Data Jianhui Sun, Ying Yang, Guangxu Xun, Aidong Zhang
2023	A*	`conf`	Solving a Class of Non-Convex Minimax Optimization in Federated Learning. NeurIPS Xidong Wu, Jianhui Sun, Zhengmian Hu, Aidong Zhang, Heng Huang
2023	J	`jnl`	Solving a Class of Non-Convex Minimax Optimization in Federated Learning. CoRR Xidong Wu, Jianhui Sun, Zhengmian Hu, Aidong Zhang, Heng Huang
2023	A*	`conf`	Towards Generalized mmWave-based Human Pose Estimation through Signal Augmentation. MobiCom Hongfei Xue, Qiming Cao, Chenglin Miao, Yan Ju, Haochen Hu, Aidong Zhang, Lu Su
2023	A*	`conf`	Understanding and Enhancing Robustness of Concept-Based Models. AAAI Sanchit Sinha, Mengdi Huai, Jianhui Sun, Aidong Zhang
2022	A*	`conf`	CLEAR: Generative Counterfactual Explanations on Graphs. NeurIPS Jing Ma, Ruocheng Guo, Saumitra Mishra, Aidong Zhang, Jundong Li
2022	J	`jnl`	CLEAR: Generative Counterfactual Explanations on Graphs. CoRR Jing Ma, Ruocheng Guo, Saumitra Mishra, Aidong Zhang, Jundong Li
2022	J	`jnl`	Continual knowledge infusion into pre-trained biomedical language models. Bioinform. Kishlay Jha, Aidong Zhang
2022	A*	`conf`	Demystify Hyperparameters for Stochastic Optimization with Transferable Representations. KDD Jianhui Sun, Mengdi Huai, Kishlay Jha, Aidong Zhang
2022	A*	`conf`	FedMSplit: Correlation-Adaptive Federated Multi-Task Learning across Multimodal Split Networks. KDD Jiayi Chen, Aidong Zhang
2022	J	`jnl`	Inferring Effective Connectivity Networks From fMRI Time Series With a Temporal Entropy-Score. IEEE Trans. Neural Networks Learn. Syst. Jinduo Liu, Junzhong Ji, Guangxu Xun, Aidong Zhang
2022	A*	`conf`	Knowledge-Guided Semantics Adjustment for Improved Few-Shot Classification. ICDM Guangtao Zheng, Aidong Zhang
2022	A	`conf`	Learning Fair Node Representations with Graph Counterfactual Fairness. WSDM Jing Ma, Ruocheng Guo, Mengting Wan, Longqi Yang, Aidong Zhang, Jundong Li
2022	J	`jnl`	Learning Fair Node Representations with Graph Counterfactual Fairness. CoRR Jing Ma, Ruocheng Guo, Mengting Wan, Longqi Yang, Aidong Zhang, Jundong Li
2022	Misc	`conf`	M SenSys Hongfei Xue, Qiming Cao, Yan Ju, Haochen Hu, Haoyu Wang, Aidong Zhang, Lu Su
2022	J	`jnl`	On the Robustness of Metric Learning: An Adversarial Perspective. ACM Trans. Knowl. Discov. Data Mengdi Huai, Tianhang Zheng, Chenglin Miao, Liuyi Yao, Aidong Zhang
2022	A*	`conf`	Topological Transduction for Hybrid Few-shot Learning. WWW Jiayi Chen, Aidong Zhang
2022	A*	`conf`	Towards Automating Model Explanations with Certified Robustness Guarantees. AAAI Mengdi Huai, Jinduo Liu, Chenglin Miao, Liuyi Yao, Aidong Zhang
2022	J	`jnl`	Understanding and Enhancing Robustness of Concept-based Models. CoRR Sanchit Sinha, Mengdi Huai, Jianhui Sun, Aidong Zhang
2021	A*	`conf`	A Stagewise Hyperparameter Scheduler to Improve Generalization. KDD Jianhui Sun, Ying Yang, Guangxu Xun, Aidong Zhang
2021	J	`jnl`	A Survey on Causal Inference. ACM Trans. Knowl. Discov. Data Liuyi Yao, Zhixuan Chu, Sheng Li, Yaliang Li, Jing Gao, Aidong Zhang
2021	J	`jnl`	Continual representation learning for evolving biomedical bipartite networks. Bioinform. Kishlay Jha, Guangxu Xun, Aidong Zhang
2021	A	`conf`	Deconfounding with Networked Observational Data in a Dynamic Environment. WSDM Jing Ma, Ruocheng Guo, Chen Chen, Aidong Zhang, Jundong Li
2021	J	`jnl`	EIC Farewell and New EIC Introduction. IEEE ACM Trans. Comput. Biol. Bioinform. Aidong Zhang
2021	J	`jnl`	Embeddings of genomic region sets capture rich biological associations in lower dimensions. Bioinform. Erfaneh Gharavi, Aaron Gu, Guangtao Zheng, Jason P. Smith, Hyun Jae Cho, Aidong Zhang, Donald E. Brown, Nathan C. Sheffield
2021	—	`conf`	Few-Shot Class-Incremental Learning with Meta-Learned Class Structures. ICDM (Workshops) Guangtao Zheng, Aidong Zhang
2021	A	`conf`	HetMAML: Task-Heterogeneous Model-Agnostic Meta-Learning for Few-Shot Learning Across Modalities. CIKM Jiayi Chen, Aidong Zhang
2021	J	`jnl`	HetMAML: Task-Heterogeneous Model-Agnostic Meta-Learning for Few-Shot Learning Across Modalities. CoRR Jiayi Chen, Aidong Zhang
2021	A	`conf`	Heterogeneous Spatio-Temporal Graph Convolution Network for Traffic Forecasting with Missing Values. ICDCS Weida Zhong, Qiuling Suo, Xiaowei Jia, Aidong Zhang, Lu Su
2021	A*	`conf`	Knowledge-Guided Efficient Representation Learning for Biomedical Domain. KDD Kishlay Jha, Guangxu Xun, Nan Du, Aidong Zhang
2021	J	`jnl`	MeSHProbeNet-P: Improving Large-scale MeSH Indexing with Personalizable MeSH Probes. ACM Trans. Knowl. Discov. Data Guangxu Xun, Kishlay Jha, Aidong Zhang
2021	A*	`conf`	Multi-Cause Effect Estimation with Disentangled Confounder Representation. IJCAI Jing Ma, Ruocheng Guo, Aidong Zhang, Jundong Li
2021	A	`conf`	SCI: Subspace Learning Based Counterfactual Inference for Individual Treatment Effect Estimation. CIKM Liuyi Yao, Yaliang Li, Sheng Li, Mengdi Huai, Jing Gao, Aidong Zhang
2021	J	`jnl`	Tracking Community Consistency in Dynamic Networks: An Influence-Based Approach. IEEE Trans. Knowl. Data Eng. Xiaowei Jia, Xiaoyi Li, Nan Du, Yuan Zhang, Vishrawas Gopalakrishnan, Guangxu Xun, Aidong Zhang
2021	A	`conf`	mmMesh: towards 3D real-time dynamic human mesh construction using millimeter-wave. MobiSys Hongfei Xue, Yan Ju, Chenglin Miao, Yijiang Wang, Shiyang Wang, Aidong Zhang, Lu Su
2020	J	`jnl`	A Survey on Causal Inference. CoRR Liuyi Yao, Zhixuan Chu, Sheng Li, Yaliang Li, Jing Gao, Aidong Zhang
2020	—	`conf`	Analysis of Meta-Learning Approaches for TCGA Pan-cancer Datasets. BIBM Jingyuan Chou, Stefan Bekiranov, Chongzhi Zang, Mengdi Huai, Aidong Zhang
2020	A*	`conf`	Correlation Networks for Extreme Multi-label Text Classification. KDD Guangxu Xun, Kishlay Jha, Jianhui Sun, Aidong Zhang
2020	J	`jnl`	DeepMV: Multi-View Deep Learning for Device-Free Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Hongfei Xue, Wenjun Jiang, Chenglin Miao, Fenglong Ma, Shiyang Wang, Ye Yuan, Shuochao Yao, Aidong Zhang, Lu Su
2020	A*	`conf`	EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks. AAAI Jinduo Liu, Junzhong Ji, Guangxu Xun, Liuyi Yao, Mengdi Huai, Aidong Zhang
2020	—	`conf`	GLIMA: Global and Local Time Series Imputation with Multi-directional Attention Learning. IEEE BigData Qiuling Suo, Weida Zhong, Guangxu Xun, Jianhui Sun, Changyou Chen, Aidong Zhang
2020	—	`conf`	Global Interpretation for Patient Similarity Learning. BIBM Mengdi Huai, Chenglin Miao, Jinduo Liu, Di Wang, Jingyuan Chou, Aidong Zhang
2020	A*	`conf`	HGMF: Heterogeneous Graph-based Fusion for Multimodal Data with Incompleteness. KDD Jiayi Chen, Aidong Zhang
2020	J	`jnl`	Learning Brain Effective Connectivity Network Structure Using Ant Colony Optimization Combining With Voxel Activation Information. IEEE J. Biomed. Health Informatics Jinduo Liu, Junzhong Ji, Xiuqin Jia, Aidong Zhang
2020	J	`jnl`	Learning Distance Metrics from Probabilistic Information. ACM Trans. Knowl. Discov. Data Mengdi Huai, Chenglin Miao, Yaliang Li, Qiuling Suo, Lu Su, Aidong Zhang
2020	A*	`conf`	Malicious Attacks against Deep Reinforcement Learning Interpretations. KDD Mengdi Huai, Jianhui Sun, Renqin Cai, Liuyi Yao, Aidong Zhang
