Aidong Zhang

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 196

Top Venues

Publications

Guangzhi Xiong, Qiao Jin, Zhiyong Lu, Aidong Zhang
Benchmarking Retrieval-Augmented Generation for Medicine. ACL (Findings) (2024)
Sanchit Sinha, Yuguang Yue, Victor Soto, Mayank Kulkarni, Jianhua Lu, Aidong Zhang
MAML-en-LLM: Model Agnostic Meta-Training of LLMs for Improved In-Context Learning. KDD (2024)
Guangzhi Xiong, Nathan Leroy, Stefan Bekiranov, Nathan C. Sheffield, Aidong Zhang
DeepGSEA: explainable deep gene set enrichment analysis for single-cell transcriptomic data. Bioinform. 40 (7) (2024)
Sanchit Sinha, Guangzhi Xiong, Aidong Zhang
CoLiDR: Concept Learning using Aggregated Disentangled Representations. CoRR (2024)
Sanchit Sinha, Guangzhi Xiong, Aidong Zhang
CoLiDR: Concept Learning using Aggregated Disentangled Representations. KDD (2024)
Wenqian Ye, Guangtao Zheng, Xu Cao, Yunsheng Ma, Xia Hu, Aidong Zhang
Spurious Correlations in Machine Learning: A Survey. CoRR (2024)
Sanchit Sinha, Guangzhi Xiong, Aidong Zhang
A Self-explaining Neural Architecture for Generalizable Concept Learning. CoRR (2024)
Jianhui Sun, Xidong Wu, Heng Huang, Aidong Zhang
On the Role of Server Momentum in Federated Learning. AAAI (2024)
Wenqian Ye, Guangtao Zheng, Yunsheng Ma, Xu Cao, Bolin Lai, James M. Rehg, Aidong Zhang
MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs. CoRR (2024)
Guangtao Zheng, Mengdi Huai, Aidong Zhang
AdvST: Revisiting Data Augmentations for Single Domain Generalization. AAAI (2024)
Guangtao Zheng, Wenqian Ye, Aidong Zhang
Spuriousness-Aware Meta-Learning for Learning Robust Classifiers. CoRR (2024)
Guangzhi Xiong, Qiao Jin, Zhiyong Lu, Aidong Zhang
Benchmarking Retrieval-Augmented Generation for Medicine. CoRR (2024)
Guangtao Zheng, Wenqian Ye, Aidong Zhang
Spuriousness-Aware Meta-Learning for Learning Robust Classifiers. KDD (2024)
Guangtao Zheng, Wenqian Ye, Aidong Zhang
Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation. CoRR (2024)
Sanchit Sinha, Yuguang Yue, Victor Soto, Mayank Kulkarni, Jianhua Lu, Aidong Zhang
MAML-en-LLM: Model Agnostic Meta-Training of LLMs for Improved In-Context Learning. CoRR (2024)
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
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations. CoRR (2024)
Jiayi Chen, Aidong Zhang
On Disentanglement of Asymmetrical Knowledge Transfer for Modality-Task Agnostic Federated Learning. AAAI (2024)
Hyun Jae Cho, Mia Shu, Stefan Bekiranov, Chongzhi Zang, Aidong Zhang
Interpretable meta-learning of multi-omics data for survival analysis and pathway enrichment. Bioinform. 39 (4) (2023)
Jiayi Chen, Hanjun Dai, Bo Dai, Aidong Zhang, Wei Wei
On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval. EMNLP (Findings) (2023)
Caiming Sun, Binghui Li, Ning Ding, Aidong Zhang
High-resolution Radiation Characterization for an Uniformly Emitted SiNx Nanophotonic Phased Array. OFC (2023)
Liuyi Yao, Yaliang Li, Sheng Li, Jinduo Liu, Mengdi Huai, Aidong Zhang, Jing Gao
Concept-Level Model Interpretation From the Causal Aspect. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Jiayi Chen, Hanjun Dai, Bo Dai, Aidong Zhang, Wei Wei
