Prototype Demonstration: Trojan Detection and Defense System. - Ting Liu 002; Xiaohong Guan; Qinghua Zheng; Ke Lu; Yuanfeng Song; Weizhan Zhang (CCNC, 2009)

FP-Rank: An Effective Ranking Approach Based on Frequent Pattern Analysis. - Yuanfeng Song; Kenneth Wai-Ting Leung; Qiong Fang; Wilfred Ng (DASFAA (2), 2013)

SFP-Rank: significant frequent pattern analysis for effective ranking. - Yuanfeng Song; Wilfred Ng; Kenneth Wai-Ting Leung; Qiong Fang (Knowl. Inf. Syst., 2015)

Cross-Lingual Topic Discovery From Multilingual Search Engine Query Log. - Di Jiang; Yongxin Tong; Yuanfeng Song (ACM Trans. Inf. Syst., 2016)

Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering. - Di Jiang; Yuanfeng Song; Rongzhong Lian; Siqi Bao; Jinhua Peng; Huang He; Hua Wu 003 (CoRR, 2018)

Federated Topic Modeling. - Di Jiang; Yuanfeng Song; Yongxin Tong; Xueyang Wu 001; Weiwei Zhao; Qian Xu 005; Qiang Yang 001 (CIKM, 2019)

Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech. - Yuanfeng Song; Di Jiang; Weiwei Zhao; Qian Xu 005; Raymond Chi-Wing Wong; Qiang Yang 001 (EMNLP/IJCNLP (3), 2019)

Topic-Aware Dialogue Speech Recognition with Transfer Learning. - Yuanfeng Song; Di Jiang; Xueyang Wu 001; Qian Xu 005; Raymond Chi-Wing Wong; Qiang Yang 001 (INTERSPEECH, 2019)

DAL: Dual Adversarial Learning for Dialogue Generation. - Shaobo Cui 003; Rongzhong Lian; Di Jiang; Yuanfeng Song; Siqi Bao; Yong Jiang 001 (CoRR, 2019)

L2RS: A Learning-to-Rescore Mechanism for Automatic Speech Recognition. - Yuanfeng Song; Di Jiang; Xuefang Zhao; Qian Xu 005; Raymond Chi-Wing Wong; Lixin Fan; Qiang Yang 001 (CoRR, 2019)

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 005 (DASFAA (3), 2020)

TopicOcean: An Ever-Increasing Topic Model With Meta-learning. - Yuanfeng Song; Yongxin Tong; Siqi Bao; Di Jiang; Hua Wu 003; Raymond Chi-Wing Wong (ICDM, 2020)

GoldenRetriever: A Speech Recognition System Powered by Modern Information Retrieval. - Yuanfeng Song; Di Jiang; Xiaoling Huang; Yawen Li 001; Qian Xu 005; Raymond Chi-Wing Wong; Qiang Yang 001 (ACM Multimedia, 2020)

Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering. - Di Jiang; Yuanfeng Song; Rongzhong Lian; Siqi Bao; Jinhua Peng; Huang He; Hua Wu 003; Chen Zhang 013; Lei Chen 002 (DASFAA (3), 2021)

FedSP: Federated Speaker Verification with Personal Privacy Preservation. - Yangqian Wang; Yuanfeng Song; Di Jiang; Ye Ding 002; Xuan Wang 002; Yang Liu 039; Qing Liao 001 (ICA3PP (3), 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 (ICDM, 2021)

L2RS: A Learning-to-Rescore Mechanism for Hybrid Speech Recognition. - Yuanfeng Song; Di Jiang; Xuefang Zhao; Qian Xu 005; Raymond Chi-Wing Wong; Lixin Fan; Qiang Yang 001 (ACM Multimedia, 2021)

SmartMeeting: Automatic Meeting Transcription and Summarization for In-Person Conversations. - Yuanfeng Song; Di Jiang; Xuefang Zhao; Xiaoling Huang; Qian Xu 005; Raymond Chi-Wing Wong; Qiang Yang 001 (ACM Multimedia, 2021)

SmartSales: An AI-Powered Telemarketing Coaching System in FinTech. - Yuanfeng Song; Xuefang Zhao; Di Jiang; Xiaoling Huang; Weiwei Zhao; Qian Xu 005; Raymond Chi-Wing Wong; Qiang Yang 001 (ACM Multimedia, 2021)

A GDPR-compliant Ecosystem for Speech Recognition with Transfer, Federated, and Evolutionary Learning. - Di Jiang; Conghui Tan; Jinhua Peng; Chaotao Chen; Xueyang Wu 001; Weiwei Zhao; Yuanfeng Song; Yongxin Tong; Chang Liu 069; Qian Xu 005; Qiang Yang 001; Li Deng (ACM Trans. Intell. Syst. Technol., 2021)

Industrial Federated Topic Modeling. - Di Jiang; Yongxin Tong; Yuanfeng Song; Xueyang Wu 001; Weiwei Zhao; Jinhua Peng; Rongzhong Lian; Qian Xu 005; Qiang Yang 001 (ACM Trans. Intell. Syst. Technol., 2021)

