Yuanfeng Song

According to our database, Yuanfeng Song authored at least 52 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey.

Weixu Zhang, Yifei Wang, Yuanfeng Song, Victor Junqiu Wei, Yuxing Tian, Yiyan Qi, Jonathan H. Chan, Raymond Chi-Wing Wong, Haiqin Yang

IEEE Trans. Knowl. Data Eng., November, 2024

Speech-to-SQL: toward speech-driven SQL query generation from natural language question.

Yuanfeng Song, Raymond Chi-Wing Wong, Xuefang Zhao

VLDB J., July, 2024

A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models.

Yuanfeng Song, Yuanqin He, Xuefang Zhao, Hanlin Gu, Di Jiang, Haijun Yang, Lixin Fan

J. Comput. Sci. Technol., July, 2024

Neural Moderation of ASMR Erotica Content in Social Networks.

Yixin Chen, Di Jiang, Conghui Tan, Yuanfeng Song, Chen Jason Zhang, Lei Chen

IEEE Trans. Knowl. Data Eng., January, 2024

Mind Your Questions! Towards Backdoor Attacks on Text-to-Visualization Models.

Shuaimin Li, Yuanfeng Song, Xuanang Chen, Anni Peng, Zhuoyue Wan, Chen Jason Zhang, Raymond Chi-Wing Wong

CoRR, 2024

Neural-Bayesian Program Learning for Few-shot Dialogue Intent Parsing.

Mengze Hong, Di Jiang, Yuanfeng Song, Chen Jason Zhang

CoRR, 2024

InfantCryNet: A Data-driven Framework for Intelligent Analysis of Infant Cries.

Mengze Hong, Chen Jason Zhang, Lingxiao Yang, Yuanfeng Song, Di Jiang

CoRR, 2024

DataVisT5: A Pre-trained Language Model for Jointly Understanding Text and Data Visualization.

Zhuoyue Wan, Yuanfeng Song, Shuaimin Li, Chen Jason Zhang, Raymond Chi-Wing Wong

CoRR, 2024

PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models.

Tao Fan, Yan Kang, Weijing Chen, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang

CoRR, 2024

FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models.

Tao Fan, Guoqiang Ma, Yan Kang, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang

CoRR, 2024

Towards Robustness of Text-to-Visualization Translation against Lexical and Phrasal Variability.

Jinwei Lu, Yuanfeng Song, Haodi Zhang, Chen Zhang, Raymond Chi-Wing Wong

CoRR, 2024

Prompt4Vis: Prompting Large Language Models with Example Mining and Schema Filtering for Tabular Data Visualization.

Shuaimin Li, Xuanang Chen, Yuanfeng Song, Yunze Song, Chen Zhang

CoRR, 2024

On Leveraging Large Language Models for Enhancing Entity Resolution.

Huahang Li, Longyu Feng, Shuangyin Li, Fei Hao, Chen Jason Zhang, Yuanfeng Song, Lei Chen

CoRR, 2024

BoostER: Leveraging Large Language Models for Enhancing Entity Resolution.

Huahang Li, Shuangyin Li, Fei Hao, Chen Jason Zhang, Yuanfeng Song, Lei Chen

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Marrying Dialogue Systems with Data Visualization: Interactive Data Visualization Generation from Natural Language Conversations.

Yuanfeng Song, Xuefang Zhao, Raymond Chi-Wing Wong

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Demonstration of FeVisQA: Free-Form Question Answering over Data Visualization.

Yuanfeng Song, Jinwei Lu, Xuefang Zhao, Raymond Chi-Wing Wong, Haodi Zhang

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Automatic Data Visualization Generation from Chinese Natural Language Questions.

Yan Ge, Victor Junqiu Wei, Yuanfeng Song, Chen Jason Zhang, Raymond Chi-Wing Wong

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Burstiness-Aware Web Search Analysis on Different Levels of Evidences.

Chen Jason Zhang, Haodi Zhang, Qifan Li, Kaishun Wu, Di Jiang, Yuanfeng Song, Peiguang Lin, Lei Chen

IEEE Trans. Knowl. Data Eng., March, 2023

Enhance Mono-modal Sentiment Classification with Federated Cross-modal Transfer.

