| 2026 | ACL | Entropy Scheduling in Reinforcement Learning for Large Language Models. | Xingjin Wang, Howe Tissue, Lu Wang, Linjing Li, Daniel Dajun Zeng |
| 2026 | ACL | Reinforcement Learning-Guided Adaptive Tuning for Out-of-Distribution Harmful Text Detection. | Mengyu Xiang, Tinghao Chen, Boxu Han, Qiudan Li, Shu Wu, Daniel Dajun Zeng |
| 2026 | SIGIR | Spectral-Adaptive Adversarial Hashing for Robust Image Retrieval. | Gang Zhou, Shibiao Xu, Xiaolong Zheng, Daniel Dajun Zeng |
| 2025 | AAAI | Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution. | Songran Bai, Yuheng Ji, Yue Liu, Xingwei Zhang, Xiaolong Zheng, Daniel Dajun Zeng |
| 2025 | AAAI | Learning Theorem Rationale for Improving the Mathematical Reasoning Capability of Large Language Models. | Yu Sheng, Linjing Li, Daniel Dajun Zeng |
| 2025 | AAAI | Knowledge-Enhanced Hierarchical Heterogeneous Graph for Personality Identification with Limited Training Data. | Yuxuan Song, Qiudan Li, Yilin Wu, David Jingjun Xu, Daniel Dajun Zeng |
| 2025 | ACL | Uncertainty Unveiled: Can Exposure to More In-context Examples Mitigate Uncertainty for Large Language Models? | Yifei Wang, Yu Sheng, Linjing Li, Daniel Dajun Zeng |
| 2025 | EMNLP | POSITION BIAS MITIGATES POSITION BIAS: Mitigate Position Bias Through Inter-Position Knowledge Distillation. | Yifei Wang, Feng Xiong, Yong Wang, Linjing Li, Xiangxiang Chu, Daniel Dajun Zeng |
| 2025 | ICASSP | Sociologically-Informed Graph Neural Network for Opinion Prediction. | Fan Yang, Jie Bai, Linjing Li, Daniel Dajun Zeng |
| 2025 | ICML | Learning Dynamics in Continual Pre-Training for Large Language Models. | Xingjin Wang, Howe Tissue, Lu Wang, Linjing Li, Daniel Dajun Zeng |
| 2025 | IJCNN | Modeling Social Opinion Evolution with LLM Agents: Integrating Personality Traits with Embedded Opinion Dynamics. | Fan Yang, Jie Bai, Linjing Li, Daniel Dajun Zeng |
| 2025 | WWW | A Self-Supervised Adaptive Tuning Approach for Out-of-Distribution Social Media Bot Detection. | Yuxuan Song, Qiudan Li, Shu Wu, Zheng Xie, Daniel Dajun Zeng |
| 2025 | WWW | Dynamic Detection of Sarcasm Topic-Target Pairs via LLM-Based Knowledge Alignment. | Mengyu Xiang, Yuxuan Song, Qiudan Li, Shu Wu, Daniel Dajun Zeng |
| 2024 | ICML | DAG-Based Column Generation for Adversarial Team Games. | Youzhi Zhang, Bo An, Daniel Dajun Zeng |
| 2024 | ICONIP | A Novel Visual-Enhanced Dual Stream Long-Term Decision Framework for Large Language Model Agents. | Xingjin Wang, Jiahao Zhao, Jiahui Shi, Linjing Li, Daniel Dajun Zeng |
| 2024 | IJCNN | BERT-FKGC: Text-Enhanced Few-Shot Representation Learning for Knowledge Graphs. | Jinlin Li, Zikang Wang, Linjing Li, Daniel Dajun Zeng |
| 2024 | IJCNN | Relation Adaptive Representation Learning Based on Factual Information Interaction for One-Shot Knowledge Graph Completion. | Jinlin Li, Zikang Wang, Linjing Li, Daniel Dajun Zeng |
| 2024 | IJCNN | RRdE: A Decision Making Framework for Language Agents in Interactive Environments. | Xufeng Zhou, Linjing Li, Daniel Dajun Zeng |
