| 2026 | ACL | Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards. | Jiajie Zhang, Xin Lv, Ling Feng, Lei Hou, Juanzi Li |
| 2026 | DASFAA | Multi-agent Causal Reasoning for Suicide Ideation Detection Through Online Conversations. | Jun Li, Xiangmeng Wang, Haoyang Li, Yifei Yan, Shijie Zhang, Hong Va Leong, Ling Feng, Nancy Xiaonan Yu, Qing Li |
| 2025 | ACL | LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-Context QA. | Jiajie Zhang, Yushi Bai, Xin Lv, Wanjun Gu, Danqing Liu, Minhao Zou, Shulin Cao, Lei Hou, Yuxiao Dong, Ling Feng, Juanzi Li |
| 2025 | ACL | LongReward: Improving Long-context Large Language Models with AI Feedback. | Jiajie Zhang, Zhongni Hou, Xin Lv, Shulin Cao, Zhenyu Hou, Yilin Niu, Lei Hou, Yuxiao Dong, Ling Feng, Juanzi Li |
| 2025 | EMNLP | AdaptThink: Reasoning Models Can Learn When to Think. | Jiajie Zhang, Nianyi Lin, Lei Hou, Ling Feng, Juanzi Li |
| 2025 | ICDE | Interpretable Video based Stress Detection with Self-Refine Chain Reasoning. | Yi Dai, Yang Ding, Lei Cao, Kaisheng Zeng, Junrui Tian, Zexi Lin, Ling Feng |
| 2025 | ICDM | Uncertainty Calibration in Social Media-Driven Online Continuous Suicide Risk Prediction. | Zexi Lin, Junrui Tian, Yi Dai, Yang Ding, Ling Feng |
| 2025 | ICML | AutoGFM: Automated Graph Foundation Model with Adaptive Architecture Customization. | Haibo Chen, Xin Wang, Zeyang Zhang, Haoyang Li, Ling Feng, Wenwu Zhu |
| 2025 | KSEM | Education Distillation: Let the Model Learn in the School. | Ling Feng, Tianhao Wu, Xiangrong Ren, Zhi Jing, Xuliang Duan |
| 2025 | WWW | MISE: Meta-knowledge Inheritance for Social Media-Based Stressor Estimation. | Xin Wang, Ling Feng, Huijun Zhang, Lei Cao, Kaisheng Zeng, Qi Li, Yang Ding, Yi Dai, David A. Clifton |
| 2024 | EMNLP | KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases. | Jiajie Zhang, Shulin Cao, Linmei Hu, Ling Feng, Lei Hou, Juanzi Li |
| 2023 | AAAI | Transferable Post-hoc Calibration on Pretrained Transformers in Noisy Text Classification. | Jun Zhang, Wen Yao, Xiaoqian Chen, Ling Feng |
| 2023 | KDD | Contrastive Learning of Stress-specific Word Embedding for Social Media based Stress Detection. | Xin Wang, Huijun Zhang, Lei Cao, Kaisheng Zeng, Qi Li, Ningyun Li, Ling Feng |
| 2022 | CIKM | Interactive Contrastive Learning for Self-Supervised Entity Alignment. | Kaisheng Zeng, Zhenhao Dong, Lei Hou, Yixin Cao, Minghao Hu, Jifan Yu, Xin Lv, Lei Cao, Xin Wang, Haozhuang Liu, Yi Huang, Junlan Feng, Jing Wan, Juanzi Li, Ling Feng |
| 2022 | ISMIS | Improve Calibration Robustness of Temperature Scaling by Penalizing Output Entropy. | Jun Zhang, Wen Yao, Xiaoqian Chen, Ling Feng |
| 2022 | ISMIS | Understanding Negative Calibration from Entropy Perspective. | Jun Zhang, Wen Yao, Xiaoqian Chen, Ling Feng |
| 2022 | WWW | A Meta-learning based Stress Category Detection Framework on Social Media. | Xin Wang, Lei Cao, Huijun Zhang, Ling Feng, Yang Ding, Ningyun Li |
| 2021 | ICDE | An Effective Joint Prediction Model for Travel Demands and Traffic Flows. | Haitao Yuan, Guoliang Li, Zhifeng Bao, Ling Feng |
