Yuanfeng Song
19 papers · 2019–2026 · 8 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Renaissance Researcher (9) πΊοΈ Taxonomy Completionist (41) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (8)
π
Academic Marathon
(6)
π
Cross-Pollinator
(10)
ποΈ
Keyword Collector
(74)
π
Century Club
(17)
β‘
Prolific Year
(11)
Conferences
EMNLP (6)
ACL (3)
COLING (3)
IJCAI (3)
ACML (1)
IJCNLP (1)
INTERSPEECH (1)
NAACL (1)
Top co-authors
Research topics
Keywords
large language model
(8)
automatic speech recognition
(4)
federated learning
(3)
small language model
(3)
knowledge distillation
(3)
language model adaptation
(2)
model compression
(2)
topic-based model
(2)
electronic health record
(2)
cache-based model
(2)
data visualization
(2)
conversational speech
(2)
chinese language
(2)
multilingual nlp
(1)
zero-shot learning
(1)
knowledge transfer
(1)
reinforcement learning
(1)
logical reasoning
(1)
response generation
(1)
graph matching
(1)
Papers
UniDataBench: Evaluating Data Analytics Agents Across Structured and Unstructured Data
ACL 2026
FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion
ACL 2026
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
ASR-EC Benchmark: Evaluating Large Language Models on Chinese ASR Error Correction
EMNLP 2025
MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation
ACL 2025
Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward
EMNLP 2025
Deduction with Induction: Combining Knowledge Discovery and Reasoning for Interpretable Deep Reinforcement Learning
IJCAI 2025
SSPNet: Leveraging Robust Medication Recommendation with History and Knowledge
IJCAI 2025
HealthLens: A Natural Language Querying System for Interactive Visualization of Electronic Health Records
IJCAI 2025
Dial-In LLM: Human-Aligned LLM-in-the-loop Intent Clustering for Customer Service Dialogues
EMNLP 2025
PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation
EMNLP 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
Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech
IJCNLP 2019
Topic-Aware Dialogue Speech Recognition with Transfer Learning
INTERSPEECH 2019