2020	A*	`conf`	Pairwise Learning with Differential Privacy Guarantees. AAAI Mengdi Huai, Di Wang, Chenglin Miao, Jinhui Xu, Aidong Zhang
2020	J	`jnl`	Secure Inter-Domain Forwarding Loop Test in Software Defined Networks. IEEE Trans. Dependable Secur. Comput. Yuan Zhang, Boyu Zhu, Yixin Fang, Suxin Guo, Aidong Zhang, Sheng Zhong
2020	A*	`conf`	TAdaNet: Task-Adaptive Network for Graph-Enriched Meta-Learning. KDD Qiuling Suo, Jingyuan Chou, Weida Zhong, Aidong Zhang
2020	A*	`conf`	Towards Interpretation of Pairwise Learning. AAAI Mengdi Huai, Di Wang, Chenglin Miao, Aidong Zhang
2019	J	`jnl`	A Multi-View Deep Learning Framework for EEG Seizure Detection. IEEE J. Biomed. Health Informatics Ye Yuan, Guangxu Xun, Kebin Jia, Aidong Zhang
2019	J	`jnl`	A hybrid self-attention deep learning framework for multivariate sleep stage classification. BMC Bioinform. Ye Yuan, Kebin Jia, Fenglong Ma, Guangxu Xun, Yaqing Wang, Lu Su, Aidong Zhang
2019	J	`jnl`	A survey on literature based discovery approaches in biomedical domain. J. Biomed. Informatics Vishrawas Gopalakrishnan, Kishlay Jha, Wei Jin, Aidong Zhang
2019	A*	`conf`	ACE: Adaptively Similarity-Preserved Representation Learning for Individual Treatment Effect Estimation. ICDM Liuyi Yao, Sheng Li, Yaliang Li, Mengdi Huai, Jing Gao, Aidong Zhang
2019	A*	`conf`	AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction. AAAI Tianle Ma, Aidong Zhang
2019	J	`jnl`	Artificial bee colony clustering with self-adaptive crossover and stepwise search for brain functional parcellation in fMRI data. Soft Comput. Xuewu Zhao, Junzhong Ji, Aidong Zhang
2019	A	`conf`	DTEC: Distance Transformation Based Early Time Series Classification. SDM Liuyi Yao, Yaliang Li, YeZheng Li, Hengtong Zhang, Mengdi Huai, Jing Gao, Aidong Zhang
2019	J	`jnl`	DWE-Med: Dynamic Word Embeddings for Medical Domain. ACM Trans. Knowl. Discov. Data Kishlay Jha, Guangxu Xun, Vishrawas Gopalakrishnan, Aidong Zhang
2019	A*	`conf`	Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm. IJCAI Mengdi Huai, Hongfei Xue, Chenglin Miao, Liuyi Yao, Lu Su, Changyou Chen, Aidong Zhang
2019	B	`conf`	DeepFusion: A Deep Learning Framework for the Fusion of Heterogeneous Sensory Data. MobiHoc Hongfei Xue, Wenjun Jiang, Chenglin Miao, Ye Yuan, Fenglong Ma, Xin Ma, Yijiang Wang, Shuochao Yao, Wenyao Xu, Aidong Zhang, Lu Su
2019	—	`conf`	Estimating Brain Effective Connectivity in fMRI data by Non-stationary Dynamic Bayesian Networks. BIBM Jinduo Liu, Junzhong Ji, Liuyi Yao, Aidong Zhang
2019	A*	`conf`	Hypothesis Generation From Text Based On Co-Evolution Of Biomedical Concepts. KDD Kishlay Jha, Guangxu Xun, Yaqing Wang, Aidong Zhang
2019	J	`jnl`	Incorporating Biological Knowledge with Factor Graph Neural Network for Interpretable Deep Learning. CoRR Tianle Ma, Aidong Zhang
2019	J	`jnl`	MeSHProbeNet: a self-attentive probe net for MeSH indexing. Bioinform. Guangxu Xun, Kishlay Jha, Ye Yuan, Yaqing Wang, Aidong Zhang
2019	A*	`conf`	Metric Learning on Healthcare Data with Incomplete Modalities. IJCAI Qiuling Suo, Weida Zhong, Fenglong Ma, Ye Yuan, Jing Gao, Aidong Zhang
2019	A*	`conf`	On the Estimation of Treatment Effect with Text Covariates. IJCAI Liuyi Yao, Sheng Li, Yaliang Li, Hongfei Xue, Jing Gao, Aidong Zhang
2019	J	`jnl`	Predicting the associations between microbes and diseases by integrating multiple data sources and path-based HeteSim scores. Neurocomputing Chunyan Fan, Xiujuan Lei, Ling Guo, Aidong Zhang
2019	A*	`conf`	Privacy-aware Synthesizing for Crowdsourced Data. IJCAI Mengdi Huai, Di Wang, Chenglin Miao, Jinhui Xu, Aidong Zhang
2019	—	`conf`	Recurrent Imputation for Multivariate Time Series with Missing Values. ICHI Qiuling Suo, Liuyi Yao, Guangxu Xun, Jianhui Sun, Aidong Zhang
2019	—	`conf`	Topic Discovery for Biomedical Corpus Using MeSH Embeddings. BHI Guangxu Xun, Kishlay Jha, Ye Yuan, Aidong Zhang
2019	J	`jnl`	Towards Confidence Interval Estimation in Truth Discovery. IEEE Trans. Knowl. Data Eng. Houping Xiao, Jing Gao, Qi Li, Fenglong Ma, Lu Su, Yunlong Feng, Aidong Zhang
2019	J	`jnl`	Wave2Vec: Deep representation learning for clinical temporal data. Neurocomputing Ye Yuan, Guangxu Xun, Qiuling Suo, Kebin Jia, Aidong Zhang
2018	—	`conf`	A novel channel-aware attention framework for multi-channel EEG seizure detection via multi-view deep learning. BHI Ye Yuan, Guangxu Xun, Fenglong Ma, Qiuling Suo, Hongfei Xue, Kebin Jia, Aidong Zhang
2018	J	`jnl`	AffinityNet: semi-supervised few-shot learning for disease type prediction. CoRR Tianle Ma, Aidong Zhang
2018	—	`conf`	An Attention-based Recurrent Neural Networks Framework for Health Data Analysis. SEBD Qiuling Suo, Fenglong Ma, Giovanni Canino, Jing Gao, Aidong Zhang, Agostino Gnasso, Giuseppe Tradigo, Pierangelo Veltri
2018	J	`jnl`	BFO-FMD: bacterial foraging optimization for functional module detection in protein-protein interaction networks. Soft Comput. Cuicui Yang, Junzhong Ji, Aidong Zhang
2018	A*	`conf`	Concepts-Bridges: Uncovering Conceptual Bridges Based on Biomedical Concept Evolution. KDD Kishlay Jha, Guangxu Xun, Yaqing Wang, Vishrawas Gopalakrishnan, Aidong Zhang
2018	—	`conf`	Deep Learning and Networks for Integrative Analysis of Multi-Omic Data. ICCABS Aidong Zhang
2018	—	`ch.`	Flex Transactions. Encyclopedia of Database Systems (2nd ed.) Aidong Zhang, Bharat K. Bhargava
2018	A*	`conf`	Interpretable Word Embeddings for Medical Domain. ICDM Kishlay Jha, Yaqing Wang, Guangxu Xun, Aidong Zhang
2018	A*	`conf`	Metric Learning from Probabilistic Labels. KDD Mengdi Huai, Chenglin Miao, Yaliang Li, Qiuling Suo, Lu Su, Aidong Zhang
2018	A*	`conf`	MuVAN: A Multi-view Attention Network for Multivariate Temporal Data. ICDM Ye Yuan, Guangxu Xun, Fenglong Ma, Yaqing Wang, Nan Du, Kebin Jia, Lu Su, Aidong Zhang
2018	A*	`conf`	Multi-task Sparse Metric Learning for Monitoring Patient Similarity Progression. ICDM Qiuling Suo, Weida Zhong, Fenglong Ma, Ye Yuan, Mengdi Huai, Aidong Zhang
2018	—	`conf`	Multi-view Factorization AutoEncoder with Network Constraints for Multi-omic Integrative Analysis. BIBM Tianle Ma, Aidong Zhang
2018	J	`jnl`	Multi-view Factorization AutoEncoder with Network Constraints for Multi-omic Integrative Analysis. CoRR Tianle Ma, Aidong Zhang
2018	—	`conf`	Multivariate Sleep Stage Classification using Hybrid Self-Attentive Deep Learning Networks. BIBM Ye Yuan, Kebin Jia, Fenglong Ma, Guangxu Xun, Yaqing Wang, Lu Su, Aidong Zhang
2018	A	`conf`	Online Truth Discovery on Time Series Data. SDM Liuyi Yao, Lu Su, Qi Li, Yaliang Li, Fenglong Ma, Jing Gao, Aidong Zhang
2018	J	`jnl`	Predicting essential proteins based on RNA-Seq, subcellular localization and GO annotation datasets. Knowl. Based Syst. Xiujuan Lei, Jie Zhao, Hamido Fujita, Aidong Zhang
2018	A*	`conf`	Representation Learning for Treatment Effect Estimation from Observational Data. NeurIPS Liuyi Yao, Sheng Li, Yaliang Li, Mengdi Huai, Jing Gao, Aidong Zhang
2018	A*	`conf`	Risk Prediction on Electronic Health Records with Prior Medical Knowledge. KDD Fenglong Ma, Jing Gao, Qiuling Suo, Quanzeng You, Jing Zhou, Aidong Zhang
2018	J	`jnl`	Towards self-learning based hypotheses generation in biomedical text domain. Bioinform. Vishrawas Gopalakrishnan, Kishlay Jha, Guangxu Xun, Hung Q. Ngo, Aidong Zhang
