conftrace_
← Authors

Ran Yan

6 papers · 2022–2026 · 5 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🏆 Grand Slam

Conferences

ICML (2) AAAI (1) ECCV (1) ICLR (1) NIPS (1)

Top co-authors

Binhang Yuan (2) YOUHE JIANG (2) Yan Pang (2) Peihua Mai (2) Yang Cao (1) Xiao Liu (1) Xinyu Yan (1) Yang Zhou (1) Xiaozhe Yao (1) Tianxiang Chen (1)

Keywords

federated learning (2) adversarial learning (1) machine unlearning (1) model aggregation (1) secure aggregation (1) data privacy (1) poisoning attack (1) privacy leakage (1) robust aggregation (1) regulatory compliance (1) large language model (1)

Papers

Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models AAAI 2026 HexGen-2: Disaggregated Generative Inference of LLMs in Heterogeneous Environment ICLR 2025 RFLPA: A Robust Federated Learning Framework against Poisoning Attacks with Secure Aggregation NIPS 2024 HexGen: Generative Inference of Large Language Model over Heterogeneous Environment ICML 2024 Split-and-Denoise: Protect large language model inference with local differential privacy ICML 2024 MegBA: A GPU-Based Distributed Library for Large-Scale Bundle Adjustment ECCV 2022