| 2024 | WWW | A Heterogeneous Network fused with Context-aware Contrastive Learning for Sarcasm Topic-Target Pair Identification. | Minjie Yuan, Mengyu Xiang, Yuxuan Song, Qiudan Li, Jinye Fu, Daniel Dajun Zeng |
| 2023 | EMNLP | LDM²: A Large Decision Model Imitating Human Cognition with Dynamic Memory Enhancement. | Xingjin Wang, Linjing Li, Daniel Dajun Zeng |
| 2023 | IJCNN | A Character-level Short Text Classification Model Based On Spiking Neural Networks. | Chengzhi Jiang, Linjing Li, Daniel Dajun Zeng, Xiaoxuan Wang |
| 2023 | IJCNN | Towards Better Word Importance Ranking in Textual Adversarial Attacks. | Jiahui Shi, Linjing Li, Daniel Dajun Zeng |
| 2023 | ISI | PCEN: Potential Correlation-Enhanced Network for Multimodal Named Entity Recognition. | Jiakai Geng, Chenyang Zhang, Linjing Li, Qing Yang, Daniel Dajun Zeng |
| 2023 | ISI | Style-Driven Multi-Perspective Relevance Mining Model for Hotspot Reprint Paragraph Prediction. | Linzi Wang, Haoda Qian, Qiudan Li, David Jingjun Xu, Daniel Dajun Zeng |
| 2023 | ISI | Named Entity Recognition for Epidemiological Investigation in COVID-19. | Chunmiao Yu, Zhidong Cao, Pengfei Zhao, Daniel Dajun Zeng, Tianyi Luo, Jiaojiao Wang |
| 2023 | ISI | Dynamic Causal Modelling and Predictive Analysis for the COVID-19 Pandemic. | Weiguang Zhang, Saike He, Peijie Zhang, Daniel Dajun Zeng |
| 2023 | WWW | Identifying Topic and Cause for Sarcasm: An Unsupervised Knowledge-enhanced Prompt Method. | Minjie Yuan, Qiudan Li, Xue Mao, Daniel Dajun Zeng |
| 2021 | IJCNN | Time-Aware Representation Learning of Knowledge Graphs. | Zikang Wang, Linjing Li, Daniel Dajun Zeng |
| 2021 | ISI | Credible Influence Analysis in Mass Media Using Causal Inference. | Zizhen Deng, Xiaolong Zheng, Zifan Ye, Zhen Cai, Daniel Dajun Zeng |
| 2021 | ISI | Evaluating the Impact of Vaccination on COVID-19 Pandemic Used a Hierarchical Weighted Contact Network Model. | Tianyi Luo, Zhidong Cao, Pengfei Zhao, Daniel Dajun Zeng, Qingpeng Zhang |
| 2021 | ISI | Extracting Impacts of Non-pharmacological Interventions for COVID-19 From Modelling Study. | Yunrong Yang, Zhidong Cao, Pengfei Zhao, Daniel Dajun Zeng, Qingpeng Zhang, Yin Luo |
| 2020 | AAAI | Session-Level User Satisfaction Prediction for Customer Service Chatbot in E-Commerce (Student Abstract). | Riheng Yao, Shuangyong Song, Qiudan Li, Chao Wang, Huan Chen, Haiqing Chen, Daniel Dajun Zeng |
| 2020 | IJCNN | A Re-Ranking Framework for Knowledge Graph Completion. | Zikang Wang, Linjing Li, Daniel Dajun Zeng |
| 2019 | IJCNN | A Novel Neural Approach for News Reprint Prediction. | Riheng Yao, Qiudan Li, Lei Wang, Daniel Dajun Zeng |
| 2019 | ISI | Analyzing Topics of JUUL Discussions on Social Media Using a Semantics-assisted NMF model. | Hejing Liu, Qiudan Li, Riheng Yao, Daniel Dajun Zeng |
| 2019 | ISI | Inferring Users' Usage Patterns for Drug Abuse Surveillance. | Ruoran Liu, Qiudan Li, Daniel Dajun Zeng |
| 2019 | ISI | A Framework for Policy Information Popularity Prediction in New Media. | Yin Luo, Fangfang Wang, Feifei Zhao, Jianbin Guo, Lei Wang, Yanni Hao, Daniel Dajun Zeng |
