Ermo Hua
10 papers · 2024–2026 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (23) π Cross-Pollinator (12) π Renaissance Researcher (6) π Interdisciplinary Bridge π§ Keyword Pioneer
π
Conference Polyglot
(6)
π£
Hot Topic Early Bird
π
Grand Slam
β‘
Prolific Year
(6)
β
The Questioner
Conferences
ACL (3)
ICML (3)
AAAI (1)
EMNLP (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
supervised fine-tuning
(2)
language model
(2)
reinforcement learning from human feedback
(2)
large language model
(2)
preference optimization
(2)
attention mechanism
(1)
multimodal learning
(1)
policy learning
(1)
instruction following
(1)
language model alignment
(1)
markov decision process
(1)
magnetic resonance imaging
(1)
scalable training
(1)
reward model
(1)
biomedical domain
(1)
parameter efficiency
(1)
retrieval-augmented generation
(1)
medical domain
(1)
knowledge retrieval
(1)
autoregressive search
(1)
Papers
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism
ACL 2026
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines
AAAI 2025
Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process
ACL 2025
OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees
ICLR 2025
Fourier Position Embedding: Enhancing Attentionβs Periodic Extension for Length Generalization
ICML 2025
How to Synthesize Text Data without Model Collapse?
ICML 2025
MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding
ICML 2025
Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention
EMNLP 2024
UltraMedical: Building Specialized Generalists in Biomedicine
NIPS 2024
CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following
ACL 2024