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Yuanfeng Song

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

50

Venues

16

Active years

2013–2026

Best venue rank

A*

Where they publish

Papers

50 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLText-to-TrajVis: Enabling Trajectory Data Visualizations from Natural Language Questions.Tian Bai, Huiyan Ying, Kailong Suo, Victor Junqiu Wei, Tao Fan, Yuanfeng Song
2026ACLFedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion.Tao Fan, Guoqiang Ma, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang
2026ACLVizoMem: A Visual-Textual Memory Framework for Efficient Long-Horizon Reasoning.Weijie Liang, Yuanfeng Song, Xing Chen, Caleb Chen Cao, Sirui Han, Yike Guo
2026ACLSrDetection: A Self-Referential Framework for Data Leakage Detection in Code Large Language Models.Shuaimin Li, Liyang Fan, Zeyang Li, Zhuoyue Wan, Yufang Lin, Shiwen Ni, Feiteng Fang, Hamid Alinejad-Rokny, Yuanfeng Song, Kun Jing, Chen Jason Zhang, Min Yang
2026ACLDataSeer: A Manager-Centric Collaborative Multi-Agent Framework with Multi-Branch Reasoning for Automated Insight Discovery.Suchen Liu, Yuanfeng Song, Jun Gao, Xing Chen
2026ACLDataSage: Multi-agent Collaboration for Insight Discovery with External Knowledge Retrieval, Multi-role Debating, and Multi-path Reasoning.Xiaochuan Liu, Yuanfeng Song, Xiaoming Yin, Xing Chen
2026ACLUniDataBench: Evaluating Data Analytics Agents Across Structured and Unstructured Data.Han Weng, Zhou Liu, Yuanfeng Song, Xiaoming Yin, Xing Chen, Wentao Zhang
2026ACLMTO: A Multi-turn Conversational Text-to-OverpassQL Dataset for Enhanced OpenStreetMap Query Generation.Haodi Zhang, Xinrui Zhu, Mingze Kong, Zhidan Liu, Tao Fan, Kaishun Wu, Yuanfeng Song
2026ACLInsightEval: An Expert-Curated Benchmark for Assessing Insight Discovery in LLM-Driven Data Agents.Zhenghao Zhu, Yuanfeng Song, Xing Chen, Chengzhong Liu, Yakun Cui, Caleb Chen Cao, Sirui Han, Yike Guo
2026ICDEVisPoison: An Effective Backdoor Attack Framework for Tabular Data Visualization Models.Shuaimin Li, Chen Jason Zhang, Xuanang Chen, Anni Peng, Zhuoyue Wan, Yuanfeng Song, Shiwen Ni, Min Yang, Fei Hao, Raymond Chi-Wing Wong
2026ICDEOsmT: Bridging Openstreetmap Queries and Natural Language With Open-Source Tag-Aware Language Models.Zhuoyue Wan, Wentao Hu, Chen Jason Zhang, Yuanfeng Song, Shuaimin Li, Ruiqiang Xiao, Xiao-Yong Wei, Raymond Chi-Wing Wong
2026SIGMODDemonstration of MultiVis-Agent: Interactively Generating Reliable Visualizations via Logic-Rule Agents.Jinwei Lu, Jiawei Lu, Chen Zhang, Yuanfeng Song, Raymond Chi-Wing Wong
2025ACLMultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation.Zhiqian Qin, Yuanfeng Song, Jinwei Lu, Yuanwei Song, Shuaimin Li, Chen Jason Zhang
2025CIKMInteractive Text-to-Visualization: Refining Visualization Outputs Through Natural Language User Feedback.Xubang Xiong, Raymond Chi-Wing Wong, Yuanfeng Song
2025CIKMVoiceVisSystem: End-to-End Voice-driven Data Visualization Generation from Natural Language Questions.Haodi Zhang, Xiaohui Tang, Xinhe Zhang, Jihua Zhou, Yuanfeng Song
2025COLINGFedMKT: 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
2025COLINGEfficient Data Labeling by Hierarchical Crowdsourcing with Large Language Models.Haodi Zhang, Junyu Yang, Jinyin Nie, Peirou Liang, Kaishun Wu, Defu Lian, Rui Mao, Yuanfeng Song
2025EMNLPFedCoT: Federated Chain-of-Thought Distillation for Large Language Models.Tao Fan, Weijing Chen, Yan Kang, Guoqiang Ma, Hanlin Gu, Yuanfeng Song, Lixin Fan, Qiang Yang
2025EMNLPPPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation.Tao Fan, Guoqiang Ma, Yuanfeng Song, Lixin Fan, Qiang Yang
2025EMNLPDial-In LLM: Human-Aligned LLM-in-the-loop Intent Clustering for Customer Service Dialogues.Mengze Hong, Wailing Ng, Chen Jason Zhang, Yuanfeng Song, Di Jiang
2025EMNLPASR-EC Benchmark: Evaluating Large Language Models on Chinese ASR Error Correction.Victor Junqiu Wei, Weicheng Wang, Di Jiang, Yuanfeng Song, Lu Wang