2018	A	`conf`	Uncorrelated Patient Similarity Learning. SDM Mengdi Huai, Chenglin Miao, Qiuling Suo, Yaliang Li, Jing Gao, Aidong Zhang
2017	A*	`conf`	A Correlated Topic Model Using Word Embeddings. IJCAI Guangxu Xun, Yaliang Li, Wayne Xin Zhao, Jing Gao, Aidong Zhang
2017	Misc	`conf`	A Multi-task Framework for Monitoring Health Conditions via Attention-based Recurrent Neural Networks. AMIA Qiuling Suo, Fenglong Ma, Giovanni Canino, Jing Gao, Aidong Zhang, Pierangelo Veltri, Agostino Gnasso
2017	—	`conf`	A Multi-view Deep Learning Method for Epileptic Seizure Detection using Short-time Fourier Transform. BCB Ye Yuan, Guangxu Xun, Kebin Jia, Aidong Zhang
2017	J	`jnl`	A Survey on Context Learning. IEEE Trans. Knowl. Data Eng. Guangxu Xun, Xiaowei Jia, Vishrawas Gopalakrishnan, Aidong Zhang
2017	—	`conf`	A novel wavelet-based model for EEG epileptic seizure detection using multi-context learning. BIBM Ye Yuan, Guangxu Xun, Kebin Jia, Aidong Zhang
2017	—	`conf`	Augmenting word embeddings through external knowledge-base for biomedical application. IEEE BigData Kishlay Jha, Guangxu Xun, Vishrawas Gopalakrishnan, Aidong Zhang
2017	A*	`conf`	Collaboratively Improving Topic Discovery and Word Embeddings by Coordinating Global and Local Contexts. KDD Guangxu Xun, Yaliang Li, Jing Gao, Aidong Zhang
2017	A*	`conf`	Generating Medical Hypotheses Based on Evolutionary Medical Concepts. ICDM Guangxu Xun, Kishlay Jha, Vishrawas Gopalakrishnan, Yaliang Li, Aidong Zhang
2017	—	`conf`	Integrate multi-omic data using affinity network fusion (ANF) for cancer patient clustering. BIBM Tianle Ma, Aidong Zhang
2017	J	`jnl`	Omics Informatics: From Scattered Individual Software Tools to Integrated Workflow Management Systems. IEEE ACM Trans. Comput. Biol. Bioinform. Tianle Ma, Aidong Zhang
2017	J	`jnl`	On the Analysis of Diseases and Their Related Geographical Data. IEEE J. Biomed. Health Informatics Giovanni Canino, Pietro Hiram Guzzi, Giuseppe Tradigo, Aidong Zhang, Pierangelo Veltri
2017	—	`conf`	Personalized disease prediction using a CNN-based similarity learning method. BIBM Qiuling Suo, Fenglong Ma, Ye Yuan, Mengdi Huai, Weida Zhong, Aidong Zhang, Jing Gao
2017	A*	`conf`	Unsupervised Discovery of Drug Side-Effects from Heterogeneous Data Sources. KDD Fenglong Ma, Chuishi Meng, Houping Xiao, Qi Li, Jing Gao, Lu Su, Aidong Zhang
2017	A*	`conf`	Wave2Vec: Learning Deep Representations for Biosignals. ICDM Ye Yuan, Guangxu Xun, Qiuling Suo, Kebin Jia, Aidong Zhang
2016	—	`conf`	A framework for robust differential network modular structure discovery from RNA-seq data. BIBM Tianle Ma, Aidong Zhang
2016	—	`conf`	An ant colony optimization algorithm for learning brain effective connectivity network from fMRI data. BIBM Jinduo Liu, Junzhong Ji, Aidong Zhang, Peipeng Liang
2016	—	`conf`	Bacterial biological mechanisms for functional module detection in PPI networks. BIBM Cuicui Yang, Junzhong Ji, Aidong Zhang
2016	B	`conf`	Collaborative restricted Boltzmann machine for social event recommendation. ASONAM Xiaowei Jia, Xiaoyi Li, Kang Li, Vishrawas Gopalakrishnan, Guangxu Xun, Aidong Zhang
2016	J	`jnl`	Detecting Functional Modules Based on a Multiple-Grain Model in Large-Scale Protein-Protein Interaction Networks. IEEE ACM Trans. Comput. Biol. Bioinform. Junzhong Ji, Jia Wei Lv, Cuicui Yang, Aidong Zhang
2016	J	`jnl`	Detecting epileptic seizures with electroencephalogram via a context-learning model. BMC Medical Informatics Decis. Mak. Guangxu Xun, Xiaowei Jia, Aidong Zhang
2016	—	`conf`	Feature Selection Model for Diagnosis, Electronic Medical Records and Geographical Data Correlation. BCB Giovanni Canino, Qiuling Suo, Pietro Hiram Guzzi, Giuseppe Tradigo, Aidong Zhang, Pierangelo Veltri
2016	J	`jnl`	Identification of dynamic protein complexes based on fruit fly optimization algorithm. Knowl. Based Syst. Xiujuan Lei, Yulian Ding, Hamido Fujita, Aidong Zhang
2016	B	`conf`	Influence based analysis of community consistency in dynamic networks. ASONAM Xiaowei Jia, Xiaoyi Li, Nan Du, Yuan Zhang, Vishrawas Gopalakrishnan, Guangxu Xun, Aidong Zhang
2016	—	`conf`	Mining protein complexes based on topology potential from weighted dynamic PPI network. BIBM Xiujuan Lei, Yuchen Zhang, Fang-Xiang Wu, Aidong Zhang
2016	J	`jnl`	Protein complex identification through Markov clustering with firefly algorithm on dynamic protein-protein interaction networks. Inf. Sci. Xiujuan Lei, Fei Wang, Fang-Xiang Wu, Aidong Zhang, Witold Pedrycz
2016	—	`conf`	Risk Factor Analysis Based on Deep Learning Models. BCB Qiuling Suo, Hongfei Xue, Jing Gao, Aidong Zhang
2016	A*	`conf`	Topic Discovery for Short Texts Using Word Embeddings. ICDM Guangxu Xun, Vishrawas Gopalakrishnan, Fenglong Ma, Yaliang Li, Jing Gao, Aidong Zhang
2016	A*	`conf`	Towards Confidence in the Truth: A Bootstrapping based Truth Discovery Approach. KDD Houping Xiao, Jing Gao, Qi Li, Fenglong Ma, Lu Su, Yunlong Feng, Aidong Zhang
2015	J	`jnl`	A Similarity-Based Concepts Mapping Method between Ontologies. IEICE Trans. Inf. Syst. Jie Liu, Linlin Qin, Jing Gao, Aidong Zhang
2015	J	`jnl`	A graph-based integrative method of detecting consistent protein functional modules from multiple data sources. Int. J. Data Min. Bioinform. Yuan Zhang, Yue Cheng, Liang Ge, Nan Du, Kebin Jia, Aidong Zhang
2015	J	`jnl`	ACC-FMD: ant colony clustering for functional module detection in protein-protein interaction networks. Int. J. Data Min. Bioinform. Junzhong Ji, Hongxin Liu, Aidong Zhang, Zhijun Liu, Chunnian Liu
2015	—	`conf`	Bone disease prediction and phenotype discovery using feature representation over electronic health records. BCB Hui Li, Xiaoyi Li, Xiaowei Jia, Murali Ramanathan, Aidong Zhang
2015	—	`conf`	Context-learning based electroencephalogram analysis for epileptic seizure detection. BIBM Guangxu Xun, Xiaowei Jia, Aidong Zhang
2015	A*	`conf`	DRN: Bringing Greedy Layer-Wise Training into Time Dimension. ICDM Xiaoyi Li, Xiaowei Jia, Hui Li, Houping Xiao, Jing Gao, Aidong Zhang
2015	A	`conf`	Functional Node Detection on Linked Data. SDM Kang Li, Jing Gao, Suxin Guo, Nan Du, Aidong Zhang
2015	J	`jnl`	Identifying Affinity Classes of Inorganic Materials Binding Sequences via a Graph-Based Model. IEEE ACM Trans. Comput. Biol. Bioinform. Nan Du, Marc R. Knecht, Mark T. Swihart, Zhenghua Tang, Tiffany R. Walsh, Aidong Zhang
2015	—	`conf`	Identifying inorganic material affinity classes for peptide sequences based on context learning. BIBM Guangxu Xun, Xiaoyi Li, Marc R. Knecht, Paras N. Prasad, Mark T. Swihart, Tiffany R. Walsh, Aidong Zhang
2015	—	`conf`	Improving EEG feature learning via synchronized facial video. IEEE BigData Xiaoyi Li, Xiaowei Jia, Guangxu Xun, Aidong Zhang
2015	—	`conf`	MESS: A Multilingual Error based String Similarity measure for transliterated name variants. FIRE Nikhil Londhe, Vishrawas Gopalakrishnan, Rohini K. Srihari, Aidong Zhang
2015	—	`conf`	Multi-modal learning for video recommendation based on mobile application usage. IEEE BigData Xiaowei Jia, Aosen Wang, Xiaoyi Li, Guangxu Xun, Wenyao Xu, Aidong Zhang
