Yuanfeng Song
18 papers · 2019–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (43) π Academic Marathon Β· Sprint π Keyword Champion (2)
ποΈ
Keyword Collector
(84)
β‘
Prolific Year Β· Prolific
π
Renaissance Researcher
(7)
π
Trend Setter
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(11)
Machine Learning
(11)
Natural Language Processing
(8)
Core AI
(8)
Application Areas
(6)
Speech & Audio
(4)
Applications
(4)
Learning Paradigms
(4)
Learning Types Β· Machine Learning
(4)
Deep Learning
(3)
Generation
(3)
Recognition
(3)
Resources & Methods
(3)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Keywords
large language model
(8)
knowledge distillation
(4)
small language model
(3)
automatic speech recognition
(3)
federated learning
(3)
model compression
(2)
chinese language
(2)
electronic health record
(2)
data visualization
(2)
reinforcement learning
(1)
knowledge transfer
(1)
logical reasoning
(1)
model quantization
(1)
multilingual nlp
(1)
graph matching
(1)
transfer learning
(1)
deep reinforcement learning
(1)
chain-of-thought reasoning
(1)
dialogue generation
(1)
question answering
(1)
Papers
FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion
ACL 2026
UniDataBench: Evaluating Data Analytics Agents Across Structured and Unstructured Data
ACL 2026
ASR-EC Benchmark: Evaluating Large Language Models on Chinese ASR Error Correction
EMNLP 2025
Deduction with Induction: Combining Knowledge Discovery and Reasoning for Interpretable Deep Reinforcement Learning
IJCAI 2025
Dial-In LLM: Human-Aligned LLM-in-the-loop Intent Clustering for Customer Service Dialogues
EMNLP 2025
Efficient Data Labeling by Hierarchical Crowdsourcing with Large Language Models
COLING 2025
FedCoT: Federated Chain-of-Thought Distillation for Large Language Models
EMNLP 2025
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models
COLING 2025
Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward
EMNLP 2025
HealthLens: A Natural Language Querying System for Interactive Visualization of Electronic Health Records
IJCAI 2025
MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation
ACL 2025
PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation
EMNLP 2025
SSPNet: Leveraging Robust Medication Recommendation with History and Knowledge
IJCAI 2025
Automatic Data Visualization Generation from Chinese Natural Language Questions
COLING 2024
InfantCryNet: A Data-driven Framework for Intelligent Analysis of Infant Cries
ACML 2024
Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech
EMNLP 2019
DAL: Dual Adversarial Learning for Dialogue Generation
NAACL 2019
Topic-Aware Dialogue Speech Recognition with Transfer Learning
Interspeech 2019