On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval. CoRR (2023)
Jing Ma, Ruocheng Guo, Aidong Zhang, Jundong Li
Learning for Counterfactual Fairness from Observational Data. CoRR (2023)
Xidong Wu, Jianhui Sun, Zhengmian Hu, Junyi Li, Aidong Zhang, Heng Huang
Federated Conditional Stochastic Optimization. NeurIPS (2023)
Sanchit Sinha, Mengdi Huai, Jianhui Sun, Aidong Zhang
Understanding and Enhancing Robustness of Concept-Based Models. AAAI (2023)
Guangtao Zheng, Mengdi Huai, Aidong Zhang
AdvST: Revisiting Data Augmentations for Single Domain Generalization. CoRR (2023)
Jing Ma, Ruocheng Guo, Aidong Zhang, Jundong Li
Learning for Counterfactual Fairness from Observational Data. KDD (2023)
Jianhui Sun, Xidong Wu, Heng Huang, Aidong Zhang
On the Role of Server Momentum in Federated Learning. CoRR (2023)
Guangzhi Xiong, Stefan Bekiranov, Aidong Zhang
ProtoCell4P: an explainable prototype-based neural network for patient classification using single-cell RNA-seq. Bioinform. 39 (8) (2023)
Jiayi Chen, Aidong Zhang
On Hierarchical Disentanglement of Interactive Behaviors for Multimodal Spatiotemporal Data with Incompleteness. KDD (2023)
Jianhui Sun, Ying Yang, Guangxu Xun, Aidong Zhang
Scheduling Hyperparameters to Improve Generalization: From Centralized SGD to Asynchronous SGD. ACM Trans. Knowl. Discov. Data 17 (2) (2023)
Xidong Wu, Jianhui Sun, Zhengmian Hu, Aidong Zhang, Heng Huang
Solving a Class of Non-Convex Minimax Optimization in Federated Learning. CoRR (2023)
Xidong Wu, Jianhui Sun, Zhengmian Hu, Aidong Zhang, Heng Huang
Solving a Class of Non-Convex Minimax Optimization in Federated Learning. NeurIPS (2023)
Jianhui Sun, Sanchit Sinha, Aidong Zhang
Enhance Diffusion to Improve Robust Generalization. CoRR (2023)
Hongfei Xue, Qiming Cao, Chenglin Miao, Yan Ju, Haochen Hu, Aidong Zhang, Lu Su
Towards Generalized mmWave-based Human Pose Estimation through Signal Augmentation. MobiCom (2023)
Guangtao Zheng, Qiuling Suo, Mengdi Huai, Aidong Zhang
Learning to Learn Task Transformations for Improved Few-Shot Classification. SDM (2023)
Xidong Wu, Jianhui Sun, Zhengmian Hu, Junyi Li, Aidong Zhang, Heng Huang
Federated Conditional Stochastic Optimization. CoRR (2023)
Jianhui Sun, Sanchit Sinha, Aidong Zhang
Enhance Diffusion to Improve Robust Generalization. KDD (2023)
Jianhui Sun, Mengdi Huai, Kishlay Jha, Aidong Zhang
Demystify Hyperparameters for Stochastic Optimization with Transferable Representations. KDD (2022)
Binghui Li, Caiming Sun, Aidong Zhang
Liquid Waveguide Cladding for 2D Beam Steering of An Optical Phased Array at a Single Wavelength. OFC (2022)
Hongfei Xue, Qiming Cao, Yan Ju, Haochen Hu, Haoyu Wang, Aidong Zhang, Lu Su
esh: mmWave-Based 3D Human Mesh Construction for Multiple Subjects. SenSys (2022)
Caiming Sun, Binghui Li, Wu Shi, Jing Lin, Ning Ding, Aidong Zhang
Theoretical Model and Validation for Broadband Optical Phased Arrays. OECC/PSC (2022)
Jing Ma, Ruocheng Guo, Mengting Wan, Longqi Yang, Aidong Zhang, Jundong Li
Learning Fair Node Representations with Graph Counterfactual Fairness. WSDM (2022)
Jing Ma, Ruocheng Guo, Saumitra Mishra, Aidong Zhang, Jundong Li
CLEAR: Generative Counterfactual Explanations on Graphs. NeurIPS (2022)