2015	J	`jnl`	Prediction and Informative Risk Factor Selection of Bone Diseases. IEEE ACM Trans. Comput. Biol. Bioinform. Hui Li, Xiaoyi Li, Murali Ramanathan, Aidong Zhang
2015	B	`conf`	Significant Edge Detection in Target Network by Exploring Multiple Auxiliary Networks. ASONAM Nan Du, Jing Gao, Liang Ge, Vishrawas Gopalakrishnan, Xiaowei Jia, Kang Li, Aidong Zhang
2015	J	`jnl`	Tracking Temporal Community Strength in Dynamic Networks. IEEE Trans. Knowl. Data Eng. Nan Du, Xiaowei Jia, Jing Gao, Vishrawas Gopalakrishnan, Aidong Zhang
2014	A	`conf`	A Deep Learning Approach to Link Prediction in Dynamic Networks. SDM Xiaoyi Li, Nan Du, Hui Li, Kang Li, Jing Gao, Aidong Zhang
2014	C	`conf`	A Novel Semi-Supervised Deep Learning Framework for Affective State Recognition on EEG Signals. BIBE Xiaowei Jia, Kang Li, Xiaoyi Li, Aidong Zhang
2014	—	`conf`	A system for geoanalysis of clinical and geographical data. HealthGIS Giovanni Canino, Pietro Hiram Guzzi, Giuseppe Tradigo, Aidong Zhang, Pierangelo Veltri
2014	A	`conf`	Analysis on Community Variational Trend in Dynamic Networks. CIKM Xiaowei Jia, Nan Du, Jing Gao, Aidong Zhang
2014	—	`conf`	Detecting functional modules in dynamic protein-protein interaction networks using Markov Clustering and Firefly Algorithm. BIBM Xiujuan Lei, Fang-Xiang Wu, Fei Wang, Aidong Zhang
2014	A*	`conf`	LRBM: A Restricted Boltzmann Machine Based Approach for Representation Learning on Linked Data. ICDM Kang Li, Jing Gao, Suxin Guo, Nan Du, Xiaoyi Li, Aidong Zhang
2014	J	`jnl`	MAE-FMD: Multi-agent evolutionary method for functional module detection in protein-protein interaction networks. BMC Bioinform. Junzhong Ji, Lang Jiao, Cuicui Yang, Jia Wei Lv, Aidong Zhang
2014	J	`jnl`	Matching Titles with Cross Title Web-Search Enrichment and Community Detection. Proc. VLDB Endow. Nikhil Londhe, Vishrawas Gopalakrishnan, Aidong Zhang, Hung Q. Ngo, Rohini K. Srihari
2014	J	`jnl`	On handling negative transfer and imbalanced distributions in multiple source transfer learning. Stat. Anal. Data Min. Liang Ge, Jing Gao, Hung Q. Ngo, Kang Li, Aidong Zhang
2014	C	`conf`	Privacy Preserving Calculation of Fisher Criterion Score for Informative Gene Selection. BIBE Suxin Guo, Sheng Zhong, Aidong Zhang
2014	J	`jnl`	Survey: Functional Module Detection from Protein-Protein Interaction Networks. IEEE Trans. Knowl. Data Eng. Junzhong Ji, Aidong Zhang, Chunnian Liu, Xiaomei Quan, Zhijun Liu
2013	—	`conf`	A Framework for Identifying Affinity Classes of Inorganic Materials Binding Peptide Sequences. BCB Nan Du, Marc R. Knecht, Paras N. Prasad, Mark T. Swihart, Tiffany R. Walsh, Aidong Zhang
2013	—	`conf`	A Privacy Preserving Markov Model for Sequence Classification. BCB Suxin Guo, Sheng Zhong, Aidong Zhang
2013	—	`conf`	A Semi-Supervised Learning Approach to Integrated Salient Risk Features for Bone Diseases. BCB Hui Li, Xiaoyi Li, Murali Ramanathan, Aidong Zhang
2013	—	`conf`	A generative framework for prediction and informative risk factor selection of bone diseases. BIBM Hui Li, Xiaoyi Li, Yuan Zhang, Murali Ramanathan, Aidong Zhang
2013	—	`conf`	Affective state recognition from EEG with deep belief networks. BIBM Kang Li, Xiaoyi Li, Yuan Zhang, Aidong Zhang
2013	—	`conf`	An Ensemble Model for Mobile Device based Arrhythmia Detection. BCB Kang Li, Suxin Guo, Jing Gao, Aidong Zhang
2013	J	`jnl`	BoneNET: a network model of bone microstructure and dynamics. Int. J. Data Min. Bioinform. Taehyong Kim, Lawrence Bone, Murali Ramanathan, Aidong Zhang
2013	—	`conf`	Critical protein detection in dynamic PPI networks with multi-source integrated deep belief nets. BIBM Yuan Zhang, Nan Du, Kang Li, Jinchao Feng, Kebin Jia, Aidong Zhang
2013	—	`conf`	Detecting mutual functional gene clusters from multiple related diseases. BIBM Nan Du, Xiaoyi Li, Yuan Zhang, Aidong Zhang
2013	J	`jnl`	HAM-FMD: Mining functional modules in protein-protein interaction networks using ant colony optimization and multi-agent evolution. Neurocomputing Junzhong Ji, Zhijun Liu, Aidong Zhang, Cuicui Yang, Chunnian Liu
2013	A*	`conf`	Learning, Analyzing and Predicting Object Roles on Dynamic Networks. ICDM Kang Li, Suxin Guo, Nan Du, Jing Gao, Aidong Zhang
2013	A*	`conf`	Multi-source deep learning for information trustworthiness estimation. KDD Liang Ge, Jing Gao, Xiaoyi Li, Aidong Zhang
2013	A	`conf`	OMS-TL: a framework of online multiple source transfer learning. CIKM Liang Ge, Jing Gao, Aidong Zhang
2013	A	`conf`	On Handling Negative Transfer and Imbalanced Distributions in Multiple Source Transfer Learning. SDM Jing Gao, Liang Ge, Kang Li, Hung Q. Ngo, Aidong Zhang
2013	J	`jnl`	Privacy-preserving Kruskal-Wallis test. Comput. Methods Programs Biomed. Suxin Guo, Sheng Zhong, Aidong Zhang
2013	A*	`conf`	Progression Analysis of Community Strengths in Dynamic Networks. ICDM Nan Du, Jing Gao, Aidong Zhang
2013	J	`jnl`	The clustering model and algorithm of PPI network based on propagating mechanism of artificial bee colony. Inf. Sci. Xiujuan Lei, Jianfang Tian, Liang Ge, Aidong Zhang
2012	—	`conf`	3D bone microarchitecture modeling and fracture risk prediction. BCB Hui Li, Cathy Buyea, Xiaoyi Li, Murali Ramanathan, Lawrence Bone, Aidong Zhang
2012	—	`conf`	A collective NMF method for detecting protein functional module from multiple data sources. BCB Yuan Zhang, Nan Du, Liang Ge, Kebin Jia, Aidong Zhang
2012	—	`conf`	A graph-based cluster ensemble method to detect protein functional modules from multiple information sources. BCB Yuan Zhang, Liang Ge, Nan Du, Guoqiang Fan, Kebin Jia, Aidong Zhang
2012	—	`conf`	A link prediction based unsupervised rank aggregation algorithm for informative gene selection. BIBM Kang Li, Nan Du, Aidong Zhang
2012	J	`jnl`	Algorithms for Efficient Mining of Statistically Significant Attribute Association Information CoRR Pritam Chanda, Aidong Zhang, Murali Ramanathan
2012	—	`conf`	Ant Colony Optimization with Multi-Agent Evolution for Detecting Functional Modules in Protein-Protein Interaction Networks. ICICA (LNCS) Junzhong Ji, Zhijun Liu, Aidong Zhang, Lang Jiao, Chunnian Liu
2012	J	`jnl`	Clustering PPI data based on Improved functional-flow model through Quantum-behaved PSO. Int. J. Data Min. Bioinform. Xiujuan Lei, Xu Huang, Lei Shi, Aidong Zhang
2012	—	`conf`	De-noise biological network from heterogeneous sources via link propagation. BIBM Nan Du, Jing Gao, Vishrawas Gopalakrishnan, Aidong Zhang
2012	—	`conf`	Detecting ECG abnormalities via transductive transfer learning. BCB Kang Li, Nan Du, Aidong Zhang
2012	A*	`conf`	Estimating Local Information Trustworthiness via Multi-source Joint Matrix Factorization. ICDM Liang Ge, Jing Gao, Xiao Yu, Wei Fan, Aidong Zhang
2012	—	`conf`	Evolutionary analysis of functional modules in dynamic PPI networks. BCB Nan Du, Yuan Zhang, Kang Li, Jing Gao, Supriya D. Mahajan, Bindukumar B. Nair, Stanley A. Schwartz, Aidong Zhang
2012	—	`conf`	Finding informative genes for prostate cancer: a general framework of integrating heterogeneous sources. BCB Liang Ge, Jing Gao, Nan Du, Aidong Zhang
2012	—	`conf`	Improved Ant Colony Optimization for Detecting Functional Modules in Protein-Protein Interaction Networks. ICICA (2) Junzhong Ji, Zhijun Liu, Aidong Zhang, Lang Jiao, Chunnian Liu