Xueyang Wu, Di Jiang, Yuanfeng Song, Qian Xu, Qiang Yang

IEEE Data Eng. Bull., 2023

A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models.

Yuanfeng Song, Yuanqin He, Xuefang Zhao, Hanlin Gu, Di Jiang, Haijun Yang, Lixin Fan, Qiang Yang

CoRR, 2023

Natural Language Generation Meets Data Visualization: Vis-to-Text and its Duality with Text-to-Vis.

Yuanfeng Song, Xiaoling Huang, Xuefang Zhao, Raymond Chi-Wing Wong

Proceedings of the IEEE International Conference on Data Mining, 2023

A New Cardinality Estimation Method Based on Graph Neural Networks.

Yuanfeng Song, Xiao-Dong Li, Danni Zhang, Shu Huan Fan, Dongsheng He

Proceedings of the International Conference on Frontiers of Artificial Intelligence and Machine Learning, 2023

Integrating Automated Knowledge Extraction with Large Language Models for Explainable Medical Decision-Making.

Haodi Zhang, Jiahong Li, Yichi Wang, Yuanfeng Song

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Probabilistic Topic Models - Foundation and Application

Di Jiang, Chen Zhang, Yuanfeng Song

Springer, ISBN: 978-981-99-2430-1, 2023

2022

You should know more: Learning external knowledge for visual dialog.

Lei Zhao, Haonan Zhang, Xiangpeng Li, Sen Yang, Yuanfeng Song

Neurocomputing, 2022

Speech-to-SQL: Towards Speech-driven SQL Query Generation From Natural Language Question.

Yuanfeng Song, Raymond Chi-Wing Wong, Xuefang Zhao, Di Jiang

CoRR, 2022

VoiceQuerySystem: A Voice-driven Database Querying System Using Natural Language Questions.

Yuanfeng Song, Raymond Chi-Wing Wong, Xuefang Zhao, Di Jiang

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

A Platform for Deploying the TFE Ecosystem of Automatic Speech Recognition.

Yuanfeng Song, Rongzhong Lian, Yixin Chen, Di Jiang, Xuefang Zhao, Conghui Tan, Qian Xu, Raymond Chi-Wing Wong

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

RGVisNet: A Hybrid Retrieval-Generation Neural Framework Towards Automatic Data Visualization Generation.

Yuanfeng Song, Xuefang Zhao, Raymond Chi-Wing Wong, Di Jiang

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

A Novel Hot-cold Data Identification Mechanism Based on Multidimensional Data.

Yuanfeng Song, Shu Huan Fan, Jiaxin Xu, Jianming Liao

Proceedings of the 5th International Conference on Data Science and Information Technology, 2022

A Novel Data Cleaning Framework Based on Knowledge Graph.

Yuanfeng Song, Danni Zhang, Xiaodong Li, Kunming Luo, Jianming Liao

Proceedings of the 8th International Conference on Big Data Computing and Communications, 2022

2021

Industrial Federated Topic Modeling.

Di Jiang, Yongxin Tong, Yuanfeng Song, Xueyang Wu, Weiwei Zhao, Jinhua Peng, Rongzhong Lian, Qian Xu, Qiang Yang

ACM Trans. Intell. Syst. Technol., 2021

A GDPR-compliant Ecosystem for Speech Recognition with Transfer, Federated, and Evolutionary Learning.

Di Jiang, Conghui Tan, Jinhua Peng, Chaotao Chen, Xueyang Wu, Weiwei Zhao, Yuanfeng Song, Yongxin Tong, Chang Liu, Qian Xu, Qiang Yang, Li Deng

ACM Trans. Intell. Syst. Technol., 2021

SmartSales: An AI-Powered Telemarketing Coaching System in FinTech.

Yuanfeng Song, Xuefang Zhao, Di Jiang, Xiaoling Huang, Weiwei Zhao, Qian Xu, Raymond Chi-Wing Wong, Qiang Yang

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

SmartMeeting: Automatic Meeting Transcription and Summarization for In-Person Conversations.

Yuanfeng Song, Di Jiang, Xuefang Zhao, Xiaoling Huang, Qian Xu, Raymond Chi-Wing Wong, Qiang Yang

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

L2RS: A Learning-to-Rescore Mechanism for Hybrid Speech Recognition.

