Ran Yan
6 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird π Grand Slam
π
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Application Areas
(3)
Core AI
(3)
Natural Language Processing
(2)
Learning Paradigms Β· Artificial Intelligence
(2)
Learning Types
(2)
Core Methods
(1)
Generation
(1)
Learning Paradigms Β· Machine Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
large language model
(3)
generative inference
(2)
federated learning
(2)
model aggregation
(1)
model serving
(1)
secure aggregation
(1)
data privacy
(1)
poisoning attack
(1)
privacy-utility trade-off
(1)
downstream task
(1)
pipeline parallelism
(1)
throughput optimization
(1)
privacy leakage
(1)
heterogeneous computing
(1)
key-value cache
(1)
heterogeneous network
(1)
local differential privacy
(1)
robust aggregation
(1)
regulatory compliance
(1)
noise
(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
HexGen: Generative Inference of Large Language Model over Heterogeneous Environment
ICML 2024
RFLPA: A Robust Federated Learning Framework against Poisoning Attacks with Secure Aggregation
NeurIPS 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