2012	A	`conf`	Pseudo Cold Start Link Prediction with Multiple Sources in Social Networks. SDM Liang Ge, Aidong Zhang
2012	—	`conf`	Spatial modeling of bone microarchitecture. Three-Dimensional Image Processing (3DIP) and Applications Hui Li, Kang Li, Taehyong Kim, Aidong Zhang, Murali Ramanathan
2011	J	`jnl`	A Computational Model of Mitigating Disease Spread in Spatial Networks. Int. J. Artif. Life Res. Taehyong Kim, Kang Li, Aidong Zhang, Surajit Sen, Murali Ramanathan
2011	—	`conf`	An ACO based functional module detection algorithm for protein interaction networks. BCB Lei Shi, Aidong Zhang
2011	—	`conf`	Clustering PPI Data Based on Bacteria Foraging Optimization Algorithm. BIBM Xiujuan Lei, Shuang Wu, Liang Ge, Aidong Zhang
2011	—	`conf`	Finding Informative Genes from Multiple Microarray Experiments: A Graph-based Consensus Maximization Model. BIBM Liang Ge, Nan Du, Aidong Zhang
2011	—	`conf`	Gene Co-Adaboost: a semi-supervised approach for classifying gene expression data. BCB Nan Du, Kang Li, Supriya D. Mahajan, Stanley A. Schwartz, Bindukumar B. Nair, Chiu Bin Hsiao, Aidong Zhang
2011	—	`conf`	Mathematical network model for bone mineral density (BMD) and bone quality assessment. BCB Taehyong Kim, Murali Ramanathan, Lawrence Bone, Aidong Zhang
2010	—	`conf`	A graph-based approach for computational model of bone microstructure. BCB Taehyong Kim, Murali Ramanathan, Aidong Zhang
2010	Misc	`conf`	An improved projection pursuit clustering model and its application based on Quantum-behaved PSO. ICNC Qun Zhang, Xiujuan Lei, Xu Huang, Aidong Zhang
2010	C	`conf`	Computational Framework for Microstructural Bone Dynamics Model and Its Evaluation. BIBE Taehyong Kim, Woochang Hwang, Aidong Zhang, Murali Ramanathan
2010	C	`conf`	Functional Flow Simulation Based Analysis of Protein Interaction Network. BIBE Lei Shi, Young-Rae Cho, Aidong Zhang
2010	—	`ch.`	Functional Influence-Based Approach to Identify Overlapping Modules in Biological Networks. Link Mining Young-Rae Cho, Aidong Zhang
2010	—	`conf`	Identification of critical location on a microstructural bone network. BIBM Taehyong Kim, Jaehan Koh, Kang Li, Murali Ramanathan, Aidong Zhang
2010	J	`jnl`	Identification of functional hubs and modules by converting interactome networks into hierarchical ordering of proteins. BMC Bioinform. Young-Rae Cho, Aidong Zhang
2010	—	`conf`	Improved artificial bee colony algorithm and its application in data clustering. BIC-TA Xiujuan Lei, Xu Huang, Aidong Zhang
2010	J	`jnl`	Mining Protein Interactome Networks to Measure Interaction Reliability and Select Hub Proteins. Int. J. Knowl. Discov. Bioinform. Young-Rae Cho, Aidong Zhang
2010	A	`conf`	On Mining Statistically Significant Attribute Association Information. SDM Pritam Chanda, Jianmei Yang, Aidong Zhang, Murali Ramanathan
2010	J	`jnl`	Predicting protein function by frequent functional association pattern mining in protein interaction networks. IEEE Trans. Inf. Technol. Biomed. Young-Rae Cho, Aidong Zhang
2010	—	`conf`	Semi-supervised learning protein complexes from protein interaction networks. BIBM Lei Shi, Aidong Zhang
2009	—	`conf`	ANN Based Protein Function Prediction Using Integrated Protein-Protein Interaction Data. IJCBS Lei Shi, Young-Rae Cho, Aidong Zhang
2009	—	`ch.`	Flex Transactions. Encyclopedia of Database Systems Aidong Zhang, Bharat K. Bhargava
2009	—	`conf`	Mining of Attribute Interactions Using Information Theoretic Metrics. ICDM Workshops Pritam Chanda, Young-Rae Cho, Aidong Zhang, Murali Ramanathan
2009	—	`conf`	Restructuring Protein Interaction Networks to Reveal Structural Hubs and Functional Organizations. BIBM Young-Rae Cho, Aidong Zhang
2009	J	`jnl`	Semantic similarity based feature extraction from microarray expression data. Int. J. Data Min. Bioinform. Young-Rae Cho, Aidong Zhang, Xian Xu
2009	A*	`conf`	flowNet: Flow-Based Approach for Efficient Analysis of Complex Biological Networks. ICDM Young-Rae Cho, Lei Shi, Aidong Zhang
2008	C	`conf`	A novel information theoretic method for detecting gene-gene and gene-environment interactions in complex diseases. BIBE Pritam Chanda, Aidong Zhang, M. Ramanthan
2008	J	`jnl`	A probabilistic framework to predict protein function from interaction data integrated with semantic knowledge. BMC Bioinform. Young-Rae Cho, Lei Shi, Murali Ramanathan, Aidong Zhang
2008	A*	`conf`	Bridging centrality: graph mining from element level to group level. KDD Woochang Hwang, Taehyong Kim, Murali Ramanathan, Aidong Zhang
2008	J	`jnl`	CASCADE: a novel quasi all paths-based network analysis algorithm for clustering biological interactions. BMC Bioinform. Woochang Hwang, Young-Rae Cho, Aidong Zhang, Murali Ramanathan
2008	—	`conf`	Discovering Frequent Patterns of Functional Associations in Protein Interaction Networks for Function Prediction. BIBM Young-Rae Cho, Aidong Zhang
2008	J	`jnl`	Functional module detection by functional flow pattern mining in protein interaction networks. BMC Bioinform. Young-Rae Cho, Lei Shi, Aidong Zhang
2008	—	`conf`	Future directions in multimedia retrieval: : impact of new technology. CIVR Aidong Zhang, Shih-Fu Chang, Arif Ghafoor, Thomas S. Huang, Ramesh C. Jain, Rainer Lienhart
2008	—	`conf`	Multi-agent Model Analysis of the Containment Strategy for Avian Influenza (AI) in South Korea. BIBM Taehyong Kim, Woochang Hwang, Aidong Zhang, Surajit Sen, Murali Ramanathan
2008	—	`conf`	SS-ClusterTree: a subspace clustering based indexing algorithm over high-dimensional image features. CIVR Hongli Xu, Dantong Yu, De Xu, Aidong Zhang
2007	—	`conf`	Assessing Reliability of Protein-Protein Interactions by Semantic Data Integration. ICDM Workshops Young-Rae Cho, Woochang Hwang, Aidong Zhang
2007	C	`conf`	Feature Extraction from Microarray Expression Data by Integration of Semantic Knowledge. ICMLA Young-Rae Cho, Xian Xu, Woochang Hwang, Aidong Zhang
2007	J	`jnl`	Mining gene-sample-time microarray data: a coherent gene cluster discovery approach. Knowl. Inf. Syst. Daxin Jiang, Jian Pei, Murali Ramanathan, Chuan Lin, Chun Tang, Aidong Zhang
2007	C	`conf`	Modularization of Protein Interaction Networks by Incorporating Gene Ontology Annotations. CIBCB Young-Rae Cho, Woochang Hwang, Aidong Zhang
2007	C	`conf`	Optimizing Flow-based Modularization by Iterative Centroid Search in Protein Interaction Networks. BIBE Young-Rae Cho, Woochang Hwang, Aidong Zhang
2007	C	`conf`	SIGN: reliable protein interaction identification by integrating the Similarity In GO and the similarity in protein interaction Networks. BIBE Woochang Hwang, Taehyong Kim, Young-Rae Cho, Aidong Zhang, Murali Ramanathan
2007	J	`jnl`	Semantic integration to identify overlapping functional modules in protein interaction networks. BMC Bioinform. Young-Rae Cho, Woochang Hwang, Murali Ramanathan, Aidong Zhang
2006	J	`jnl`	A novel functional module detection algorithm for protein-protein interaction networks. Algorithms Mol. Biol. Woochang Hwang, Young-Rae Cho, Aidong Zhang, Murali Ramanathan
2006	—	`book`	Advanced Analysis of Gene Expression Microarray Data Aidong Zhang
