Yuanfeng Song

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 46

Top Topics

Speech Recognition

Data Visualization

Top Venues

Publications

Huahang Li, Shuangyin Li, Fei Hao, Chen Jason Zhang, Yuanfeng Song, Lei Chen
BoostER: Leveraging Large Language Models for Enhancing Entity Resolution. WWW (Companion Volume) (2024)
Tao Fan, Yan Kang, Weijing Chen, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang
PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models. CoRR (2024)
Jinwei Lu, Yuanfeng Song, Haodi Zhang, Chen Zhang, Raymond Chi-Wing Wong
Towards Robustness of Text-to-Visualization Translation against Lexical and Phrasal Variability. CoRR (2024)
Yuanfeng Song, Jinwei Lu, Xuefang Zhao, Raymond Chi-Wing Wong, Haodi Zhang
Demonstration of FeVisQA: Free-Form Question Answering over Data Visualization. ICDE (2024)
Yixin Chen, Di Jiang, Conghui Tan, Yuanfeng Song, Chen Jason Zhang, Lei Chen
Neural Moderation of ASMR Erotica Content in Social Networks. IEEE Trans. Knowl. Data Eng. 36 (1) (2024)
Yuanfeng Song, Raymond Chi-Wing Wong, Xuefang Zhao
Speech-to-SQL: toward speech-driven SQL query generation from natural language question. VLDB J. 33 (4) (2024)
Yan Ge, Victor Junqiu Wei, Yuanfeng Song, Chen Jason Zhang, Raymond Chi-Wing Wong
Automatic Data Visualization Generation from Chinese Natural Language Questions. LREC/COLING (2024)
Huahang Li, Longyu Feng, Shuangyin Li, Fei Hao, Chen Jason Zhang, Yuanfeng Song, Lei Chen
On Leveraging Large Language Models for Enhancing Entity Resolution. CoRR (2024)
Huahang Li, Shuangyin Li, Fei Hao, Chen Jason Zhang, Yuanfeng Song, Lei Chen
BoostER: Leveraging Large Language Models for Enhancing Entity Resolution. CoRR (2024)
Tao Fan, Guoqiang Ma, Yan Kang, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models. CoRR (2024)
Shuaimin Li, Xuanang Chen, Yuanfeng Song, Yunze Song, Chen Zhang
Prompt4Vis: Prompting Large Language Models with Example Mining and Schema Filtering for Tabular Data Visualization. CoRR (2024)
Yuanfeng Song, Xuefang Zhao, Raymond Chi-Wing Wong
Marrying Dialogue Systems with Data Visualization: Interactive Data Visualization Generation from Natural Language Conversations. KDD (2024)
Haodi Zhang, Jiahong Li, Yichi Wang, Yuanfeng Song
Integrating Automated Knowledge Extraction with Large Language Models for Explainable Medical Decision-Making. BIBM (2023)
Yan Ge, Victor Junqiu Wei, Yuanfeng Song, Chen Jason Zhang, Raymond Chi-Wing Wong
Automatic Data Visualization Generation from Chinese Natural Language Questions. CoRR (2023)
Xueyang Wu, Di Jiang, Yuanfeng Song, Qian Xu, Qiang Yang
Enhance Mono-modal Sentiment Classification with Federated Cross-modal Transfer. IEEE Data Eng. Bull. 46 (1) (2023)
Yuanfeng Song, Xiaoling Huang, Xuefang Zhao, Raymond Chi-Wing Wong
Natural Language Generation Meets Data Visualization: Vis-to-Text and its Duality with Text-to-Vis. ICDM (2023)