| 2021 | WISE | Encoding the Meaning Triangle (Object, Entity, and Concept) as the Semantic Foundation for Entity Alignment. | Kaisheng Zeng, Chengjiang Li, Yan Qi, Xin Lv, Lei Hou, Guozheng Peng, Juanzi Li, Ling Feng |
| 2020 | ICDE | Automatic View Generation with Deep Learning and Reinforcement Learning. | Haitao Yuan, Guoliang Li, Ling Feng, Ji Sun, Yue Han |
| 2020 | SIGMOD | Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter. | Haitao Yuan, Guoliang Li, Zhifeng Bao, Ling Feng |
| 2019 | EMNLP | Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention. | Lei Cao, Huijun Zhang, Ling Feng, Zihan Wei, Xin Wang, Ningyun Li, Xiaohao He |
| 2019 | IJCNN | A Multi-Attentive Pyramidal Model for Visual Sentiment Analysis. | Xiaohao He, Huijun Zhang, Ningyun Li, Ling Feng, Feng Zheng |
| 2018 | ICPADS | Optimal Fee Structure for Efficient Lightning Networks. | Alvin Heng Jun Ren, Ling Feng, Siew Ann Cheong, Rick Siow Mong Goh |
| 2018 | ICPADS | EMRShare: A Cross-Organizational Medical Data Sharing and Management Framework Using Permissioned Blockchain. | Zhe Xiao, Zengxiang Li, Yong Liu, Ling Feng, Weiwen Zhang, Thanarit Lertwuthikarn, Rick Siow Mong Goh |
| 2018 | PKAW | Classification of CSR Using Latent Dirichlet Allocation and Analysis of the Relationship Between CSR and Corporate Value. | Kazuya Uekado, Ling Feng, Masaaki Suzuki, Hayato Ohwada |
| 2018 | Qshine | Inconsistencies Among Spectral Robustness Metrics. | Xiangrong Wang, Ling Feng, Robert E. Kooij, Jos-Luis Marzo |
| 2017 | BigData | TeenRead: An Adolescents Reading Recommendation System Towards Online Bibliotherapy. | Yunxing Xin, Yongqiang Chen, Li Jin, Yici Cai, Ling Feng |
| 2017 | DASFAA | Correlating Stressor Events for Social Network Based Adolescent Stress Prediction. | Qi Li, Liang Zhao, Yuanyuan Xue, Li Jin, Mostafa Alli, Ling Feng |
| 2017 | WISE | Exploring the Impact of Co-Experiencing Stressor Events for Teens Stress Forecasting. | Qi Li, Liang Zhao, Yuanyuan Xue, Li Jin, Ling Feng |
| 2016 | APWEB | Psychological Stress Detection from Online Shopping. | Liang Zhao, Hao Wang, Yuanyuan Xue, Qi Li, Ling Feng |
| 2016 | CIKM | A Context-aware Collaborative Filtering Approach for Urban Black Holes Detection. | Li Jin, Zhuonan Feng, Ling Feng |
| 2016 | DASFAA | Expert Recommendation in Time-Sensitive Online Shopping. | Ming Han, Ling Feng |
| 2016 | DASFAA | Integrating Human Mobility and Social Media for Adolescent Psychological Stress Detection. | Li Jin, Yuanyuan Xue, Qi Li, Ling Feng |
| 2016 | EDBT | tPredictor: A Micro-blog Based System for Teenagers' Stress Prediction. | Jing Huang, Qi Li, Zhuonan Feng, Yiping Li, Ling Feng |
| 2016 | PKAW | Combining Feature Selection with Decision Tree Criteria and Neural Network for Corporate Value Classification. | Ratna Hidayati, Katsutoshi Kanamori, Ling Feng, Hayato Ohwada |
| 2016 | WISE | Analysis of Teens' Chronic Stress on Micro-blog. | Yuanyuan Xue, Qi Li, Liang Zhao, Jia Jia, Ling Feng, Feng Yu, David A. Clifton |
| 2015 | CBMS | Predicting Teenager's Future Stress Level from Micro-Blog. | Yiping Li, Jing Huang, Hao Wang, Ling Feng |
| 2015 | DEXA | A Cluster-Based Epidemic Model for Retweeting Trend Prediction on Micro-blog. | Zhuonan Feng, Yiping Li, Li Jin, Ling Feng |