| 2019 | ISI | Healthcare-seeking behavior study on Beijing Hand-Foot-Mouth Disease Patients. | Jiaojiao Wang, Jinglu Chen, Quannan Zu, Zhidong Cao, Saike He, Daniel Dajun Zeng |
| 2019 | ISI | A Prior Knowledge Based Neural Attention Model for Opioid Topic Identification. | Riheng Yao, Qiudan Li, Wei-Hsuan Lo-Ciganic, Daniel Dajun Zeng |
| 2018 | AAAI | A Novel Embedding Method for News Diffusion Prediction. | Ruoran Liu, Qiudan Li, Can Wang, Lei Wang, Daniel Dajun Zeng |
| 2018 | IJCNN | Catching Dynamic Heterogeneous User Data for Identity Linkage Learning. | Fan Lei, Qiudan Li, Song Sun, Lei Wang, Daniel Dajun Zeng |
| 2018 | ISI | Attention-based Multi-hop Reasoning for Knowledge Graph. | Zikang Wang, Linjing Li, Daniel Dajun Zeng, Yue Chen |
| 2017 | IJCNN | Incorporating message embedding into co-factor matrix factorization for retweeting prediction. | Can Wang, Qiudan Li, Lei Wang, Daniel Dajun Zeng |
| 2017 | ISI | Mapping users across social media platforms by integrating text and structure information. | Song Sun, Qiudan Li, Peng Yan, Daniel Dajun Zeng |
| 2017 | SMC | Mining phase evolution for hot topics: A case study from multiple social media platforms. | Ruoran Liu, Qiudan Li, Can Wang, Lei Wang, Daniel Dajun Zeng, Hongyuan Ma |
| 2016 | CIKM | A Non-Parametric Topic Model for Short Texts Incorporating Word Coherence Knowledge. | Yuhao Zhang, Wenji Mao, Daniel Dajun Zeng |
| 2016 | IJCNN | Predicting user's multi-interests with network embedding in health-related topics. | Zhipeng Jin, Ruoran Liu, Qiudan Li, Daniel Dajun Zeng, YongCheng Zhan, Lei Wang |
| 2016 | ISI | Spatial-temporal patterns and drivers of illicit tobacco trade in Changsha county, China. | Jiaojiao Wang, Saike He, Yiyuan Xu, Zhidong Cao, Lei Wang, Daniel Dajun Zeng |
| 2016 | SIGIR | Jointly Modeling Review Content and Aspect Ratings for Review Rating Prediction. | Zhipeng Jin, Qiudan Li, Daniel Dajun Zeng, YongCheng Zhan, Ruoran Liu, Lei Wang, Hongyuan Ma |
| 2015 | ICDM | Constructing Topic Hierarchies from Social Media Data. | Yuhao Zhang, Wenji Mao, Daniel Dajun Zeng |
| 2015 | ICIS | eMood: Modeling Emotion for Social Media Analytics on Ebola Disease Outbreak. | Wingyan Chung, Saike He, Daniel Dajun Zeng |
| 2015 | ISI | Emotion extraction and entrainment in social media: The case of U.S. immigration and border security. | Wingyan Chung, Saike He, Daniel Dajun Zeng, Victor A. Benjamin |
| 2014 | ISI | Ranking Online Memes in Emergency Events Based on Transfer Entropy. | Saike He, Xiaolong Zheng, Xiuguo Bao, Hongyuan Ma, Daniel Dajun Zeng, Bo Xu, Guanhua Tian, Hongwei Hao |
| 2014 | ISI | Predicting Popularity of Forum Threads for Public Events Security. | Qingchao Kong, Wenji Mao, Daniel Dajun Zeng, Lei Wang |
| 2014 | ISI | Time Critical Disinformation Influence Minimization in Online Social Networks. | Chuan Luo, Kainan Cui, Xiaolong Zheng, Daniel Dajun Zeng |
| 2014 | ISI | Causal Inference in Social Media Using Convergent Cross Mapping. | Chuan Luo, Xiaolong Zheng, Daniel Dajun Zeng |