Yuanfeng Song, Di Jiang, Xuefang Zhao, Qian Xu, Raymond Chi-Wing Wong, Lixin Fan, Qiang Yang

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Multimodal N-best List Rescoring with Weakly Supervised Pre-training in Hybrid Speech Recognition.

Yuanfeng Song, Xiaoling Huang, Xuefang Zhao, Di Jiang, Raymond Chi-Wing Wong

Proceedings of the IEEE International Conference on Data Mining, 2021

FedSP: Federated Speaker Verification with Personal Privacy Preservation.

Yangqian Wang, Yuanfeng Song, Di Jiang, Ye Ding, Xuan Wang, Yang Liu, Qing Liao

Proceedings of the Algorithms and Architectures for Parallel Processing, 2021

Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering.

Di Jiang, Yuanfeng Song, Rongzhong Lian, Siqi Bao, Jinhua Peng, Huang He, Hua Wu, Chen Zhang, Lei Chen

Proceedings of the Database Systems for Advanced Applications, 2021

2020

GoldenRetriever: A Speech Recognition System Powered by Modern Information Retrieval.

Yuanfeng Song, Di Jiang, Xiaoling Huang, Yawen Li, Qian Xu, Raymond Chi-Wing Wong, Qiang Yang

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

TopicOcean: An Ever-Increasing Topic Model With Meta-learning.

Yuanfeng Song, Yongxin Tong, Siqi Bao, Di Jiang, Hua Wu, Raymond Chi-Wing Wong

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Federated Acoustic Model Optimization for Automatic Speech Recognition.

Conghui Tan, Di Jiang, Huaxiao Mo, Jinhua Peng, Yongxin Tong, Weiwei Zhao, Chaotao Chen, Rongzhong Lian, Yuanfeng Song, Qian Xu

Proceedings of the Database Systems for Advanced Applications, 2020

2019

L2RS: A Learning-to-Rescore Mechanism for Automatic Speech Recognition.

Yuanfeng Song, Di Jiang, Xuefang Zhao, Qian Xu, Raymond Chi-Wing Wong, Lixin Fan, Qiang Yang

CoRR, 2019

DAL: Dual Adversarial Learning for Dialogue Generation.

Shaobo Cui, Rongzhong Lian, Di Jiang, Yuanfeng Song, Siqi Bao, Yong Jiang

CoRR, 2019

Topic-Aware Dialogue Speech Recognition with Transfer Learning.

Yuanfeng Song, Di Jiang, Xueyang Wu, Qian Xu, Raymond Chi-Wing Wong, Qiang Yang

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech.

Yuanfeng Song, Di Jiang, Weiwei Zhao, Qian Xu, Raymond Chi-Wing Wong, Qiang Yang

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Federated Topic Modeling.

Di Jiang, Yuanfeng Song, Yongxin Tong, Xueyang Wu, Weiwei Zhao, Qian Xu, Qiang Yang

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering.

Di Jiang, Yuanfeng Song, Rongzhong Lian, Siqi Bao, Jinhua Peng, Huang He, Hua Wu

CoRR, 2018

2016

Cross-Lingual Topic Discovery From Multilingual Search Engine Query Log.

Di Jiang, Yongxin Tong, Yuanfeng Song

ACM Trans. Inf. Syst., 2016

2015

SFP-Rank: significant frequent pattern analysis for effective ranking.

Yuanfeng Song, Wilfred Ng, Kenneth Wai-Ting Leung, Qiong Fang

Knowl. Inf. Syst., 2015

2013

FP-Rank: An Effective Ranking Approach Based on Frequent Pattern Analysis.

Yuanfeng Song, Kenneth Wai-Ting Leung, Qiong Fang, Wilfred Ng

Proceedings of the Database Systems for Advanced Applications, 2013

2009

Prototype Demonstration: Trojan Detection and Defense System.

Ting Liu, Xiaohong Guan, Qinghua Zheng, Ke Lu, Yuanfeng Song, Weizhan Zhang

Proceedings of the 6th IEEE Consumer Communications and Networking Conference, 2009