2006	Misc	`conf`	Boost Feature Subset Selection: A New Gene Selection Algorithm for Microarray Dataset. International Conference on Computational Science (2) Xian Xu, Aidong Zhang
2006	—	`conf`	Digitalization of coastal management and decision making supported by multi-dimensional geospatial information and analysis. DG.O Ron Li, Keith W. Bedford, C. K. Shum, Xutong Niu, Feng Zhou, Vasilia Velissariou, J. Raul Ramirez, Aidong Zhang
2006	C	`conf`	Efficient Modularization of Weighted Protein Interaction Networks using k-Hop Graph Reduction. BIBE Young-Rae Cho, Woochang Hwang, Aidong Zhang
2006	J	`jnl`	Extracting semantic concepts from images: a decisive feature pattern mining approach. Multim. Syst. Wei Wang, Aidong Zhang
2006	—	`conf`	Identification of Overlapping Functional Modules in Protein Interaction Networks: Information Flow-based Approach. ICDM Workshops Young-Rae Cho, Woochang Hwang, Aidong Zhang
2006	C	`conf`	Prediction of Protein Function Using Common-Neighbors in Protein-Protein Interaction Networks. BIBE Chuan Lin, Daxin Jiang, Aidong Zhang
2006	Misc	`conf`	Towards Detecting Protein Complexes from Protein Interaction Data. International Conference on Computational Science (2) Pengjun Pei, Aidong Zhang
2006	J	`jnl`	VizStruct for visualization of genome-wide SNP analyses. Bioinform. Kavitha Bhasi, Li Zhang, Daniel Brazeau, Aidong Zhang, Murali Ramanathan
2005	B	`conf`	A General Approach to Mining Quality Pattern-Based Clusters from Microarray Data. DASFAA Daxin Jiang, Jian Pei, Aidong Zhang
2005	J	`jnl`	A Shrinking-Based Clustering Approach for Multidimensional Data. IEEE Trans. Knowl. Data Eng. Yong Shi, Yuqing Song, Aidong Zhang
2005	—	`conf`	A Topological Measurement for Weighted Protein Interaction Network. CSB Pengjun Pei, Aidong Zhang
2005	C	`conf`	A Two-Step Approach for Clustering Proteins Based on Protein Interaction Profile. BIBE Pengjun Pei, Aidong Zhang
2005	J	`jnl`	An Interactive Approach to Mining Gene Expression Data. IEEE Trans. Knowl. Data Eng. Daxin Jiang, Jian Pei, Aidong Zhang
2005	J	`jnl`	BioStar models of clinical and genomic data for biomedical data warehouse design. Int. J. Bioinform. Res. Appl. Liangjiang Wang, Aidong Zhang, Murali Ramanathan
2005	—	`conf`	Digitalization of coastal management and decision making supported by multi-dimensional geospatial information and analysis. DG.O Ron Li, Keith W. Bedford, C. K. Shum, Xutong Niu, Feng Zhou, Vasilia Velissariou, J. Raul Ramirez, Aidong Zhang
2005	A*	`conf`	Exploiting anarchy in networks: a game-theoretic approach to combining fairness and throughput. INFOCOM Sreenivas Gollapudi, D. Sivakumar, Aidong Zhang
2005	—	`conf`	Integration of multidimensional geospatial information for coastal management and decision-making. DG.O Ron Li, Keith W. Bedford, C. K. Shum, Xutong Niu, Feng Zhou, Vasilia Velissariou, J. Raul Ramirez, Aidong Zhang
2005	J	`jnl`	Interrelated Two-Way Clustering and its Application on Gene Expression Data. Int. J. Artif. Intell. Tools Chun Tang, Aidong Zhang
2005	A*	`conf`	Mining Cross-Graph Quasi-Cliques in Gene Expression and Protein Interaction Data. ICDE Jian Pei, Daxin Jiang, Aidong Zhang
2005	A*	`conf`	On mining cross-graph quasi-cliques. KDD Jian Pei, Daxin Jiang, Aidong Zhang
2005	J	`jnl`	SynchRuler: A Rule-Based Flexible Synchronization Model with Model Checking. IEEE Trans. Knowl. Data Eng. Ramazan Savas Aygün, Aidong Zhang
2005	A*	`conf`	Towards Exploring Interactive Relationship between Clusters and Outliers in Multi-Dimensional Data Analysis. ICDE Yong Shi, Aidong Zhang
2005	Misc	`conf`	Virtual Gene: A Gene Selection Algorithm for Sample Classification on Microarray Datasets. International Conference on Computational Science (2) Xian Xu, Aidong Zhang
2005	J	`jnl`	Virtual Gene: Using Correlations Between Genes to Select Informative Genes on Microarray Datasets. Trans. Comp. Sys. Biology Xian Xu, Aidong Zhang
2004	B	`conf`	A Shrinking-Based Dimension Reduction Approach for Multi-Dimensional Data Analysis. SSDBM Yong Shi, Aidong Zhang
2004	A*	`conf`	An Adaptive Density-Based Clustering Algorithm for Spatial Database with Noise. ICDM Daoying Ma, Aidong Zhang
2004	J	`jnl`	Cluster Analysis for Gene Expression Data: A Survey. IEEE Trans. Knowl. Data Eng. Daxin Jiang, Chun Tang, Aidong Zhang
2004	—	`conf`	Digitalization of Coastal Management and Decision Making Supported by Multi-Dimensional Geospatial Information and Analysis. DG.O Rongxing (Ron) Li, Keith W. Bedford, C. K. Shum, J. Raul Ramirez, Aidong Zhang
2004	J	`jnl`	ESPD: a pattern detection model underlying gene expression profiles. Bioinform. Chun Tang, Aidong Zhang, Murali Ramanathan
2004	—	`conf`	Feature Selection for Classifying High-Dimensional Numerical Data. CVPR (2) Yimin Wu, Aidong Zhang
2004	A*	`conf`	GPX: Interactive Mining of Gene Expression Data. VLDB Daxin Jiang, Jian Pei, Aidong Zhang
2004	A	`conf`	Integrating virtual camera controls into digital video. ICME Ramazan Savas Aygün, Aidong Zhang
2004	J	`jnl`	Interactive pattern analysis for relevance feedback in multimedia information retrieval. Multim. Syst. Yimin Wu, Aidong Zhang
2004	A*	`conf`	Mining coherent gene clusters from gene-sample-time microarray data. KDD Daxin Jiang, Jian Pei, Murali Ramanathan, Chun Tang, Aidong Zhang
2004	A	`conf`	PatternQuest: learning patterns of interest using relevance feedback in multimedia information retrieval. ICME Yimin Wu, Aidong Zhang
2004	—	`conf`	Spatial Technologies for Coastal Management. DG.O Xutong Niu, Xian Xu, Alok Srivastava, Chung-yen Kuo, Vasilia Velissariou, Ron Li, Keith W. Bedford, C. K. Shum, J. Raul Ramirez, Aidong Zhang
2004	A	`conf`	Sprite pyramid for videos and images having finite-depth scenes. ICME Ramazan Savas Aygün, Aidong Zhang
2004	—	`conf`	Very Large Scale Multidimensional Data Management and Retrieval for USGS and NIMA Imagery. DG.O Aidong Zhang, Wei Wang, David M. Mark
2004	J	`jnl`	VizStruct: exploratory visualization for gene expression profiling. Bioinform. Li Zhang, Aidong Zhang, Murali Ramanathan
2003	A*	`conf`	A Shrinking-Based Approach for Multi-Dimensional Data Analysis. VLDB Yong Shi, Yuqing Song, Aidong Zhang
2003	—	`conf`	A Spatio-Temporal Decision Making System for Coastal Change Monitoring and Coastal Management. DG.O Ruijin Ma, Tarig Ali, Xutong Niu, Vasilia Velissariou, Kai-chien (Kevin) Cheng, Chung-yen Kuo, Xian Xu, Ahmed Elaksher, Ron Li, Keith W. Bedford, C. K. Shum, J. Raul Ramirez, Aidong Zhang
2003	—	`conf`	Adaptive Pattern Discovery for Interactive Multimedia Retrieval. CVPR (2) Yimin Wu, Aidong Zhang
2003	A	`conf`	An adaptive classification method for multimedia retrieval. ICME Yimin Wu, Aidong Zhang
2003	J	`jnl`	Analyzing scenery images by monotonic tree. Multim. Syst. Yuqing Song, Aidong Zhang
2003	J	`jnl`	Automatic Annotation and Retrieval of Images. World Wide Web Yuqing Song, Wei Wang, Aidong Zhang
2003	J	`jnl`	ClusterTree: Integration of Cluster Representation and Nearest-Neighbor Search for Large Data Sets with High Dimensions. IEEE Trans. Knowl. Data Eng. Dantong Yu, Aidong Zhang
2003	C	`conf`	DHC: A Density-Based Hierarchical Clustering Method for Time Series Gene Expression Dat. BIBE Daxin Jiang, Jian Pei, Aidong Zhang
