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AIM Faculty & Staff
Kunpeng Zhang
Kunpeng Zhang
Associate Professor, Information Systems
Latest Papers
Consensus-Driven Distillation for Trustworthy Explanations in Self-Interpretable GNNs
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IEEE Transactions on Pattern Analysis and Machine Intelligence
Author(s): Wenxin Tai, Fan Zhou, Steve Azzolin, et. al
UMD Author(s): Kunpeng Zhang
COMET: An Interactive Framework for Efficient and Effective Community Search via Active Learning
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INFORMS Journal on Computing
Author(s): Jiawei Zhou, Kai Wang, Jianwei Wang, et. al
UMD Author(s): Kunpeng Zhang
Learning from Earnings Calls: Graph-Based Conversational Modeling for Financial Prediction
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Information Systems Research
Author(s): Yi Yang, Yixuan Tang, Yangyang Fan, et. al
UMD Author(s): Kunpeng Zhang
Corrigendum: Score-based Graph Learning for Urban Flow Prediction
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ACM Transactions on Intelligent Systems and Technology
Author(s): Pengyu Wang, Xucheng Luo, Wenxin Tai, et. al
UMD Author(s): Kunpeng Zhang
Interpolate-Then-Detect: A New Framework of FMCW Radar Object Detection With Frame Interpolation for Autonomous Driving
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IEEE Transactions on Mobile Computing
Author(s): Pengfei Yang, Minyang Liu, Ting Zhong, et. al
UMD Author(s): Kunpeng Zhang
Closing the training-sampling gap in conditional diffusion models for versatile image restoration
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Pattern Recognition
Author(s): Yue Lei, Jiati Cai, Wenxin Tai, et. al
UMD Author(s): Kunpeng Zhang
Understanding Interactive Stock Dynamics via Sensitivity-Aware Dependency Learning
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IEEE Transactions on Knowledge and Data Engineering
Author(s): Li Huang, Yanzhe Xie, Zizheng Wang, et. al
UMD Author(s): Kunpeng Zhang
BALANCE: Interpretable breast cancer classification via dual-granularity attention with latent prototype alignment
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Expert Systems with Applications
Author(s): Jiati Cai, Yuxun Zhao, Haohan Zhang, et. al
UMD Author(s): Kunpeng Zhang
Divide and Contrast: A Text-Based Method for Firm Market Risk Prediction
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INFORMS Journal on Computing
Author(s): Yi He, Yi Yang, Defu Lian, et. al
UMD Author(s): Kunpeng Zhang
Semantic duality in hypergraphs: Uncertainty-aware bipolar evidence aggregation for temporal knowledge graph reasoning
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Expert Systems with Applications
Author(s): Bin Chen, Yi Yang, Zhangtao Cheng, et. al
UMD Author(s): Kunpeng Zhang