| 2015 | EUSPN | Using Candlestick Charts to Predict Adolescent Stress Trend on Micro-blog. | Yiping Li, Zhuonan Feng, Ling Feng |
| 2015 | ICWE | Release Adolescent Stress by Virtual Chatting. | Jing Huang, Qi Li, Yuanyuan Xue, Taoran Cheng, Shuangqing Xu, Jia Jia, Ling Feng |
| 2014 | EDBT | Helping Teenagers Relieve Psychological Pressures: A Micro-blog Based System. | Qi Li, Yuanyuan Xue, Jia Jia, Ling Feng |
| 2014 | IDEAS | A 2D based partition strategy for solving RTC problem. | Xiaolu Lu, Xiang Li, Dongxu Li, Ling Feng |
| 2014 | SIGIR | Predicting bursts and popularity of hashtags in real-time. | Shoubin Kong, Qiaozhu Mei, Ling Feng, Fei Ye, Zhe Zhao |
| 2014 | UIC | Detecting Cruising Flagged Taxis' Passenger-Refusal Behaviors Using Traffic Data and Crowdsourcing. | Li Jin, Ming Han, Gang-Li Liu, Ling Feng |
| 2014 | SmartComp | Automatic page scrolling for mobile Web search. | Mostafa Alli, Ling Feng |
| 2013 | CIKM | Efficient pruning algorithm for top-K ranking on dataset with value uncertainty. | Jianwen Chen, Ling Feng |
| 2013 | DASFAA | Untitled record | Yiping Li, Zhuonan Feng, Hao Wang, Shoubin Kong, Ling Feng |
| 2013 | DASFAA | TaskCardFinder: An Aviation Enterprise Search Engine for Bilingual MRO Task Cards. | Qingwei Liu, Hao Wang, Tangjian Deng, Ling Feng |
| 2013 | DEXA | Sensitivity Analysis of Answer Ordering from Probabilistic Databases. | Jianwen Chen, Yiping Li, Ling Feng |
| 2013 | ICWE | Enhancing Web Revisitation by Contextual Keywords. | Tangjian Deng, Liang Zhao, Ling Feng |
| 2012 | SIGIR | Predicting lifespans of popular tweets in microblog. | Shoubin Kong, Ling Feng, Gordon Guo-Zheng Sun, Kan Luo |
| 2011 | ADMA | A Tweet-Centric Approach for Topic-Specific Author Ranking in Micro-Blog. | Shoubin Kong, Ling Feng |
| 2011 | CIKM | Information re-finding by context: a brain memory inspired approach. | Tangjian Deng, Liang Zhao, Ling Feng, Wenwei Xue |
| 2011 | CLOSER | Flexible Control of Performance and Expenses for Database Applications in a Cloud Environment. | Shoubin Kong, Yuanping Li, Ling Feng |
| 2011 | IDEAS | Scrubbing query results from probabilistic databases. | Jianwen Chen, Ling Feng, Wenwei Xue |
| 2010 | CBMS | Experimental evaluation of query processing on encrypted Telemedicine data. | Ling Feng |
| 2010 | ICNC | The fractal images evaluation model based on artificial neural network. | Ling Feng, Jing Liu |
| 2009 | COMPSAC | A Quality-Aware Context Middleware Specification for Context-Aware Computing. | Yuanping Li, Ling Feng |
| 2008 | APWEB | Information Presentation on Mobile Devices: Techniques and Practices. | Lin Qiao, Ling Feng, Lizhu Zhou |
| 2008 | ISORC | XML Profile for Distributed Real Time Systems. | Polly M. S. Poon, Tharam S. Dillon, Elizabeth Chang, Ling Feng |
| 2007 | ICDE | Ranking Query Results using Context-Aware Preferences. | Arthur H. van Bunningen, Maarten M. Fokkinga, Peter M. G. Apers, Ling Feng |
| 2006 | APWEB | Modeling Dynamic Properties in the Layered View Model for XML Using XSemantic Nets. | Rajagopal Rajugan, Elizabeth Chang, Ling Feng, Tharam S. Dillon |
