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Pengkun Wang

17 papers · 2023–2026 · 5 conferences · across top CS/AI conferences

Achievements

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+7 more ↓ 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (5) πŸ—ΊοΈ Taxonomy Completionist (32)
🧭 Keyword Pioneer 🀝 Dynamic Duo (14) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ’Ž Century Club (14) ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (61)

Conferences

AAAI (7) ICLR (3) ICML (3) IJCAI (2) NIPS (2)

Papers

Rethinking Crystal Symmetry Prediction: A Decoupled Perspective AAAI 2026 U2B: Scale-unbiased Representation Converter for Graph Classification with Imbalanced and Balanced Scale Distributions AAAI 2026 Learning Dynamics as Feedback: An Adaptive Entropy Flow Dynamics Framework for Long-tailed Human Action Recognition AAAI 2026 COFlowNet: Conservative Constraints on Flows Enable High-Quality Candidate Generation ICLR 2025 Multi-label Self Knowledge Distillation AAAI 2025 STEM-LTS: Integrating Semantic-Temporal Dynamics in LLM-driven Time Series Analysis AAAI 2025 Robust Spatio-Temporal Centralized Interaction for OOD Learning ICML 2025 Balancing Model Efficiency and Performance: Adaptive Pruner for Long-tailed Data ICML 2025 Causal Learning Meet Covariates: Empowering Lightweight and Effective Nationwide Air Quality Forecasting IJCAI 2025 Breaking Long-Tailed Learning Bottlenecks: A Controllable Paradigm with Hypernetwork-Generated Diverse Experts NIPS 2024 A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks AAAI 2024 Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective AAAI 2024 Make Bricks with a Little Straw: Large-Scale Spatio-Temporal Graph Learning with Restricted GPU-Memory Capacity IJCAI 2024 LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems NIPS 2024 Two Fists, One Heart: Multi-Objective Optimization Based Strategy Fusion for Long-tailed Learning ICML 2024 Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning ICLR 2024 Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective ICLR 2023