2003	—	`conf`	Enhanced visualization of time series through higher fourier harmonics. BIOKDD Li Zhang, Aidong Zhang, Murali Ramanathan
2003	—	`conf`	Fourier Harmonic Approach for Visualizing Temporal Patterns of Gene Expression Data. CSB Li Zhang, Aidong Zhang, Murali Ramanathan
2003	A	`conf`	Identification of objects from image regions. ICME Wei Wang, Aidong Zhang, Yuqing Song
2003	—	`conf`	Integration of Multi-Source Spatial Information for Coastal Management and Decision Making. DG.O Ron Li, Keith W. Bedford, C. K. Shum, J. Raul Ramirez, Aidong Zhang
2003	A*	`conf`	Interactive exploration of coherent patterns in time-series gene expression data. KDD Daxin Jiang, Jian Pei, Aidong Zhang
2003	—	`ch.`	Interrelated Clustering: An Approach for Gene Expression Data Analysis. Computational Biology and Genome Informatics Chun Tang, Li Zhang, Aidong Zhang, Murali Ramanathan
2003	J	`jnl`	Introduction to the Special Issue on Content-Based Image Retrieval (CBIR) Guest Editors. Multim. Syst. Aidong Zhang, HongJiang Zhang
2003	A	`conf`	Mining multiple phenotype structures underlying gene expression profiles. CIKM Chun Tang, Aidong Zhang
2003	A*	`conf`	Mining phenotypes and informative genes from gene expression data. KDD Chun Tang, Aidong Zhang, Jian Pei
2003	—	`conf`	SemView: A Semantic-sensitive Distributed Image Retrieval System. DG.O Wei Wang, Yimin Wu, Aidong Zhang
2003	J	`jnl`	Towards interactive exploration of gene expression patterns. SIGKDD Explor. Daxin Jiang, Jian Pei, Aidong Zhang
2003	J	`jnl`	VizCluster and its Application on Classifying Gene Expression Data. Distributed Parallel Databases Li Zhang, Chun Tang, Yuqing Song, Aidong Zhang, Murali Ramanathan
2002	—	`conf`	A feature re-weighting approach for relevance feedback in image retrieval. ICIP (2) Yimin Wu, Aidong Zhang
2002	J	`jnl`	A method for measuring the complexity of image databases. IEEE Trans. Multim. Aibing Rao, Rohini K. Srihari, Lei Zhu, Aidong Zhang
2002	—	`conf`	Adaptive texture image retrieval in transform domain. ICME (2) Bin Zhang, Catalin I. Tomai, Aidong Zhang
2002	J	`jnl`	Advanced feature extraction for keyblock-based image retrieval. Inf. Syst. Lei Zhu, Aibing Rao, Aidong Zhang
2002	C	`conf`	An adaptive texture image retrieval system using wavelets. ICARCV Bin Zhang, Catalin I. Tomai, Aidong Zhang
2002	A	`conf`	An iterative strategy for pattern discovery in high-dimensional data sets. CIKM Chun Tang, Aidong Zhang
2002	—	`conf`	Automatic Annotation and Retrieval of Images. VDB Yuqing Song, Wei Wang, Aidong Zhang
2002	—	`conf`	Category-based search using metadatabase in image retrieval. ICME (1) Yimin Wu, Aidong Zhang
2002	—	`conf`	Extracting coarse boundary features for video processing. ICME (2) Ramazan Savas Aygün, Aidong Zhang
2002	J	`jnl`	FindOut: Finding Outliers in Very Large Datasets. Knowl. Inf. Syst. Dantong Yu, Gholamhosein Sheikholeslami, Aidong Zhang
2002	—	`conf`	Global motion estimation from semi-dynamic video using motion sensors. ICIP (2) Ramazan Savas Aygün, Aidong Zhang
2002	—	`conf`	Interactive Patterns Analysis for Searching Multimedia Databases. Multimedia Information Systems Yimin Wu, Aidong Zhang
2002	—	`conf`	Interactive Visualization and Analysis for Gene Expression Data. HICSS Chun Tang, Li Zhang, Aidong Zhang
2002	—	`conf`	Locating Image Background By Monotonic Tree. JCIS Yuqing Song, Aidong Zhang
2002	—	`conf`	Modeling and Verification of Interactive Flexible Multimedia Presentations Using PROMELA/SPIN. SPIN Ramazan Savas Aygün, Aidong Zhang
2002	—	`conf`	Monotonic Tree. DGCI Yuqing Song, Aidong Zhang
2002	J	`jnl`	NetMedia: Streaming Multimedia Presentations in Distributed Environments. IEEE Multim. Aidong Zhang, Yuqing Song, Markus Mielke
2002	J	`jnl`	PLUS: a probe-loss utilization streaming mechanism for distributed multimedia presentation systems. IEEE Trans. Multim. Markus Mielke, Ramazan Savas Aygün, Yuqing Song, Aidong Zhang
2002	—	`conf`	Reducing blurring-effect in high resolution mosaic generation. ICME (2) Ramazan Savas Aygün, Aidong Zhang
2002	J	`jnl`	SemQuery: Semantic Clustering and Querying on Heterogeneous Features for Visual Data. IEEE Trans. Knowl. Data Eng. Gholamhosein Sheikholeslami, Wendy Chang, Aidong Zhang
2002	—	`conf`	Semantics-Based Image Retrieval by Region Saliency. CIVR Wei Wang, Yuqing Song, Aidong Zhang
2002	J	`jnl`	Theory of keyblock-based image retrieval. ACM Trans. Inf. Syst. Lei Zhu, Aibing Rao, Aidong Zhang
2002	—	`conf`	Visualized Classification of Multiple Sample Types. BIOKDD Li Zhang, Aidong Zhang, Murali Ramanathan
2002	A	`conf`	VizCluster: An Interactive Visualization Approach to Cluster Analysis and Its Application on Microarray Data. SDM Li Zhang, Chun Tang, Yong Shi, Yuqing Song, Aidong Zhang, Murali Ramanathan
2002	—	`ch.`	Web View - A Globally Accessible Geographic Image Database Environment. Advances in Digital Government Aidong Zhang, Lei Zhu, David M. Mark
2001	J	`jnl`	Global Scheduling for Flexible Transactions in Heterogeneous Distributed Database Systems. IEEE Trans. Knowl. Data Eng. Aidong Zhang, Marian H. Nodine, Bharat K. Bhargava
2001	—	`conf`	Interactive Multimedia Presentation Management in Distributed Multimedia Systems. ITCC Ramazan Savas Aygün, Aidong Zhang
2001	C	`conf`	Interrelated Two-way Clustering: An Unsupervised Approach for Gene Expression Data Analysis. BIBE Chun Tang, Li Zhang, Aidong Zhang, Murali Ramanathan
2001	A*	`conf`	Middle-tier for multimedia synchronization. ACM Multimedia Ramazan Savas Aygün, Aidong Zhang
2001	—	`ed.`	Proceedings of the 2001 ACM workshops on Multimedia: multimedia information retrieval, Ottawa, ON, Canada, September 30 - October 5, 2001 ACM Multimedia Workshops Nicolas D. Georganas, Radu Popescu-Zeletin, Tzi-cker Chiueh, Wolfgang Klas, Aidong Zhang
2001	—	`ed.`	Proceedings of the 2001 International Workshop on Multimedia Middleware, M3W, Ottawa, Ontario, Canada M3W@MM Nicolas D. Georganas, Radu Popescu-Zeletin, Tzi-cker Chiueh, Wolfgang Klas, Aidong Zhang, Vincent Oria
2001	A	`conf`	Stationary Background Generation In Mpeg Compressed Video Sequences. ICME Ramazan Savas Aygün, Aidong Zhang
2001	—	`conf`	Using Keyblock Statistics to Model Image Retrieval. IEEE Pacific Rim Conference on Multimedia Lei Zhu, Chun Tang, Aidong Zhang
2001	A	`conf`	Using Thesaurus To Model Keyblock-Based Image Retrieva. ICME Lei Zhu, Chun Tang, Aibing Rao, Aidong Zhang
2000	A*	`conf`	ACQ: An Automatic Clustering and Querying Approach for Large Image Databases. ICDE Dantong Yu, Aidong Zhang
2000	—	`conf`	Advanced feature extraction for Keyblock-based image retrieval. ACM Multimedia Workshops Lei Zhu, Aibing Rao, Aidong Zhang
2000	A	`conf`	ClusterTree: Integration of Cluster Representation and Nearest Neighbor Search for Image Databases. IEEE International Conference on Multimedia and Expo (III) Dantong Yu, Aidong Zhang
2000	J	`jnl`	Guest Editorial: Continuous Media Databases. Multim. Tools Appl. Aidong Zhang, Abraham Silberschatz, Sharad Mehrotra
2000	A*	`conf`	Keyblock: an approach for content-based image retrieval. ACM Multimedia Lei Zhu, Aidong Zhang, Aibing Rao, Rohini K. Srihari
