Chunlin Tian

3 papers · 2024–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (15)

Conferences

ICML (1) IJCAI (1) NIPS (1)

Top co-authors

Li Li (3) Cheng-Zhong Xu (2) Zhan Shi (2) Yuanchun Zhou (1) Zhiyuan Ning (1) Pengyang Wang (1) pengfei wang (1) Chengzhong Xu (1) Wei Fan (1) Zhijiang Guo (1)

Keywords

federated learning (1) gradient-based optimization (1) generative model (1) parameter-efficient fine-tuning (1) low-rank adaptation (1) model fine-tuning (1) client selection (1) encoder-decoder architecture (1) large language model (1) asymmetric architecture (1)

Papers

HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning NIPS 2024

Ranking-based Client Imitation Selection for Efficient Federated Learning ICML 2024

FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization IJCAI 2024