Jing Ma, Ruocheng Guo, Mengting Wan, Longqi Yang, Aidong Zhang, Jundong Li
Learning Fair Node Representations with Graph Counterfactual Fairness. CoRR (2022)
Kishlay Jha, Aidong Zhang
Continual knowledge infusion into pre-trained biomedical language models. Bioinform. 38 (2) (2022)
Sanchit Sinha, Mengdi Huai, Jianhui Sun, Aidong Zhang
Understanding and Enhancing Robustness of Concept-based Models. CoRR (2022)
Guangtao Zheng, Aidong Zhang
Knowledge-Guided Semantics Adjustment for Improved Few-Shot Classification. ICDM (2022)
Mengdi Huai, Jinduo Liu, Chenglin Miao, Liuyi Yao, Aidong Zhang
Towards Automating Model Explanations with Certified Robustness Guarantees. AAAI (2022)
Mengdi Huai, Tianhang Zheng, Chenglin Miao, Liuyi Yao, Aidong Zhang
On the Robustness of Metric Learning: An Adversarial Perspective. ACM Trans. Knowl. Discov. Data 16 (5) (2022)
Qiujun Huang, Yicheng Yu, Kai Zhang, Shengquan Li, Haibo Lu, Jisen Li, Aidong Zhang, Tao Mei
Optimal synthesis of mechanisms using repellency evolutionary algorithm. Knowl. Based Syst. 239 (2022)
Jiayi Chen, Aidong Zhang
Topological Transduction for Hybrid Few-shot Learning. WWW (2022)
Jing Ma, Ruocheng Guo, Saumitra Mishra, Aidong Zhang, Jundong Li
CLEAR: Generative Counterfactual Explanations on Graphs. CoRR (2022)
Jinduo Liu, Junzhong Ji, Guangxu Xun, Aidong Zhang
Inferring Effective Connectivity Networks From fMRI Time Series With a Temporal Entropy-Score. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Jiayi Chen, Aidong Zhang
FedMSplit: Correlation-Adaptive Federated Multi-Task Learning across Multimodal Split Networks. KDD (2022)
Lu Chen, Zhengjia Zhu, Caiming Sun, Aidong Zhang
An Efficient Lightweight 2D Driven 3D Detector for Underwater Robots Tracking. ROBIO (2021)
Bingchen Jin, Caiming Sun, Dingan Cheng, Shusheng Ye, Juntong Su, Aidong Zhang
Fast and Compliant Whole Body Control for Gear-Driven Torque Sensorless Quadruped Robot Trotting. ROBIO (2021)
Erfaneh Gharavi, Aaron Gu, Guangtao Zheng, Jason P. Smith, Hyun Jae Cho, Aidong Zhang, Donald E. Brown, Nathan C. Sheffield
Embeddings of genomic region sets capture rich biological associations in lower dimensions. Bioinform. 37 (23) (2021)
Jiayi Chen, Aidong Zhang
HetMAML: Task-Heterogeneous Model-Agnostic Meta-Learning for Few-Shot Learning Across Modalities. CoRR (2021)
Xiaowei Jia, Xiaoyi Li, Nan Du, Yuan Zhang, Vishrawas Gopalakrishnan, Guangxu Xun, Aidong Zhang
Tracking Community Consistency in Dynamic Networks: An Influence-Based Approach. IEEE Trans. Knowl. Data Eng. 33 (2) (2021)
Guangxu Xun, Kishlay Jha, Aidong Zhang
MeSHProbeNet-P: Improving Large-scale MeSH Indexing with Personalizable MeSH Probes. ACM Trans. Knowl. Discov. Data 15 (1) (2021)
Bingchen Jin, Shusheng Ye, Juntong Su, Chaoyang Song, Ye Zhao, Aidong Zhang, Ning Ding, Jianwen Luo
High-Payload Online Identification and Adaptive Control for an Electrically-actuated Quadruped Robot. CoRR (2021)
Ganyu Deng, Jianwen Luo, Caiming Sun, Dongwei Pan, Longyao Peng, Ning Ding, Aidong Zhang
Vision-based Navigation for a Small-scale Quadruped Robot Pegasus-Mini. ROBIO (2021)
Liuyi Yao, Yaliang Li, Sheng Li, Mengdi Huai, Jing Gao, Aidong Zhang
