Sihang Zeng
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(16)
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Hot Topic Early Bird
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Healthcare & Medicine
(2)
Clinical
(2)
Core Methods
(2)
Learning Types
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Learning Paradigms
(1)
Methods
(1)
Models
(1)
Representation
(1)
Keywords
biomedical domain
(2)
large language model
(2)
contrastive learning
(2)
preference optimization
(1)
code generation
(1)
reinforcement learning from human feedback
(1)
knowledge graph
(1)
vector field
(1)
reward model
(1)
supervised fine-tuning
(1)
retrieval-augmented generation
(1)
medical domain
(1)
survival prediction
(1)
neural controlled differential equation
(1)
test-time scaling
(1)
medical benchmark
(1)
reinforcement learning framework
(1)
medical ai
(1)
fine-grained representation
(1)
multi-agent system
(1)
Papers
ReviewRL: Towards Automated Scientific Review with RL
EMNLP 2025
Scalability of LLM-Based Multi-Agent Systems for Scientific Code Generation: A Preliminary Study
EMNLP 2025
TrajSurv: Learning Continuous Latent Trajectories from Electronic Health Records for Trustworthy Survival Prediction
MLHC 2025
UltraMedical: Building Specialized Generalists in Biomedicine
NeurIPS 2024
Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations
ACL 2022