| 2026 | AAAI | Beyond Graph Priors: A Co-Evolving Framework Under Uncertainty for Enterprise Resilience Assessment. | Yanzhe Xie, Li Huang, Qiang Gao, Xueqin Chen, Fan Zhou, Kunpeng Zhang |
| 2026 | ACL | Analyze Like a Venture Capitalist: Information-Gain and Knowledge Enhanced Graph Reasoning for Startup Success Prediction. | Haoyu Pei, Zhongyang Liu, Xiangyi Xiao, Xiaocong Du, Suting Hong, Kunpeng Zhang, Haipeng Zhang |
| 2025 | ICASSP | Commonality Augmented Disentanglement for Multimodal Crowdfunding Success Prediction. | Jiayang Li, Xovee Xu, Yili Li, Ting Zhong, Kunpeng Zhang, Fan Zhou |
| 2025 | ICSE | Your Fix Is My Exploit: Enabling Comprehensive DL Library API Fuzzing with Large Language Models. | Kunpeng Zhang, Shuai Wang, Jitao Han, Xiaogang Zhu, Xian Li, Shaohua Wang, Sheng Wen |
| 2025 | KDD | Generative Thinking, Corrective Action: User-Friendly Composed Image Retrieval via Automatic Multi-Agent Collaboration. | Zhangtao Cheng, Yuhao Ma, Jian Lang, Kunpeng Zhang, Ting Zhong, Yong Wang, Fan Zhou |
| 2025 | KDD | Progressive Dependency Representation Learning for Stock Ranking in Uncertain Risk Contrasting. | Li Huang, Yanzhe Xie, Qiang Gao, Kunpeng Zhang, Guisong Liu, Xueqin Chen |
| 2025 | LAK | Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs. | Changrong Xiao, Wenxing Ma, Qingping Song, Sean Xin Xu, Kunpeng Zhang, Yufang Wang, Qi Fu |
| 2024 | AAAI | Explainable Earnings Call Representation Learning (Student Abstract). | Yanlong Huang, Yue Lei, Wenxin Tai, Zhangtao Cheng, Ting Zhong, Kunpeng Zhang |
| 2024 | AAAI | THGFormer: Time-Aware Hypergraph Learning for Multimodal Social Media Popularity Prediction (Student Abstract). | Jienan Zhang, Jie Liu, Zhangtao Cheng, Xovee Xu, Fang Liu, Ting Zhong, Kunpeng Zhang |
| 2024 | ICARCV | Distributed Event-Triggered Nonconvex Optimization under Polyak-Łojasiewicz Condition. | Chao Gao, Lei Xu, Kunpeng Zhang, Yuzhe Li, Zhiwei Liu, Tao Yang |
| 2024 | ICASSP | Sec2Sec Co-Attention Transformer for Video-Based Apparent Affective Prediction. | Mingwei Sun, Kunpeng Zhang |
| 2024 | NDSS | ShapFuzz: Efficient Fuzzing via Shapley-Guided Byte Selection. | Kunpeng Zhang, Xiaogang Zhu, Xi Xiao, Minhui Xue, Chao Zhang, Sheng Wen |
| 2024 | SIGIR | Predicting Micro-video Popularity via Multi-modal Retrieval Augmentation. | Ting Zhong, Jian Lang, Yifan Zhang, Zhangtao Cheng, Kunpeng Zhang, Fan Zhou |
| 2024 | Tencon | Optimal Dispatch for Large-Scale Renewable Energy Bases Without Conventional Power Support. | Kunpeng Zhang, Tianhao Liu, Yutian Liu |
| 2023 | AAAI | Mobility Prediction via Sequential Trajectory Disentanglement (Student Abstract). | Jinyu Hong, Fan Zhou, Qiang Gao, Ping Kuang, Kunpeng Zhang |
| 2023 | AAAI | Less Is More: Volatility Forecasting with Contrastive Representation Learning (Student Abstract). | Yanlong Huang, Wenxin Tai, Ting Zhong, Kunpeng Zhang |
| 2023 | AAAI | Learning Dynamic Temporal Relations with Continuous Graph for Multivariate Time Series Forecasting (Student Abstract). | Zhiyuan Wang, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong |
| 2023 | AAAI | DyCVAE: Learning Dynamic Causal Factors for Non-stationary Series Domain Generalization (Student Abstract). | Weifeng Zhang, Zhiyuan Wang, Kunpeng Zhang, Ting Zhong, Fan Zhou |
| 2023 | HCI | Towards an Automatic Prompt Optimization Framework for AI Image Generation. | Ling Fan, Harry Jiannan Wang, Kunpeng Zhang, Zilong Pei, Anjun Li |
| 2023 | ICIS | IoT and Wearable Devices-Enhanced Information Provision of AR Glasses: A Multi-Modal Analysis in Aviation Industry. | Xuewen Han, Ting Li, Sean Xin Xu, Zherui Yang, Zhitao Yin, Kunpeng Zhang |
| 2023 | ICNC | Trans-DAE: Transformer-based Double Autoencoder for Anomaly Detection on Attributed Networks. | Kunpeng Zhang, Guangyue Lu, Yuxin Li |
