Chengdong Ma
5 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Renaissance Researcher (6) π Conference Polyglot (4) π Cross-Pollinator (13) π§ Keyword Pioneer π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π
Grand Slam
Conferences
ICLR (2)
AAAI (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
transformer architecture
(1)
multi-agent reinforcement learning
(1)
preference learning
(1)
preference alignment
(1)
preference optimization
(1)
model alignment
(1)
message passing
(1)
singular value decomposition
(1)
pareto optimality
(1)
multi-objective optimization
(1)
low-rank adaptation
(1)
pareto front
(1)
pareto optimization
(1)
decentralized execution
(1)
large language model
(1)
graph neural network
(1)
factor-based attention
(1)
Papers
Towards Efficient Collaboration via Graph Modeling in Reinforcement Learning
AAAI 2025
Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment
ICLR 2025
Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs
ICLR 2025
Falcon: Fast Visuomotor Policies via Partial Denoising
ICML 2025
Panacea: Pareto Alignment via Preference Adaptation for LLMs
NIPS 2024