conftrace_

Shiqiang Wang

20 papers · 2019–2025 · 8 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ πŸƒ Academic Marathon (6) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (5)
🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (38) πŸ† Grand Slam πŸ‘‘ Triple Crown 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (84) πŸ’Ž Century Club (20) πŸ”₯ Unstoppable (7) ⚑ Prolific Year (7)

Conferences

ICLR (4) ICML (4) NIPS (4) AAAI (3) AISTATS (2) ALT (1) CVPR (1) IJCAI (1)

Papers

Vertical Federated Learning with Missing Features During Training and Inference ICLR 2025 Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining ICLR 2025 A Survey on Efficient Federated Learning Methods for Foundation Model Training IJCAI 2024 Hierarchical Federated Learning with Multi-Timescale Gradient Correction NIPS 2024 FADAS: Towards Federated Adaptive Asynchronous Optimization ICML 2024 A New Theoretical Perspective on Data Heterogeneity in Federated Optimization ICML 2024 DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations AAAI 2024 FedFisher: Leveraging Fisher Information for One-Shot Federated Learning AISTATS 2024 A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging ICLR 2024 Gradient-Based Uncertainty Attribution for Explainable Bayesian Deep Learning CVPR 2023 StableFDG: Style and Attention Based Learning for Federated Domain Generalization NIPS 2023 FedExP: Speeding Up Federated Averaging via Extrapolation ICLR 2023 LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning ICML 2023 A Unified Analysis of Federated Learning with Arbitrary Client Participation NIPS 2022 Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data ICML 2022 Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD AAAI 2022 KerGNNs: Interpretable Graph Neural Networks with Graph Kernels AAAI 2022 Online Learning of Facility Locations ALT 2021 Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice NIPS 2020 MaxHedge: Maximizing a Maximum Online AISTATS 2019