2025EMNLPGraph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward.Han Weng, Puzhen Wu, Longjie Cui, Yi Zhan, Boyi Liu, Yuanfeng Song, Dun Zeng, Yingxiang Yang, Qianru Zhang, Dong Huang, Xiaoming Yin, Yang Sun, Xing Chen
2025ICDETowards 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
2025ICDEFeVisQA: Free-Form Question Answering over Data Visualizations.Yuanfeng Song, Jinwei Lu, Yuanwei Song, Caleb Chen Cao, Raymond Chi-Wing Wong, Haodi Zhang
2025ICDEDataVisT5: 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
2025ICDENatural 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
2025ICDEHRLMS: A Data-Driven Hierarchical Reinforcement Learning System for Interactive Rule Intervention and Visualization.Haodi Zhang, Xiangyu Zeng, Chen Zhang, Yuanfeng Song, Kaishun Wu
2025IJCAIHealthLens: A Natural Language Querying System for Interactive Visualization of Electronic Health Records.Haodi Zhang, Siqi Ning, Qiyong Zheng, Yuanfeng Song, Liang-Jie Zhang
2025IJCAISSPNet: Leveraging Robust Medication Recommendation with History and Knowledge.Haodi Zhang, Jiawei Wen, Jiahong Li, Yuanfeng Song, Liang-Jie Zhang, Lin Ma
2025IJCAIDeduction with Induction: Combining Knowledge Discovery and Reasoning for Interpretable Deep Reinforcement Learning.Haodi Zhang, Xiangyu Zeng, Junyang Chen, Yuanfeng Song, Rui Mao, Fangzhen Lin
2025MDMNatural Language to Overpass Query: A Multi-Step Approach Using Task Decomposition and Key-Value Correction.Haodi Zhang, Xinrui Zhu, Xuan Wang, Yuanfeng Song, Hanlin Gu, Lin Ma
2025PAKDDDual Learning Between Molecules and Natural Language.Haodi Zhang, Yong Ding, Liang-Jie Zhang, Weicheng Wang, Yuanfeng Song, Di Jiang
2025PAKDDPrompt-Based Relation Extraction By Reasoning with Contextual Knowledge.Haodi Zhang, Xinhe Zhang, Min Cai, Weicheng Wang, Yuanfeng Song
2024ACMLInfantCryNet: A Data-driven Framework for Intelligent Analysis of Infant Cries.Mengze Hong, Chen Jason Zhang, Lingxiao Yang, Yuanfeng Song, Di Jiang
2024COLINGAutomatic Data Visualization Generation from Chinese Natural Language Questions.Yan Ge, Victor Junqiu Wei, Yuanfeng Song, Chen Jason Zhang, Raymond Chi-Wing Wong
2024ICDEDemonstration of FeVisQA: Free-Form Question Answering over Data Visualization.Yuanfeng Song, Jinwei Lu, Xuefang Zhao, Raymond Chi-Wing Wong, Haodi Zhang
2024KDDMarrying Dialogue Systems with Data Visualization: Interactive Data Visualization Generation from Natural Language Conversations.Yuanfeng Song, Xuefang Zhao, Raymond Chi-Wing Wong
2024WWWBoostER: Leveraging Large Language Models for Enhancing Entity Resolution.Huahang Li, Shuangyin Li, Fei Hao, Chen Jason Zhang, Yuanfeng Song, Lei Chen
2023ICDMNatural 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
2022KDDRGVisNet: A Hybrid Retrieval-Generation Neural Framework Towards Automatic Data Visualization Generation.Yuanfeng Song, Xuefang Zhao, Raymond Chi-Wing Wong, Di Jiang
2022SIGMODVoiceQuerySystem: A Voice-driven Database Querying System Using Natural Language Questions.Yuanfeng Song, Raymond Chi-Wing Wong, Xuefang Zhao, Di Jiang
2021DASFAAFamilia: 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
2021ICA3PPFedSP: Federated Speaker Verification with Personal Privacy Preservation.Yangqian Wang, Yuanfeng Song, Di Jiang, Ye Ding, Xuan Wang, Yang Liu, Qing Liao
2021ICDMMultimodal 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
2020DASFAAFederated 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
2020ICDMTopicOcean: An Ever-Increasing Topic Model With Meta-learning.Yuanfeng Song, Yongxin Tong, Siqi Bao, Di Jiang, Hua Wu, Raymond Chi-Wing Wong
2019CIKMFederated Topic Modeling.Di Jiang, Yuanfeng Song, Yongxin Tong, Xueyang Wu, Weiwei Zhao, Qian Xu, Qiang Yang
2019EMNLPChameleon: 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
2019InterspeechTopic-Aware Dialogue Speech Recognition with Transfer Learning.Yuanfeng Song, Di Jiang, Xueyang Wu, Qian Xu, Raymond Chi-Wing Wong, Qiang Yang
2013DASFAAFP-Rank: An Effective Ranking Approach Based on Frequent Pattern Analysis.Yuanfeng Song, Kenneth Wai-Ting Leung, Qiong Fang, Wilfred Ng