Heng Qi

5 papers · 2022–2026 · 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 (14)

Venues

AAAI (2) CVPR (1) ICML (1) NSDI (1)

Top co-authors

Baocai Yin (2) Yanming Shen (2) Kai Chen (1) Mingqi Yang (1) Rui Li (1) Yuan Cao (1) Yizhi Zhou (1) Zhao Ge (1) Xin Xie (1) Qiang Zhang (1)

Research topics

Machine Learning (5) Deep Learning (3) Application Areas (3) Learning Types · Machine Learning (3) Architectures (2) Core Methods (2) Computer Science (1) Data Science & Analytics (1) Applications (1) Learning Types · Deep Learning (1) Systems (1) Techniques (1)

Keywords

graph neural network (2) representation learning (1) contrastive learning (1) image retrieval (1) data augmentation (1) confidence calibration (1) model architecture (1) graph representation (1) machine learning (1) spectral analysis (1) deep architecture (1) data heterogeneity (1) uncertainty estimation (1) trajectory data (1) long-tailed distribution (1) datacenter network (1) flow completion time (1) scheduling algorithm (1) graph convolutional network (1) classifier calibration (1)

Papers

Automatic Channel Pruning by Searching with Structure Embedding for Hash Network AAAI 2026 FedCART: Tackling Long-Tailed Distributions in Federated Adversarial Training via Classifier Refinement CVPR 2026 Flow Scheduling with Imprecise Knowledge NSDI 2024 TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation AAAI 2024 A New Perspective on the Effects of Spectrum in Graph Neural Networks ICML 2022