Yanwen Huang
7 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
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Research topics
Keywords
contrastive learning
(2)
similarity search
(1)
multi-hop reasoning
(1)
uncertainty quantification
(1)
self-supervised learning
(1)
attention mechanism
(1)
semantic consistency
(1)
reward function
(1)
convergence
(1)
generalization
(1)
knowledge graph
(1)
pearson correlation
(1)
hallucination mitigation
(1)
uncertainty estimation
(1)
curriculum learning
(1)
molecular representation
(1)
virtual screening
(1)
structure-based drug design
(1)
reasoning path
(1)
reinforcement learning
(1)
Papers
Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models
ACL 2025
Redefining the task of Bioactivity Prediction
ICLR 2025
Reframing Structure-Based Drug Design Model Evaluation via Metrics Correlated to Practical Needs
ICLR 2025
SCE: Semantic Consistency Enhanced Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning
EMNLP 2025
CurBench: Curriculum Learning Benchmark
ICML 2024
Rethinking Specificity in SBDD: Leveraging Delta Score and Energy-Guided Diffusion
ICML 2024
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning
ICML 2024