Yuanfeng Song, Yuanqin He, Xuefang Zhao, Hanlin Gu, Di Jiang, Haijun Yang, Lixin Fan, Qiang Yang
A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models. CoRR (2023)
Chen Jason Zhang, Haodi Zhang, Qifan Li, Kaishun Wu, Di Jiang, Yuanfeng Song, Peiguang Lin, Lei Chen
Burstiness-Aware Web Search Analysis on Different Levels of Evidences. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Yuanfeng Song, Xuefang Zhao, Raymond Chi-Wing Wong
Marrying Dialogue Systems with Data Visualization: Interactive Data Visualization Generation from Natural Language Conversations. CoRR (2023)
Weixu Zhang, Yifei Wang, Yuanfeng Song, Victor Junqiu Wei, Yuxing Tian, Yiyan Qi, Jonathan H. Chan, Raymond Chi-Wing Wong, Haiqin Yang
Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey. CoRR (2023)
Yuanfeng Song, Xiao-Dong Li, Danni Zhang, Shu Huan Fan, Dongsheng He
A New Cardinality Estimation Method Based on Graph Neural Networks. FAIML (2023)
Yuanfeng Song, Rongzhong Lian, Yixin Chen, Di Jiang, Xuefang Zhao, Conghui Tan, Qian Xu, Raymond Chi-Wing Wong
A Platform for Deploying the TFE Ecosystem of Automatic Speech Recognition. ACM Multimedia (2022)
Yuanfeng Song, Shuhuan Fan, Jiaxin Xu, Jianming Liao
A Novel Hot-cold Data Identification Mechanism Based on Multidimensional Data. DSIT (2022)
Yuanfeng Song, Raymond Chi-Wing Wong, Xuefang Zhao, Di Jiang
Speech-to-SQL: Towards Speech-driven SQL Query Generation From Natural Language Question. CoRR (2022)
Yuanfeng Song, Xuefang Zhao, Raymond Chi-Wing Wong, Di Jiang
RGVisNet: A Hybrid Retrieval-Generation Neural Framework Towards Automatic Data Visualization Generation. KDD (2022)
Yuanfeng Song, Raymond Chi-Wing Wong, Xuefang Zhao, Di Jiang
VoiceQuerySystem: A Voice-driven Database Querying System Using Natural Language Questions. SIGMOD Conference (2022)
Lei Zhao, Haonan Zhang, Xiangpeng Li, Sen Yang, Yuanfeng Song
You should know more: Learning external knowledge for visual dialog. Neurocomputing 488 (2022)
Yuanfeng Song, Danni Zhang, Xiaodong Li, Kunming Luo, Jianming Liao
A Novel Data Cleaning Framework Based on Knowledge Graph. BigCom (2022)
Di Jiang, Yongxin Tong, Yuanfeng Song, Xueyang Wu, Weiwei Zhao, Jinhua Peng, Rongzhong Lian, Qian Xu, Qiang Yang
Industrial Federated Topic Modeling. ACM Trans. Intell. Syst. Technol. 12 (1) (2021)
Di Jiang, Conghui Tan, Jinhua Peng, Chaotao Chen, Xueyang Wu, Weiwei Zhao, Yuanfeng Song, Yongxin Tong, Chang Liu, Qian Xu, Qiang Yang, Li Deng
A GDPR-compliant Ecosystem for Speech Recognition with Transfer, Federated, and Evolutionary Learning. ACM Trans. Intell. Syst. Technol. 12 (3) (2021)
Yuanfeng Song, Xiaoling Huang, Xuefang Zhao, Di Jiang, Raymond Chi-Wing Wong
Multimodal N-best List Rescoring with Weakly Supervised Pre-training in Hybrid Speech Recognition. ICDM (2021)
Yuanfeng Song, Di Jiang, Xuefang Zhao, Qian Xu, Raymond Chi-Wing Wong, Lixin Fan, Qiang Yang
L2RS: A Learning-to-Rescore Mechanism for Hybrid Speech Recognition. ACM Multimedia (2021)