| 2014 | ISI | Exploring Opinion Dynamics in Security-Related Microblog Data. | Yuhao Zhang, Wenji Mao, Daniel Dajun Zeng, Ning Zhao, Xiuguo Bao |
| 2013 | ISI | A new pruning method for resolving conflicts in actionable behavioral rules. | Peng Su, Dan Zhu, Daniel Dajun Zeng |
| 2013 | ISI | Discovering seasonal patterns of smoking behavior using online search information. | Zhu Zhang, Xiaolong Zheng, Daniel Dajun Zeng, Kainan Cui, Chuan Luo, Saike He, Scott Leischow |
| 2010 | CIKM | Collaborative filtering in social tagging systems based on joint item-tag recommendations. | Jing Peng, Daniel Dajun Zeng, Huimin Zhao, Fei-Yue Wang |
| 2009 | ISI | Performance evaluation of classification methods in cultural modeling. | Xiaochen Li, Wenji Mao, Daniel Dajun Zeng, Peng Su, Fei-Yue Wang |
| 2008 | ICIS | Clustering Customer Shopping Trips With Network Structure. | Ping Yan, Daniel Dajun Zeng |
| 2008 | ISI | Sequence Matching for Suspicious Activity Detection in Anti-Money Laundering. | Xuan Liu, Pengzhu Zhang, Daniel Dajun Zeng |
| 2007 | ISI | Medical Ontology-Enhanced Text Processing for Infectious Disease Informatics. | Hsin-Min Lu, Daniel Dajun Zeng, Hsinchun Chen |
| 2006 | ISI | Spatial-Temporal Cross-Correlation Analysis: A New Measure and a Case Study in Infectious Disease Informatics. | Jian Ma, Daniel Dajun Zeng, Hsinchun Chen |
| 2006 | ISI | A Review of Public Health Syndromic Surveillance Systems. | Ping Yan, Daniel Dajun Zeng, Hsinchun Chen |
| 2006 | SMC | A Link Prediction Approach to Anomalous Email Detection. | Zan Huang, Daniel Dajun Zeng |
| 2005 | ISI | Evaluating an Infectious Disease Information Sharing and Analysis System. | Paul Jen-Hwa Hu, Daniel Dajun Zeng, Hsinchun Chen, Catherine A. Larson, Wei Chang, Chunju Tseng |
| 2005 | ISI | BioPortal: Sharing and Analyzing Infectious Disease Information. | Daniel Dajun Zeng, Hsinchun Chen, Chunju Tseng, Catherine A. Larson, Wei Chang, Millicent Eidson, Ivan Gotham, Cecil Lynch, Michael Ascher |
| 2004 | ISI | West Nile Virus and Botulism Portal: A Case Study in Infectious Disease Informatics. | Daniel Dajun Zeng, Hsinchun Chen, Chunju Tseng, Catherine A. Larson, Millicent Eidson, Ivan Gotham, Cecil Lynch, Michael Ascher |
| 2003 | ISI | COPLINK Agent: An Architecture for Information Monitoring and Sharing in Law Enforcement. | Daniel Dajun Zeng, Hsinchun Chen, Damien Daspit, Fu Shan, Suresh Nandiraju, Michael Chau, Chienting Lin |
| 2001 | ER | GeoCosm: A Semantics-Based Approach for Information Integration of Geospatial Data. | Sudha Ram, Vijay Khatri, Limin Zhang, Daniel Dajun Zeng |
| 1997 | AAAI | Benefits of Learning in Negotiation. | Daniel Dajun Zeng, Katia P. Sycara |
| 1996 | ECAI | Multi-Agent Integration of Information Gathering and Decision Support. | Katia P. Sycara, Daniel Dajun Zeng |
| 1995 | ICTAI | Using case-based reasoning as a reinforcement learning framework for optimisation with changing criteria. | Daniel Dajun Zeng, Katia P. Sycara |