Yining Huang
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
reinforcement learning
(1)
molecular optimization
(1)
chain-of-thought reasoning
(1)
machine learning
(1)
generative model
(1)
vector field
(1)
multimodal representation learning
(1)
parameter-efficient fine-tuning
(1)
latent space
(1)
drug design
(1)
supervised fine-tuning
(1)
drug discovery
(1)
molecular simulation
(1)
molecular generation
(1)
molecule generation
(1)
flow-based model
(1)
chemical space exploration
(1)
molecular property optimization
(1)
inverse design
(1)
protein language model
(1)
Papers
LoRA-PAR: A Flexible Dual-System LoRA Partitioning Approach to Efficient LLM Fine-Tuning
EMNLP 2025
KMTalk: Speech-Driven 3D Facial Animation with Key Motion Embedding
ECCV 2024
Multi-Scale Representation Learning for Protein Fitness Prediction
NeurIPS 2024
Navigating Chemical Space with Latent Flows
NeurIPS 2024
M$^2$Hub: Unlocking the Potential of Machine Learning for Materials Discovery
NeurIPS 2023