publications
2025
- NeurIPS
Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification2025 - WACV
Guided Model Merging for Hybrid Data Learning: Leveraging Centralized Data to Refine Decentralized Models2025 - ICLR
Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better2025* = Co-first authors
2024
- arXiv
Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs2024* = Co-first authors - EMNLP Findings
FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models2024* = Co-first authors - Tiny Paper@ICLR
- TMLR
Implicit Neural Representations for Robust Joint Sparse-View CT Reconstruction2024* = Co-first authors
2023
- CVPR
Confidence-aware Personalized Federated Learning via Variational Expectation Maximization2023* = Co-first authors - ICML
Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning2023 - TMLR
2021
- ICLR
2019
- ITSC
- ECMR
