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2020 – today
- 2025
[c29]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. COLING 2025: 243-255- [c28]Haodi Zhang, Junyu Yang, Jinyin Nie, Peirou Liang, Kaishun Wu, Defu Lian, Rui Mao, Yuanfeng Song:
Efficient Data Labeling by Hierarchical Crowdsourcing with Large Language Models. COLING 2025: 11290-11303 - 2024
- [j11]Yuanfeng Song, Yuanqin He, Xuefang Zhao, Hanlin Gu, Di Jiang, Haijun Yang, Lixin Fan:
A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models. J. Comput. Sci. Technol. 39(4): 984-1004 (2024) - [j10]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): 275-280 (2024) - [j9]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. IEEE Trans. Knowl. Data Eng. 36(11): 6699-6718 (2024) - [j8]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): 1179-1201 (2024) - [c27]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: 1889-1898 - [c26]Zhuohan Hou, Qizhi Huang, Yuanfeng Song, Shuhuan Fan, Xiaowen Nie:
A Memory Optimization Method for High Cardinality Based on InfluxDB. ICBDT 2024: 51-57 - [c25]Yuanfeng Song, Jinwei Lu, Xuefang Zhao, Raymond Chi-Wing Wong, Haodi Zhang:
Demonstration of FeVisQA: Free-Form Question Answering over Data Visualization. ICDE 2024: 5417-5420 - [c24]Yuanfeng Song, Xuefang Zhao, Raymond Chi-Wing Wong:
Marrying Dialogue Systems with Data Visualization: Interactive Data Visualization Generation from Natural Language Conversations. KDD 2024: 2733-2744 - [c23]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: 1043-1046 - [i21]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 abs/2401.03426 (2024) - [i20]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 abs/2402.07909 (2024) - [i19]Huahang Li, Shuangyin Li, Fei Hao, Chen Jason Zhang, Yuanfeng Song, Lei Chen:
BoostER: Leveraging Large Language Models for Enhancing Entity Resolution. CoRR abs/2403.06434 (2024) - [i18]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 abs/2404.07135 (2024) - [i17]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 abs/2406.02224 (2024) - [i16]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 abs/2406.12403 (2024) - [i15]Zhuoyue Wan, Yuanfeng Song, Shuaimin Li, Chen Jason Zhang, Raymond Chi-Wing Wong:
DataVisT5: A Pre-trained Language Model for Jointly Understanding Text and Data Visualization. CoRR abs/2408.07401 (2024) - [i14]Mengze Hong, Chen Jason Zhang, Lingxiao Yang, Yuanfeng Song, Di Jiang:
InfantCryNet: A Data-driven Framework for Intelligent Analysis of Infant Cries. CoRR abs/2409.19689 (2024) - [i13]Mengze Hong, Di Jiang, Yuanfeng Song, Chen Jason Zhang:
Neural-Bayesian Program Learning for Few-shot Dialogue Intent Parsing. CoRR abs/2410.06190 (2024) - [i12]Shuaimin Li, Yuanfeng Song, Xuanang Chen, Anni Peng, Zhuoyue Wan, Chen Jason Zhang, Raymond Chi-Wing Wong:
Mind Your Questions! Towards Backdoor Attacks on Text-to-Visualization Models. CoRR abs/2410.06782 (2024) - [i11]Mengze Hong, Yuanfeng Song, Di Jiang, Lu Wang, Zichang Guo, Chen Jason Zhang:
Expanding Chatbot Knowledge in Customer Service: Context-Aware Similar Question Generation Using Large Language Models. CoRR abs/2410.12444 (2024) - [i10]Victor Junqiu Wei, Weicheng Wang, Di Jiang, Yuanfeng Song, Lu Wang:
ASR-EC Benchmark: Evaluating Large Language Models on Chinese ASR Error Correction. CoRR abs/2412.03075 (2024) - [i9]Mengze Hong, Yuanfeng Song, Di Jiang, Wailing Ng, Yanjie Sun, Chen Jason Zhang:
Dial-In LLM: Human-Aligned Dialogue Intent Clustering with LLM-in-the-loop. CoRR abs/2412.09049 (2024) - 2023
- [b1]Di Jiang, Chen Zhang, Yuanfeng Song:
Probabilistic Topic Models - Foundation and Application. Springer 2023, ISBN 978-981-99-2430-1, pp. 1-149 - [j7]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): 158-169 (2023) - [j6]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): 2341-2352 (2023) - [c22]Haodi Zhang, Jiahong Li, Yichi Wang, Yuanfeng Song:
Integrating Automated Knowledge Extraction with Large Language Models for Explainable Medical Decision-Making. BIBM 2023: 1710-1717 - [c21]Yuanfeng Song, Xiao-Dong Li, Danni Zhang, Shu Huan Fan, Dongsheng He:
