Author

Lingjing Kong

Observed name: Kong, Lingjing

Observed institutions: Southwest Jiaotong University, École Polytechnique Fédérale de Lausanne, Carnegie Mellon University

OpenAlex ID: A5102491705

Ensemble Distillation for Robust Model Fusion in Federated Learning

2020 · Lin, Tao, Kong, Lingjing, et al. · arXiv (Cornell University) · 711

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Consensus Control for Decentralized Deep Learning

2021 · Kong, Lingjing, Lin, Tao, et al. · arXiv (Cornell University) · 38

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Understanding Masked Autoencoders via Hierarchical Latent Variable Models

2023 · Lingjing Kong, Martin Q. Ma, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 34

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Generalized Class Incremental Learning

2020 · Fei Mi, Lingjing Kong, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 32

Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems

2021 · Fei Mi, Wanhao Zhou, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 21

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Extrapolation for Large-batch Training in Deep Learning

2020 · Lin, Tao, Kong, Lingjing, et al. · arXiv (Cornell University) · 14

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SmartCLIP: Modular Vision-language Alignment with Identification Guarantees

2025 · Shaoan Xie, Lingjing Kong, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 5

Causal Representation Learning from Multimodal Biomedical Observations

2024 · Sun, Yuewen, Kong, Lingjing, et al. · arXiv (Cornell University) · 2

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Partial Identifiability for Domain Adaptation

2023 · Kong, Lingjing, Xie, Shaoan, et al. · arXiv (Cornell University) · 2

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Towards Self-Refinement of Vision-Language Models with Triangular Consistency

2025 · Yunlong Deng, Guangyi Chen, et al. · neural information processing systems · 1

Towards Understanding Extrapolation: a Causal Lens

2024 · Lingjing Kong, Guangyi Chen, et al. · neural information processing systems · 1

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Learning Discrete Concepts in Latent Hierarchical Models