Yanwen Huang
7 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICML (3)
ICLR (2)
ACL (1)
EMNLP (1)
Top co-authors
Keywords
reinforcement learning
(1)
uncertainty quantification
(1)
attention mechanism
(1)
semantic consistency
(1)
reward function
(1)
knowledge graph
(1)
hallucination mitigation
(1)
uncertainty estimation
(1)
multi-hop reasoning
(1)
reasoning path
(1)
large language model
(1)
token-level uncertainty
(1)
context faithfulness
(1)
context decoding
(1)
Papers
Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models
ACL 2025
SCE: Semantic Consistency Enhanced Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning
EMNLP 2025
Reframing Structure-Based Drug Design Model Evaluation via Metrics Correlated to Practical Needs
ICLR 2025
Redefining the task of Bioactivity Prediction
ICLR 2025
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning
ICML 2024
Rethinking Specificity in SBDD: Leveraging Delta Score and Energy-Guided Diffusion
ICML 2024
CurBench: Curriculum Learning Benchmark
ICML 2024