A Novel Data Cleaning Framework Based on Knowledge Graph. - Yuanfeng Song; Danni Zhang; Xiaodong Li; Kunming Luo; Jianming Liao (BigCom, 2022)

A Novel Hot-cold Data Identification Mechanism Based on Multidimensional Data. - Yuanfeng Song; Shu Huan Fan; Jiaxin Xu; Jianming Liao (DSIT, 2022)

RGVisNet: A Hybrid Retrieval-Generation Neural Framework Towards Automatic Data Visualization Generation. - Yuanfeng Song; Xuefang Zhao; Raymond Chi-Wing Wong; Di Jiang (KDD, 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 005; Raymond Chi-Wing Wong (ACM Multimedia, 2022)

VoiceQuerySystem: A Voice-driven Database Querying System Using Natural Language Questions. - Yuanfeng Song; Raymond Chi-Wing Wong; Xuefang Zhao; Di Jiang (SIGMOD Conference, 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)

You should know more: Learning external knowledge for visual dialog. - Lei Zhao; Haonan Zhang; Xiangpeng Li; Sen Yang; Yuanfeng Song (Neurocomputing, 2022)

Probabilistic Topic Models - Foundation and Application - Di Jiang; Chen Zhang 013; Yuanfeng Song (Springer, 2023)

Integrating Automated Knowledge Extraction with Large Language Models for Explainable Medical Decision-Making. - Haodi Zhang; Jiahong Li; Yichi Wang 004; Yuanfeng Song (BIBM, 2023)

A New Cardinality Estimation Method Based on Graph Neural Networks. - Yuanfeng Song; Xiao-Dong Li; Danni Zhang; Shu Huan Fan; Dongsheng He (FAIML, 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 (ICDM, 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 001 (CoRR, 2023)

Enhance Mono-modal Sentiment Classification with Federated Cross-modal Transfer. - Xueyang Wu 001; Di Jiang; Yuanfeng Song; Qian Xu 005; Qiang Yang 001 (IEEE Data Eng. Bull., 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 002 (IEEE Trans. Knowl. Data Eng., 2023)

InfantCryNet: A Data-driven Framework for Intelligent Analysis of Infant Cries. - Mengze Hong; Chen Jason Zhang; Lingxiao Yang; Yuanfeng Song; Di Jiang (ACML, 2024)

Automatic SQL Query Generation from Code Switched Natural Language Questions on Electronic Medical Records. - Haodi Zhang; Jinyin Nie; Zeming Liu; Dong Lei; Yuanfeng Song (BIBM, 2024)

Automatic Data Visualization Generation from Chinese Natural Language Questions. - Yan Ge; Victor Junqiu Wei; Yuanfeng Song; Chen Jason Zhang; Raymond Chi-Wing Wong (LREC/COLING, 2024)

Maintaining Cache Consistency in RDMA-based Distributed Key-Value storage System. - Zhuohan Hou; Qianyi Zheng; Yuanfeng Song; Xiaowen Nie (DSIT, 2024)

A Memory Optimization Method for High Cardinality Based on InfluxDB. - Zhuohan Hou; Qizhi Huang; Yuanfeng Song; Shuhuan Fan; Xiaowen Nie (ICBDT, 2024)

Demonstration of FeVisQA: Free-Form Question Answering over Data Visualization. - Yuanfeng Song; Jinwei Lu; Xuefang Zhao; Raymond Chi-Wing Wong; Haodi Zhang (ICDE, 2024)

Marrying Dialogue Systems with Data Visualization: Interactive Data Visualization Generation from Natural Language Conversations. - Yuanfeng Song; Xuefang Zhao; Raymond Chi-Wing Wong (KDD, 2024)

BoostER: Leveraging Large Language Models for Enhancing Entity Resolution. - Huahang Li; Shuangyin Li; Fei Hao; Chen Jason Zhang; Yuanfeng Song; Lei Chen 002 (WWW (Companion Volume), 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 002 (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 013 (CoRR, 2024)

Towards Robustness of Text-to-Visualization Translation against Lexical and Phrasal Variability. - Jinwei Lu; Yuanfeng Song; Haodi Zhang; Chen Zhang 013; Raymond Chi-Wing Wong (CoRR, 2024)

PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models. - Tao Fan 002; Yan Kang 001; Weijing Chen; Hanlin Gu; Yuanfeng Song; Lixin Fan; Kai Chen 005; Qiang Yang 001 (CoRR, 2024)

Neural-Bayesian Program Learning for Few-shot Dialogue Intent Parsing. - Mengze Hong; Di Jiang; Yuanfeng Song; Chen Jason Zhang (CoRR, 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)

Expanding Chatbot Knowledge in Customer Service: Context-Aware Similar Question Generation Using Large Language Models. - Mengze Hong; Yuanfeng Song; Di Jiang; Lu Wang; Zichang Guo; Chen Jason Zhang (CoRR, 2024)