SCI: Subspace Learning Based Counterfactual Inference for Individual Treatment Effect Estimation. CIKM (2021)
Aidong Zhang
EIC Farewell and New EIC Introduction. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (6) (2021)
Jianhui Sun, Ying Yang, Guangxu Xun, Aidong Zhang
A Stagewise Hyperparameter Scheduler to Improve Generalization. KDD (2021)
Ganyu Deng, Jianwen Luo, Caiming Sun, Dongwei Pan, Longyao Peng, Ning Ding, Aidong Zhang
Vision-based Navigation for a Small-scale Quadruped Robot Pegasus-Mini. CoRR (2021)
Jiayi Chen, Aidong Zhang
HetMAML: Task-Heterogeneous Model-Agnostic Meta-Learning for Few-Shot Learning Across Modalities. CIKM (2021)
Guangtao Zheng, Aidong Zhang
Few-Shot Class-Incremental Learning with Meta-Learned Class Structures. ICDM (Workshops) (2021)
Hongfei Xue, Yan Ju, Chenglin Miao, Yijiang Wang, Shiyang Wang, Aidong Zhang, Lu Su
mmMesh: towards 3D real-time dynamic human mesh construction using millimeter-wave. MobiSys (2021)
Juan Chen, Caiming Sun, Aidong Zhang
Autonomous Navigation for Adaptive Unmanned Underwater Vehicles Using Fiducial Markers. ICRA (2021)
Xiao Yu, Ji Ma, Ning Ding, Aidong Zhang
Cooperative Target Enclosing Control of Multiple Mobile Robots Subject to Input Disturbances. IEEE Trans. Syst. Man Cybern. Syst. 51 (6) (2021)
Jing Ma, Ruocheng Guo, Aidong Zhang, Jundong Li
Multi-Cause Effect Estimation with Disentangled Confounder Representation. IJCAI (2021)
Kishlay Jha, Guangxu Xun, Nan Du, Aidong Zhang
Knowledge-Guided Efficient Representation Learning for Biomedical Domain. KDD (2021)
Hongwu Zhu, Dong Wang, Nathan Boyd, Ziyi Zhou, Lecheng Ruan, Aidong Zhang, Ning Ding, Ye Zhao, Jianwen Luo
Terrain-Perception-Free Quadrupedal Spinning Locomotion on Versatile Terrains: Modeling, Analysis, and Experimental Validation. Frontiers Robotics AI 8 (2021)
Jisen Li, Yuliang Yang, Yumei Zhang, Hua Zhu, Yongqi Li, Qiujun Huang, Haibo Lu, Shan He, Shengquan Li, Wei Zhang, Tao Mei, Feng Wu, Aidong Zhang
Design of a deployable underwater robot for the recovery of autonomous underwater vehicles based on origami technique. ICRA (2021)
Heng Zhang, Qiwen Wang, Chuliang Chi, Yongquan Chen, Zonggao Mu, Zheng Li, Yuanmin Lan, Aidong Zhang
Design and Implementation of a Novel, Intrinsically Safe Rigid-Flexible Coupling Manipulator for COVID-19 Oropharyngeal Swab Sampling. ICRA (2021)
Yingxin Shou, Bin Xu, Aidong Zhang, Tao Mei
Virtual Guidance-Based Coordinated Tracking Control of Multi-Autonomous Underwater Vehicles Using Composite Neural Learning. IEEE Trans. Neural Networks Learn. Syst. 32 (12) (2021)
Kishlay Jha, Guangxu Xun, Aidong Zhang
Continual representation learning for evolving biomedical bipartite networks. Bioinform. 37 (15) (2021)
Shusheng Ye, Jianwen Luo, Caiming Sun, Bingchen Jin, Juntong Su, Aidong Zhang
Design of a Large-scale Electrically-actuated Quadruped Robot and Locomotion Control for the Narrow Passage. IROS (2021)
Hongwu Zhu, Dong Wang, Ganyu Deng, Nathan Boyd, Ziyi Zhou, Lecheng Ruan, Caiming Sun, Aidong Zhang, Ning Ding, Ye Zhao, Jianwen Luo
Terrain-perception-free Quadrupedal Spinning Locomotion on Versatile Terrains: Modeling, Analysis, and Experimental Validation. CoRR (2021)