Yangqian Wang, Yuanfeng Song, Di Jiang, Ye Ding, Xuan Wang, Yang Liu, Qing Liao
FedSP: Federated Speaker Verification with Personal Privacy Preservation. ICA3PP (3) (2021)
Yuanfeng Song, Di Jiang, Xuefang Zhao, Xiaoling Huang, Qian Xu, Raymond Chi-Wing Wong, Qiang Yang
SmartMeeting: Automatic Meeting Transcription and Summarization for In-Person Conversations. ACM Multimedia (2021)
Yuanfeng Song, Xuefang Zhao, Di Jiang, Xiaoling Huang, Weiwei Zhao, Qian Xu, Raymond Chi-Wing Wong, Qiang Yang
SmartSales: An AI-Powered Telemarketing Coaching System in FinTech. ACM Multimedia (2021)
Di Jiang, Yuanfeng Song, Rongzhong Lian, Siqi Bao, Jinhua Peng, Huang He, Hua Wu, Chen Zhang, Lei Chen
Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering. DASFAA (3) (2021)
Yuanfeng Song, Di Jiang, Xiaoling Huang, Yawen Li, Qian Xu, Raymond Chi-Wing Wong, Qiang Yang
GoldenRetriever: A Speech Recognition System Powered by Modern Information Retrieval. ACM Multimedia (2020)
Conghui Tan, Di Jiang, Huaxiao Mo, Jinhua Peng, Yongxin Tong, Weiwei Zhao, Chaotao Chen, Rongzhong Lian, Yuanfeng Song, Qian Xu
Federated Acoustic Model Optimization for Automatic Speech Recognition. DASFAA (3) (2020)
Yuanfeng Song, Yongxin Tong, Siqi Bao, Di Jiang, Hua Wu, Raymond Chi-Wing Wong
TopicOcean: An Ever-Increasing Topic Model With Meta-learning. ICDM (2020)
Di Jiang, Yuanfeng Song, Yongxin Tong, Xueyang Wu, Weiwei Zhao, Qian Xu, Qiang Yang
Federated Topic Modeling. CIKM (2019)
Shaobo Cui, Rongzhong Lian, Di Jiang, Yuanfeng Song, Siqi Bao, Yong Jiang
DAL: Dual Adversarial Learning for Dialogue Generation. CoRR (2019)
Yuanfeng Song, Di Jiang, Weiwei Zhao, Qian Xu, Raymond Chi-Wing Wong, Qiang Yang
Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech. EMNLP/IJCNLP (3) (2019)
Yuanfeng Song, Di Jiang, Xueyang Wu, Qian Xu, Raymond Chi-Wing Wong, Qiang Yang
Topic-Aware Dialogue Speech Recognition with Transfer Learning. INTERSPEECH (2019)
Yuanfeng Song, Di Jiang, Xuefang Zhao, Qian Xu, Raymond Chi-Wing Wong, Lixin Fan, Qiang Yang
L2RS: A Learning-to-Rescore Mechanism for Automatic Speech Recognition. CoRR (2019)
Di Jiang, Yuanfeng Song, Rongzhong Lian, Siqi Bao, Jinhua Peng, Huang He, Hua Wu
Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering. CoRR (2018)
Di Jiang, Yongxin Tong, Yuanfeng Song
Cross-Lingual Topic Discovery From Multilingual Search Engine Query Log. ACM Trans. Inf. Syst. 35 (2) (2016)
Yuanfeng Song, Wilfred Ng, Kenneth Wai-Ting Leung, Qiong Fang
SFP-Rank: significant frequent pattern analysis for effective ranking. Knowl. Inf. Syst. 43 (3) (2015)
Yuanfeng Song, Kenneth Wai-Ting Leung, Qiong Fang, Wilfred Ng
FP-Rank: An Effective Ranking Approach Based on Frequent Pattern Analysis. DASFAA (2) (2013)
Ting Liu, Xiaohong Guan, Qinghua Zheng, Ke Lu, Yuanfeng Song, Weizhan Zhang
Prototype Demonstration: Trojan Detection and Defense System. CCNC (2009)