A New Cardinality Estimation Method Based on Graph Neural Networks. FAIML 2023: 153-159 - [c20]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: 1337-1342 - [i8]Yuanfeng Song, Xuefang Zhao, Raymond Chi-Wing Wong:
Marrying Dialogue Systems with Data Visualization: Interactive Data Visualization Generation from Natural Language Conversations. CoRR abs/2307.16013 (2023) - [i7]Yan Ge, Victor Junqiu Wei, Yuanfeng Song, Chen Jason Zhang, Raymond Chi-Wing Wong:
Automatic Data Visualization Generation from Chinese Natural Language Questions. CoRR abs/2309.07650 (2023) - [i6]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 abs/2310.17894 (2023) - [i5]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 abs/2310.18358 (2023) - 2022
- [j5]Lei Zhao, Haonan Zhang, Xiangpeng Li, Sen Yang, Yuanfeng Song:
You should know more: Learning external knowledge for visual dialog. Neurocomputing 488: 54-65 (2022) - [c19]Yuanfeng Song, Danni Zhang, Xiaodong Li, Kunming Luo, Jianming Liao:
A Novel Data Cleaning Framework Based on Knowledge Graph. BigCom 2022: 350-355 - [c18]Yuanfeng Song, Shu Huan Fan, Jiaxin Xu, Jianming Liao:
A Novel Hot-cold Data Identification Mechanism Based on Multidimensional Data. DSIT 2022: 1-5 - [c17]Yuanfeng Song, Xuefang Zhao, Raymond Chi-Wing Wong, Di Jiang:
RGVisNet: A Hybrid Retrieval-Generation Neural Framework Towards Automatic Data Visualization Generation. KDD 2022: 1646-1655 - [c16]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: 6952-6954 - [c15]Yuanfeng Song, Raymond Chi-Wing Wong, Xuefang Zhao, Di Jiang:
VoiceQuerySystem: A Voice-driven Database Querying System Using Natural Language Questions. SIGMOD Conference 2022: 2385-2388 - [i4]Yuanfeng Song, Raymond Chi-Wing Wong, Xuefang Zhao, Di Jiang:
Speech-to-SQL: Towards Speech-driven SQL Query Generation From Natural Language Question. CoRR abs/2201.01209 (2022) - 2021
- [j4]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): 2:1-2:22 (2021) - [j3]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): 30:1-30:19 (2021) - [c14]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: 516-528 - [c13]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: 462-478 - [c12]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: 1336-1341 - [c11]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: 1157-1166 - [c10]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: 2774-2776 - [c9]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: 2777-2779 - 2020
- [c8]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: 771-774 - [c7]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: 1262-1267 - [c6]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: 4500-4502
2010 – 2019
- 2019
- [c5]Di Jiang, Yuanfeng Song, Yongxin Tong, Xueyang Wu, Weiwei Zhao, Qian Xu, Qiang Yang:
Federated Topic Modeling. CIKM 2019: 1071-1080 - [c4]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: 37-42 - [c3]Yuanfeng Song, Di Jiang, Xueyang Wu, Qian Xu, Raymond Chi-Wing Wong, Qiang Yang:
Topic-Aware Dialogue Speech Recognition with Transfer Learning. INTERSPEECH 2019: 829-833 - [i3]Shaobo Cui, Rongzhong Lian, Di Jiang, Yuanfeng Song, Siqi Bao, Yong Jiang:
DAL: Dual Adversarial Learning for Dialogue Generation. CoRR abs/1906.09556 (2019) - [i2]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 abs/1910.11496 (2019) - 2018
- [i1]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 abs/1808.03733 (2018) - 2016
- [j2]Di Jiang, Yongxin Tong, Yuanfeng Song:
Cross-Lingual Topic Discovery From Multilingual Search Engine Query Log. ACM Trans. Inf. Syst. 35(2): 9:1-9:28 (2016) - 2015
- [j1]Yuanfeng Song, Wilfred Ng, Kenneth Wai-Ting Leung, Qiong Fang:
SFP-Rank: significant frequent pattern analysis for effective ranking. Knowl. Inf. Syst. 43(3): 529-553 (2015) - 2013
- [c2]Yuanfeng Song, Kenneth Wai-Ting Leung, Qiong Fang, Wilfred Ng:
FP-Rank: An Effective Ranking Approach Based on Frequent Pattern Analysis. DASFAA (2) 2013: 354-369
2000 – 2009
- 2009
- [c1]Ting Liu, Xiaohong Guan, Qinghua Zheng, Ke Lu, Yuanfeng Song, Weizhan Zhang:
Prototype Demonstration: Trojan Detection and Defense System. CCNC 2009: 1-2
Coauthor Index
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