Jing Ma, Ruocheng Guo, Chen Chen, Aidong Zhang, Jundong Li
Deconfounding with Networked Observational Data in a Dynamic Environment. WSDM (2021)
Liuyi Yao, Zhixuan Chu, Sheng Li, Yaliang Li, Jing Gao, Aidong Zhang
A Survey on Causal Inference. ACM Trans. Knowl. Discov. Data 15 (5) (2021)
Weida Zhong, Qiuling Suo, Xiaowei Jia, Aidong Zhang, Lu Su
Heterogeneous Spatio-Temporal Graph Convolution Network for Traffic Forecasting with Missing Values. ICDCS (2021)
Hongjie Wang, Caiming Sun, Lesi Yang, Xiaomin Nie, Binghui Li, Aidong Zhang
Uniform emission of large-scale optical phase arrays with wide wavelength tuning. OFC (2021)
Mengdi Huai, Chenglin Miao, Yaliang Li, Qiuling Suo, Lu Su, Aidong Zhang
Learning Distance Metrics from Probabilistic Information. ACM Trans. Knowl. Discov. Data 14 (5) (2020)
Rui Jiang, Caiming Sun, Long Zhang, Xinke Tang, Hongjie Wang, Aidong Zhang
Deep Learning Aided Signal Detection for SPAD-Based Underwater Optical Wireless Communications. IEEE Access 8 (2020)
Xinke Tang, Long Zhang, Caiming Sun, Zhen Chen, Hongjie Wang, Rui Jiang, Zhongyi Li, Wu Shi, Aidong Zhang
Underwater Wireless Optical Communication Based on DPSK Modulation and Silicon Photomultiplier. IEEE Access 8 (2020)
Hongfei Xue, Wenjun Jiang, Chenglin Miao, Fenglong Ma, Shiyang Wang, Ye Yuan, Shuochao Yao, Aidong Zhang, Lu Su
DeepMV: Multi-View Deep Learning for Device-Free Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Jingyuan Chou, Stefan Bekiranov, Chongzhi Zang, Mengdi Huai, Aidong Zhang
Analysis of Meta-Learning Approaches for TCGA Pan-cancer Datasets. BIBM (2020)
Mengdi Huai, Chenglin Miao, Jinduo Liu, Di Wang, Jingyuan Chou, Aidong Zhang
Global Interpretation for Patient Similarity Learning. BIBM (2020)
Qiuling Suo, Jingyuan Chou, Weida Zhong, Aidong Zhang
TAdaNet: Task-Adaptive Network for Graph-Enriched Meta-Learning. KDD (2020)
Mengdi Huai, Di Wang, Chenglin Miao, Aidong Zhang
Towards Interpretation of Pairwise Learning. AAAI (2020)
Lu Chen, Shusheng Ye, Caiming Sun, Aidong Zhang, Ganyu Deng, Tianjiao Liao
Optimized Foothold Planning and Posture Searching for Energy-Efficient Quadruped Locomotion over Challenging Terrains. ICRA (2020)
Guangxu Xun, Kishlay Jha, Jianhui Sun, Aidong Zhang
Correlation Networks for Extreme Multi-label Text Classification. KDD (2020)
Mengdi Huai, Di Wang, Chenglin Miao, Jinhui Xu, Aidong Zhang
Pairwise Learning with Differential Privacy Guarantees. AAAI (2020)
Qiuling Suo, Weida Zhong, Guangxu Xun, Jianhui Sun, Changyou Chen, Aidong Zhang
GLIMA: Global and Local Time Series Imputation with Multi-directional Attention Learning. IEEE BigData (2020)
Jinduo Liu, Junzhong Ji, Guangxu Xun, Liuyi Yao, Mengdi Huai, Aidong Zhang
EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks. AAAI (2020)
Jinduo Liu, Junzhong Ji, Xiuqin Jia, Aidong Zhang
Learning Brain Effective Connectivity Network Structure Using Ant Colony Optimization Combining With Voxel Activation Information. IEEE J. Biomed. Health Informatics 24 (7) (2020)
Jiayi Chen, Aidong Zhang
HGMF: Heterogeneous Graph-based Fusion for Multimodal Data with Incompleteness. KDD (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Aidong Zhang