Kehua Feng
4 papers · 2025–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Deep Learning
(2)
Interdisciplinary
(2)
Natural Language Processing
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Science
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
large language model
(3)
preference learning
(1)
natural language generation
(1)
preference optimization
(1)
knowledge base
(1)
elo rating
(1)
spectral analysis
(1)
monte carlo tree search
(1)
knowledge graph
(1)
pairwise comparison
(1)
reward model
(1)
text embedding
(1)
evaluation metric
(1)
protein language model
(1)
human evaluation
(1)
test-time scaling
(1)
maximum discrepancy
(1)
sample-efficient evaluation
(1)
molecular structure elucidation
(1)
graph pruning
(1)
Papers
Boosting LLM’s Molecular Structure Elucidation with Knowledge Enhanced Tree Search Reasoning
ACL 2025
Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization
ACL 2025
SaMer: A Scenario-aware Multi-dimensional Evaluator for Large Language Models
ICLR 2025
Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition
ACL 2025