Junwei Deng

5 papers · 2021–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16)

Venues

NeurIPS (2) CVPR (1) ICLR (1) ICML (1)

Top co-authors

Jiaqi W. Ma (3) Xinhe Wang (2) Pingbang Hu (2) Yina Chen (1) Xingjian Zhang (1) Qiyuan Gong (1) Yang Wang (1) Yijun Pan (1) Weijing Tang (1) Kai Huang (1)

Research topics

Machine Learning (5) Artificial Intelligence (4) Application Areas (4) Core AI (4) Deep Learning (3) Optimization & Theory · Machine Learning (3) Computer Science (2) Applications (2) Architectures (1) Learning Types (1) Optimization & Theory · Deep Learning (1) Systems (1) Techniques (1)

Keywords

data attribution (3) influence function (2) efficient computing (1) non-iid learning (1) distributed computing (1) pac-bayesian analysis (1) adversarial attack (1) model deployment (1) membership inference (1) model interpretation (1) graph neural network (1) pipeline scaling (1) non-decomposable loss (1) leave-one-out retraining (1) ai pipeline (1) shadow training (1) scalable ai (1) single-node acceleration (1) subgroup generalization (1) black-box query (1)

Papers

Adversarial Attacks on Data Attribution ICLR 2025 A Versatile Influence Function for Data Attribution with Non-Decomposable Loss ICML 2025 dattri: A Library for Efficient Data Attribution NeurIPS 2024 BigDL 2.0: Seamless Scaling of AI Pipelines From Laptops to Distributed Cluster CVPR 2022 Subgroup Generalization and Fairness of Graph Neural Networks NeurIPS 2021