| 2006 | DEXA | A Context-Aware Preference Model for Database Querying in an Ambient Intelligent Environment. | Arthur H. van Bunningen, Ling Feng, Peter M. G. Apers |
| 2006 | ICASSP | Phonemes as Short Time Cognitive Components. | Ling Feng, Lars Kai Hansen |
| 2006 | IDEAS | Visual Modeling of Behavioral Properties in the LVM for XML Using XSemantic Nets. | Rajagopal Rajugan, Elizabeth Chang, Ling Feng, Tharam S. Dillon |
| 2006 | ISORC | XML Descriptor Based Approach for Real Time Data Messaging. | Polly M. S. Poon, Tharam S. Dillon, Elizabeth Chang, Ling Feng |
| 2006 | PAKDD | IMB3-Miner: Mining Induced/Embedded Subtrees by Constraining the Level of Embedding. | Henry Tan, Tharam S. Dillon, Fedja Hadzic, Elizabeth Chang, Ling Feng |
| 2005 | ADBIS | Efficient XPath Evaluation. | Bing Wang, Ling Feng, Yun Shen |
| 2005 | ER | A Three-Layered XML View Model: A Practical Approach. | Rajagopal Rajugan, Elizabeth Chang, Tharam S. Dillon, Ling Feng |
| 2005 | IIWAS | Alternate Representations for Visual Constraint Specification in the Layered View Model. | Rajagopal Rajugan, Elizabeth Chang, Tharam S. Dillon, Ling Feng |
| 2004 | DEXA | Towards Context-Aware Data Management for Ambient Intelligence. | Ling Feng, Peter M. G. Apers, Willem Jonker |
| 2004 | DEXA | A Self-adaptive Scope Allocation Scheme for Labeling Dynamic XML Documents. | Yun Shen, Ling Feng, Tao Shen, Bing Wang |
| 2003 | DEXA | An XML-Enabled Association Rule Framework. | Ling Feng, Tharam S. Dillon, Hans Weigand, Elizabeth Chang |
| 2003 | DEXA | XML Views: Part 1. | Rajagopal Rajugan, Elizabeth Chang, Tharam S. Dillon, Ling Feng |
| 2001 | DaWaK | Mining Inter-transactional Association Rules: Generalization and Empirical Evaluation. | Ling Feng, Qing Li, Allan K. Y. Wong |
| 2001 | DEXA | Modeling and Transformation of Object-Oriented Conceptual Models into XML Schema. | Renguo Xiao, Tharam S. Dillon, Elizabeth Chang, Ling Feng |
| 2000 | WISE | Analysis of Distributed Database Access Histories for Buffer Allocation. | Hoi Yuen Leung, Ling Feng, Qing Li |
| 1999 | CIKM | Mining Inter-Transaction Associations with Templates. | Ling Feng, Hongjun Lu, Jeffrey Xu Yu, Jiawei Han |
| 1999 | DASFAA | Supporting Web-Based Database Application Development. | Quan Xia, Ling Feng, Hongjun Lu |
| 1999 | DEXA | Enhancing Data Warehousing with Fuzzy Technology. | Ling Feng, Tharam S. Dillon |
| 1999 | DOLAP | Design and Selection of Materialized Views in a Data Warehousing Environment: A Case Study. | Goretti K. Y. Chan, Qing Li, Ling Feng |
| 1999 | KDD | Breaking the Barrier of Transactions: Mining Inter-Transaction Association Rules. | Anthony K. H. Tung, Hongjun Lu, Jiawei Han, Ling Feng |
| 1999 | PAKDD | Efficient Search of Reliable Exceptions. | Huan Liu, Hongjun Lu, Ling Feng, Farhad Hussain |
| 1998 | EDBT | Buffer Management in Distributed Database Systems: A Data Mining Based Approach. | Ling Feng, Hongjun Lu, Y. C. Tay, Anthony K. H. Tung |
| 1998 | SMC | A study of database buffer management approaches: towards the development of a data mining based strategy. | Ling Feng, Hongjun Lu, Allan K. Y. Wong |