| 2023 | KDD | Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models. | Chunjing Xiao, Zehua Gou, Wenxin Tai, Kunpeng Zhang, Fan Zhou |
| 2022 | AAAI | Dynamic Manifold Learning for Land Deformation Forecasting. | Fan Zhou, Rongfan Li, Qiang Gao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong |
| 2022 | AAAI | Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract). | Zhangtao Cheng, Ting Zhong, Kunpeng Zhang, Joojo Walker, Fan Zhou |
| 2022 | AAAI | A Probabilistic Framework for Land Deformation Prediction (Student Abstract). | Rongfan Li, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong |
| 2022 | AAAI | PrEF: Probabilistic Electricity Forecasting via Copula-Augmented State Space Model. | Zhiyuan Wang, Xovee Xu, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fan Zhou |
| 2022 | AAAI | Large-Scale IP Usage Identification via Deep Ensemble Learning (Student Abstract). | Zhiyuan Wang, Fan Zhou, Kunpeng Zhang, Yong Wang |
| 2022 | AVI | A Comparative Study on Single-handed Keyboards on Large-screen Mobile Devices. | Kunpeng Zhang, Zhigang Deng |
| 2022 | INFOCOM | CausalRD: A Causal View of Rumor Detection via Eliminating Popularity and Conformity Biases. | Weifeng Zhang, Ting Zhong, Ce Li, Kunpeng Zhang, Fan Zhou |
| 2022 | ICSE | Path Transitions Tell More: Optimizing Fuzzing Schedules via Runtime Program States. | Kunpeng Zhang, Xi Xiao, Xiaogang Zhu, Ruoxi Sun, Minhui Xue, Sheng Wen |
| 2021 | AAAI | Land Deformation Prediction via Slope-Aware Graph Neural Networks. | Fan Zhou, Rongfan Li, Goce Trajcevski, Kunpeng Zhang |
| 2021 | CIKM | Vector-Quantized Autoencoder With Copula for Collaborative Filtering. | Guanyu Wang, Ting Zhong, Xovee Xu, Kunpeng Zhang, Fan Zhou, Yong Wang |
| 2020 | ACL | Interpreting Twitter User Geolocation. | Ting Zhong, Tianliang Wang, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Yi Yang |
| 2020 | IJCAI | Enhancing Urban Flow Maps via Neural ODEs. | Fan Zhou, Liang Li, Ting Zhong, Goce Trajcevski, Kunpeng Zhang, Jiahao Wang |
| 2020 | INFOCOM | Fast Network Alignment via Graph Meta-Learning. | Fan Zhou, Chengtai Cao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Ji Geng |
| 2020 | INFOCOM | Variational Information Diffusion for Probabilistic Cascades Prediction. | Fan Zhou, Xovee Xu, Kunpeng Zhang, Goce Trajcevski, Ting Zhong |
| 2020 | KDD | Forecasting the Evolution of Hydropower Generation. | Fan Zhou, Liang Li, Kunpeng Zhang, Goce Trajcevski, Fuming Yao, Ying Huang, Ting Zhong, Jiahao Wang, Qiao Liu |
| 2019 | CIKM | Meta-GNN: On Few-shot Node Classification in Graph Meta-learning. | Fan Zhou, Chengtai Cao, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Ji Geng |
| 2019 | ICDE | Information Diffusion Prediction via Recurrent Cascades Convolution. | Xueqin Chen, Fan Zhou, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Fengli Zhang |
| 2019 | ICIS | Retail Firms' Use of Social Media - Insights from Analysis of Large-Scale Twitter Data. | Mikhail Lysyakov, Kunpeng Zhang, Siva Viswanathan |
| 2019 | ICIS | Your Preference or Mine? A Randomized Field Experiment on Recommender Systems in Two-sided Matching Markets. | Lanfei Shi, Kunpeng Zhang |
| 2019 | ICIS | Leveraging Deep-learning and Field Experiment Response Heterogeneity to Enhance Customer Targeting Effectiveness. | Kunpeng Zhang, Xueming Luo |
| 2019 | INFOCOM | Disentangled Network Alignment with Matching Explainability. | Fan Zhou, Zijing Wen, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fang Liu |
| 2019 | WWW | Variational Session-based Recommendation Using Normalizing Flows. | Fan Zhou, Zijing Wen, Kunpeng Zhang, Goce Trajcevski, Ting Zhong |
| 2019 | WWW | Context-aware Variational Trajectory Encoding and Human Mobility Inference. | Fan Zhou, Xiaoli Yue, Goce Trajcevski, Ting Zhong, Kunpeng Zhang |