ASR-EC Benchmark: Evaluating Large Language Models on Chinese ASR Error Correction. - Victor Junqiu Wei; Weicheng Wang; Di Jiang; Yuanfeng Song; Lu Wang (CoRR, 2024)

Dial-In LLM: Human-Aligned Dialogue Intent Clustering with LLM-in-the-loop. - Mengze Hong; Yuanfeng Song; Di Jiang; Wailing Ng; Yanjie Sun; Chen Jason Zhang (CoRR, 2024)

Neural Moderation of ASMR Erotica Content in Social Networks. - Yixin Chen; Di Jiang; Conghui Tan; Yuanfeng Song; Chen Jason Zhang; Lei Chen 002 (IEEE Trans. Knowl. Data Eng., 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., 2024)

Speech-to-SQL: toward speech-driven SQL query generation from natural language question. - Yuanfeng Song; Raymond Chi-Wing Wong; Xuefang Zhao (VLDB J., 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., 2024)

MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation. - Zhiqian Qin; Yuanfeng Song; Jinwei Lu; Yuanwei Song; Shuaimin Li; Chen Jason Zhang (ACL (Findings), 2025)

FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models. - Tao Fan 002; Guoqiang Ma; Yan Kang 001; Hanlin Gu; Yuanfeng Song; Lixin Fan; Kai Chen 005; Qiang Yang 001 (COLING, 2025)

Efficient Data Labeling by Hierarchical Crowdsourcing with Large Language Models. - Haodi Zhang; Junyu Yang; Jinyin Nie; Peirou Liang; Kaishun Wu; Defu Lian; Rui Mao 001; Yuanfeng Song (COLING, 2025)

Towards Robustness of Text-to-Visualization Translation Against Lexical and Phrasal Variability. - Jinwei Lu; Yuanfeng Song; Haodi Zhang; Chen Jason Zhang; Kaishun Wu; Raymond Chi-Wing Wong (ICDE, 2025)

FeVisQA: Free-Form Question Answering over Data Visualizations. - Yuanfeng Song; Jinwei Lu; Yuanwei Song; Caleb Chen Cao; Raymond Chi-Wing Wong; Haodi Zhang (ICDE, 2025)

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 (ICDE, 2025)

Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey (Extended Abstract). - Weixu Zhang; Yifei Wang; Yuanfeng Song; Victor Junqiu Wei; Yuxing Tian; Yiyan Qi; Jonathan H. Chan; Raymond Chi-Wing Wong; Haiqin Yang (ICDE, 2025)

HRLMS: A Data-Driven Hierarchical Reinforcement Learning System for Interactive Rule Intervention and Visualization. - Haodi Zhang; Xiangyu Zeng; Chen Zhang 013; Yuanfeng Song; Kaishun Wu (ICDE, 2025)

Natural Language to Overpass Query: A Multi-Step Approach Using Task Decomposition and Key-Value Correction. - Haodi Zhang; Xinrui Zhu; Xuan Wang 002; Yuanfeng Song; Hanlin Gu; Lin Ma (MDM, 2025)

Dual Learning Between Molecules and Natural Language. - Haodi Zhang; Yong Ding; Liang-Jie Zhang; Weicheng Wang; Yuanfeng Song; Di Jiang (PAKDD (2), 2025)

Prompt-Based Relation Extraction By Reasoning with Contextual Knowledge. - Haodi Zhang; Xinhe Zhang; Min Cai; Weicheng Wang; Yuanfeng Song (PAKDD (5), 2025)

Bridging the Gap: Enabling Natural Language Queries for NoSQL Databases through Text-to-NoSQL Translation. - Jinwei Lu; Yuanfeng Song; Zhiqian Qin; Haodi Zhang; Chen Zhang 013; Raymond Chi-Wing Wong (CoRR, 2025)

PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation. - Tao Fan 002; Guoqiang Ma; Yuanfeng Song; Lixin Fan; Kai Chen 005; Qiang Yang 001 (CoRR, 2025)

Text-to-TrajVis: Enabling Trajectory Data Visualizations from Natural Language Questions. - Tian Bai 002; Huiyan Ying; Kailong Suo; Junqiu Wei 001; Tao Fan; Yuanfeng Song (CoRR, 2025)

Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward. - Han Weng; Boyi Liu; Yuanfeng Song; Dun Zeng; Yingxiang Yang; Yi Zhan; Longjie Cui; Xiaoming Yin; Yang Sun (CoRR, 2025)

Towards Visualizing Electronic Medical Records via Natural Language Queries. - Haodi Zhang; Siqi Ning; Qiyong Zheng; Jinyin Nie; Liangjie Zhang; Weicheng Wang; Yuanfeng Song (CoRR, 2025)

prompt4vis: prompting large language models with example mining for tabular data visualization. - Shuaimin Li; Xuanang Chen; Yuanfeng Song; Yunze Song; Chen Jason Zhang; Fei Hao; Lei Chen 002 (VLDB J., 2025)