2000	—	`conf`	Metadata Model, Resource Discovery, and Querying on Large Scale Multidimensional Datasets: The GEREQ Project. Kyoto International Conference on Digital Libraries Frédéric Andrès, Noureddine Mouaddib, Kinji Ono, Aidong Zhang
2000	J	`jnl`	QoS Management in Educational Digital Library Environments. Multim. Tools Appl. Aidong Zhang, Sreenivas Gollapudi
2000	A	`conf`	Supporting Multi-Example Image Queries in Image Databases. IEEE International Conference on Multimedia and Expo (II) Lei Zhu, Aidong Zhang
2000	J	`jnl`	WaveCluster: A Wavelet Based Clustering Approach for Spatial Data in Very Large Databases. VLDB J. Gholamhosein Sheikholeslami, Surojit Chatterjee, Aidong Zhang
1999	J	`jnl`	A Multi-Resolution Content-Based Retrieval Approach for Geographic Images. GeoInformatica Gholamhosein Sheikholeslami, Aidong Zhang, Ling Bian
1999	A*	`conf`	ACQ: an automatic clustering and querying approach for large image databases. ACM Multimedia (2) Dantong Yu, Aidong Zhang
1999	J	`jnl`	Dynamic Playout Scheduling Algorithms for Continuous Multimedia Streams. Multim. Syst. Thomas V. Johnson, Aidong Zhang
1999	B	`conf`	Efficiently Detecting Arbitrary Shaped Clusters in Image Databases. ICTAI Dantong Yu, Surojit Chatterjee, Aidong Zhang
1999	B	`conf`	GiView: A Multi-Resolution Geographical Data Retrieval System. SSDBM Dantong Yu, Lei Zhu, Aidong Zhang, Ling Bian
1999	B	`conf`	NetMedia: Giving Control to Distributed Multimedia Presentation Systems. SSDBM Markus Mielke, Yuqing Song, Ramazan Savas Aygün, Aidong Zhang
1999	—	`conf`	NetMedia: Synchronized Streaming of Multimedia Presentations in Distributed Environments. ICMCS, Vol. 2 Yuqing Song, Markus Mielke, Aidong Zhang
1999	—	`conf`	Optimally Ensured Interactive Service in Distributed Multimedia Presentation Systems. ICMCS, Vol. 1 Markus Mielke, Aidong Zhang
1998	B	`conf`	A Multi-level Buffering and Feedback Scheme for Distributed Multimedia Presentation Systems. ICCCN Markus Mielke, Aidong Zhang
1998	J	`jnl`	Buffer Model and Management in Distributed Multimedia Presentation Systems. Multim. Syst. Sreenivas Gollapudi, Aidong Zhang
1998	J	`jnl`	Data Resource Selection in Distributed Visual Information Systems. IEEE Trans. Knowl. Data Eng. Wendy Chang, Gholamhosein Sheikholeslami, Jia Wang, Aidong Zhang
1998	A*	`conf`	Global Integration of Visual Databases. ICDE Wendy Chang, Deepak Murthy, Aidong Zhang, Tanveer Fathima Syeda-Mahmood
1998	J	`jnl`	NetView: Integrating Large-Scale Distributed Visual Databases. IEEE Multim. Aidong Zhang, Wendy Chang, Gholamhosein Sheikholeslami, Tanveer Fathima Syeda-Mahmood
1998	—	`conf`	NeuroMerge: An Approach for Merging Heterogeneous Features in Content-based Image Retrieval Systems. IW-MMDBMS Gholamhosein Sheikholeslami, Surojit Chatterjee, Aidong Zhang
1998	A*	`conf`	Semantic Clustering and Querying on Heterogeneous Features for Visual Data. ACM Multimedia Gholamhosein Sheikholeslami, Wendy Chang, Aidong Zhang
1998	A*	`conf`	WaveCluster: A Multi-Resolution Clustering Approach for Very Large Spatial Databases. VLDB Gholamhosein Sheikholeslami, Surojit Chatterjee, Aidong Zhang
1997	—	`conf`	A Framework for Supporting Quality-Based Multimedia Presentation in Educational Digital Libraries. ADL Aidong Zhang, Thomas V. Johnson
1997	—	`conf`	A Framework for Supporting Quality-Based Presentation of Continuous Multimedia Streams. ICMCS Thomas V. Johnson, Aidong Zhang
1997	B	`conf`	A Network Manager on Ethernets for Distributed Multimedia Systems. LCN V. Balachandran, G. Bhat, S. Chakravarty, Aidong Zhang
1997	A*	`conf`	Efficient Resource Selection in Distributed Visual Information Systems. ACM Multimedia Wendy Chang, Gholamhosein Sheikholeslami, Aidong Zhang, Tanveer Fathima Syeda-Mahmood
1997	—	`conf`	Geographical Image Classification and Retrieval. ACM-GIS Gholamhosein Sheikholeslami, Aidong Zhang, Ling Bian
1997	J	`jnl`	Image Decomposition and Representation in Large Image Database Systems. J. Vis. Commun. Image Represent. J. Guo, Aidong Zhang, Edward Remias, Gholamhosein Sheikholeslami
1997	—	`conf`	Meta-Database and Search Agent for Multimedia Database Access over Internet. ICMCS Aidong Zhang, Wendy Chang, Deepak Murthy, Tanveer Fathima Syeda-Mahmood
1997	—	`conf`	Metadata for Distributed Visual Database Access. MD Wendy Chang, Aidong Zhang
1997	J	`jnl`	On Relaxing Serializability by Constraining Transaction Readsets. Inf. Syst. Evaggelia Pitoura, Aidong Zhang, Bharat K. Bhargava
1997	J	`jnl`	Scheduling Multimedia Presentations in Educational Digital Libraries. Int. J. Digit. Libr. Aidong Zhang, Thomas V. Johnson
1997	J	`jnl`	Supporting Content-Based Retrieval in Large Image Database Systems. Multim. Tools Appl. Edward Remias, Gholamhosein Sheikholeslami, Aidong Zhang, Tanveer Fathima Syeda-Mahmood
1997	—	`conf`	WebView: A Multimedia Database Resource Integration and Search System over Web. WebNet Deepak Murthy, Aidong Zhang
1996	J	`jnl`	A Fractal-Based Clustering Approach in Large Visual Database Systems. Multim. Tools Appl. Aidong Zhang, Biao Cheng, Raj Acharya
1996	—	`conf`	Block-Oriented Image Decomposition and Retrieval in Image Database Systems. IW-MMDBMS Edward Remias, Gholamhosein Sheikholeslami, Aidong Zhang
1996	—	`conf`	Buffer Management in Multimedia Database Systems. ICMCS Sreenivas Gollapudi, Aidong Zhang
1996	—	`conf`	Content based image display from image databases using spatio-temporal transfers and fractal analysis methods. ICIP (3) Raghu Menon, Raj Acharya, Aidong Zhang
1996	J	`jnl`	Global Committability in Multidatabase Systems. IEEE Trans. Knowl. Data Eng. Ahmed K. Elmagarmid, Jin Jing, Won Kim, Omran A. Bukhres, Aidong Zhang
1996	—	`conf`	Implementation of Video Presentation in Database Systems. Storage and Retrieval for Image and Video Databases (SPIE) Aidong Zhang, Shavinder Multani
1996	—	`conf`	NetMedia: A Client-Server Distributed Multimedia Environment. IW-MMDBMS Sreenivas Gollapudi, Aidong Zhang
1995	A*	`conf`	A View-Based Approach to Relaxing Global Serializability in a Multidatabase System (Abstract). PODC Evaggelia Pitoura, Aidong Zhang, Bharat K. Bhargava
1995	—	`conf`	Texture-based Image Retrieval in Image Database Systems. DEXA Workshop Aidong Zhang, Biao Cheng, Raj Acharya
1994	—	`—`	Advanced transaction management for supporting interoperability in multidatabase systems Aidong Zhang
1994	—	`conf`	DL-Raid: An Environment for Supporting Digital Library Services. DL Bharat K. Bhargava, Melliyal Annamalai, Shalab Goel, Shunge Li, Evaggelia Pitoura, Aidong Zhang, Yongguang Zhang
1994	—	`conf`	Ensuring Relaxed Atomicity for Flexible Transactions in Multidatabase Systems. SIGMOD Conference Aidong Zhang, Marian H. Nodine, Bharat K. Bhargava, Omran A. Bukhres
1993	J	`jnl`	A Theory of Global Concurrency Control in Multidatabase Systems VLDB J. Aidong Zhang, Ahmed K. Elmagarmid
1993	—	`conf`	On Global Transaction Scheduling Criteria in Multidatabase Systems. PDIS Aidong Zhang, Ahmed K. Elmagarmid
1993	—	`conf`	On Structural Features of Global Transactions in Multidatabase Systems. RIDE-IMS Aidong Zhang, Jin Jing
1989	Misc	`conf`	On the Classification and Existence of Structures in Default Logic. EPIA Aidong Zhang, V. Wiktor Marek