| 2019 | WWW | Adversarial Point-of-Interest Recommendation. | Fan Zhou, Ruiyang Yin, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Jin Wu |
| 2019 | WWW | Predicting Human Mobility via Variational Attention. | Qiang Gao, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fengli Zhang |
| 2019 | SIGIR | Information Cascades Modeling via Deep Multi-Task Learning. | Xueqin Chen, Kunpeng Zhang, Fan Zhou, Goce Trajcevski, Ting Zhong, Fengli Zhang |
| 2018 | CIKM | vec2Link: Unifying Heterogeneous Data for Social Link Prediction. | Fan Zhou, Bangying Wu, Yi Yang, Goce Trajcevski, Kunpeng Zhang, Ting Zhong |
| 2018 | IJCAI | Trajectory-User Linking via Variational AutoEncoder. | Fan Zhou, Qiang Gao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fengli Zhang |
| 2018 | INFOCOM | DeepLink: A Deep Learning Approach for User Identity Linkage. | Fan Zhou, Lei Liu, Kunpeng Zhang, Goce Trajcevski, Jin Wu, Ting Zhong |
| 2017 | IJCAI | Identifying Human Mobility via Trajectory Embeddings. | Qiang Gao, Fan Zhou, Kunpeng Zhang, Goce Trajcevski, Xucheng Luo, Fengli Zhang |
| 2015 | ACL | Reducing infrequent-token perplexity via variational corpora. | Yusheng Xie, Pranjal Daga, Yu Cheng, Kunpeng Zhang, Ankit Agrawal, Alok N. Choudhary |
| 2015 | ICIS | Sentiment Analysis in Social Media Platforms: The Contribution of Social Relationships. | Shaokun Fan, Noyan Ilk, Kunpeng Zhang |
| 2015 | UIC | Hygeia: A Practical and Tailored Data Collection Platform for Mobile Health. | Chao Xu, Wei Zheng, Pan Hui, Kunpeng Zhang, Hengchang Liu |
| 2014 | ICIS | Using Coauthor Networks to Extract Topics in Information Systems. | Amer Aljarallah, Kunpeng Zhang |
| 2014 | RecSys | Scalable audience targeted models for brand advertising on social networks. | Kunpeng Zhang, Aris M. Ouksel, Shaokun Fan, Hengchang Liu |
| 2013 | IJCAI | Forecast Oriented Classification of Spatio-Temporal Extreme Events. | Zhengzhang Chen, Yusheng Xie, Yu Cheng, Kunpeng Zhang, Ankit Agrawal, Wei-keng Liao, Nagiza F. Samatova, Alok N. Choudhary |
| 2013 | SDM | Graphical Modeling of Macro Behavioral Targeting in Social Networks. | Ankit Agrawal, Zhengzhang Chen, Yu Cheng, Alok N. Choudhary, Haotian Liu, Md. Mostofa Ali Patwary, Yusheng Xie, Kunpeng Zhang |
| 2012 | CIKM | On active learning in hierarchical classification. | Yu Cheng, Kunpeng Zhang, Yusheng Xie, Ankit Agrawal, Alok N. Choudhary |
| 2012 | CIKM | Probabilistic macro behavioral targeting. | Yusheng Xie, Yu Cheng, Daniel Honbo, Kunpeng Zhang, Ankit Agrawal, Alok N. Choudhary, Yi Gao, Jiangtao Gou |
| 2012 | KDD | CluChunk: clustering large scale user-generated content incorporating chunklet information. | Yu Cheng, Yusheng Xie, Kunpeng Zhang, Ankit Agrawal, Alok N. Choudhary |
| 2012 | KDD | VOXSUP: a social engagement framework. | Yusheng Xie, Daniel Honbo, Alok N. Choudhary, Kunpeng Zhang, Yu Cheng, Ankit Agrawal |
| 2012 | SIGIR | Sentiment identification by incorporating syntax, semantics and context information. | Kunpeng Zhang, Yusheng Xie, Yu Cheng, Daniel Honbo, Doug Downey, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary |
| 2011 | ICDM | Learning to Group Web Text Incorporating Prior Information. | Yu Cheng, Kunpeng Zhang, Yusheng Xie, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary |
| 2011 | ICDM | SES: Sentiment Elicitation System for Social Media Data. | Kunpeng Zhang, Yu Cheng, Yusheng Xie, Daniel Honbo, Ankit Agrawal, Diana Palsetia, Kathy Lee, Wei-keng Liao, Alok N. Choudhary |
| 2008 | ER | Linking Biological Databases Semantically for Knowledge Discovery. | Sudha Ram, Kunpeng Zhang, Wei Wei |
| 2006 | ISNN | Using a Neural Networking Method to Predict the Protein Phosphorylation Sites with Specific Kinase. | Kunpeng Zhang, Yun Xu, Yifei Shen, Guoliang Chen |