Qiyuan Chen
5 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Core AI · Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Application Areas
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
knowledge distillation
(2)
representation learning
(1)
semi-supervised learning
(1)
preference learning
(1)
direct preference optimization
(1)
diverse sampling
(1)
maximum mean discrepancy
(1)
representative sampling
(1)
generative model
(1)
sample selection
(1)
variational autoencoder
(1)
small language model
(1)
large language model
(1)
graph neural network
(1)
reasoning distillation
(1)
energy prediction
(1)
interpretable evaluation
(1)
radial distribution function
(1)
metallic glass
(1)
vision-language reward model
(1)
Papers
Learning What Matters: Dynamic Dimension Selection and Aggregation for Interpretable Vision-Language Reward Modeling
ACL 2026
Physical-regularized Hierarchical Generative Model for Metallic Glass Structural Generation and Energy Prediction
AAAI 2026
Icon2: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation
EMNLP 2025
Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection
NeurIPS 2024
Mind’s Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models
NAACL 2024