| 2026 | AAAI | FedSkeleton: Secure Multi-Party Graph Skeleton Construction for Privacy-Preserving Federated Time-Series Forecasting. | Henggang Deng, Yuchao Tang, Wenjie Fu, Huandong Wang, Kun Chen, Tao Jiang |
| 2026 | AAAI | AdaptJobRec: Enhancing Conversational Career Recommendation Through an LLM-Powered Agentic System. | Qixin Wang, Dawei Wang, Kun Chen, Yaowei Hu, Puneet Girdhar, Ruoteng Wang, Aadesh Gupta, Chaitanya Devella, Wenlai Guo, Shangwen Huang, Bachir Aoun, Greg Hayworth, Han Li, Xintao Wu |
| 2026 | ACL | MPR-GUI: Benchmarking and Enhancing Multilingual Perception and Reasoning in GUI Agents. | Ruihan Chen, Qiming Li, Xiaocheng Feng, Weihong Zhong, Xiaoliang Yang, Yuxuan Gu, Zekun Zhou, Yunfei Lu, Haoyu Ren, Kun Chen, Dandan Tu, Bing Qin |
| 2026 | ACL | Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering. | Qiming Li, Xiaocheng Feng, Yixuan Ma, Ruihan Chen, Zihe Tong, Zekai Ye, Xiachong Feng, Libo Qin, Haoyu Ren, Kun Chen, Yunfei Lu, Dandan Tu, Bing Qin |
| 2026 | ACL | PuzzleClone: A DSL-Powered Framework for Synthesizing Verifiable Data. | Kai Xiong, Yanwei Huang, Rongjunchen Zhang, Kun Chen, Haipang Wu, Yingcai Wu |
| 2026 | ICDE | Improving GPU Tensor Query Processing for Resource-Constrained Environments. | Qian Xu, Feng Zhang, Shijie Gao, Kun Chen, Jianhua Wang, Zheng Chen, Xiaoyong Du |
| 2026 | NDSS | RoundRole: Unlocking the Efficiency of Multi-party Computation with Bandwidth-aware Execution. | Xiaoyu Fan, Kun Chen, Jiping Yu, Xin Liu, Yunyi Chen, Wei Xu |
| 2025 | ACL | DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling. | Minzheng Wang, Xinghua Zhang, Kun Chen, Nan Xu, Haiyang Yu, Fei Huang, Wenji Mao, Yongbin Li |
| 2025 | CCS | Correlation-Aware Secure Sorting and Permutation for Iterative Two-Party Graph Analysis. | Yunyi Chen, Jiping Yu, Kun Chen, Xiaoyu Fan, Xiaowei Zhu, Wenguang Chen |
| 2025 | CCS | Lodia: Towards Optimal Sparse Matrix-Vector Multiplication for Batched Fully Homomorphic Encryption. | Jiping Yu, Kun Chen, Xiaoyu Fan, Yunyi Chen, Xiaowei Zhu, Wenguang Chen |
| 2025 | CVPR | Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution. | Siwei Tu, Ben Fei, Weidong Yang, Fenghua Ling, Hao Chen, Zili Liu, Kun Chen, Hang Fan, Wanli Ouyang, Lei Bai |
| 2025 | ICICS | DTGAN: Diverse-Task Generative Adversarial Networks for Intrusion Detection Systems Against Adversarial Examples. | Yiyang Wang, Xiabai Wu, Kun Chen |
| 2025 | ICLR | PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling. | Junchao Gong, Siwei Tu, Weidong Yang, Ben Fei, Kun Chen, Wenlong Zhang, Xiaokang Yang, Wanli Ouyang, Lei Bai |
| 2025 | ICLR | VAE-Var: Variational Autoencoder-Enhanced Variational Methods for Data Assimilation in Meteorology. | Yi Xiao, Qilong Jia, Kun Chen, Lei Bai, Wei Xue |
| 2025 | ICPADS | Heuristica: A Distributed System for Self-Reasoning Neuro-Symbolic Digital Twins in Ubiquitous Health Monitoring. | Kun Chen, Chenyang Xu, Hao Wang |
| 2025 | ICPADS | FedTrim: A Unified Framework for Secure, Private, and Efficient Federated Learning via In-TEE Model Debloating. | Jiaxu Guo, Kun Chen, Hao Wang |
| 2025 | MSR | Human-In-The-Loop Software Development Agents: Challenges and Future Directions. | Jirat Pasuksmit, Wannita Takerngsaksiri, Patanamon Thongtanunam, Chakkrit Tantithamthavorn, Ruixiong Zhang, Shiyan Wang, Fan Jiang, Jing Li, Evan Cook, Kun Chen, Ming Wu |
| 2024 | CIKM | Collaborative Fraud Detection on Large Scale Graph Using Secure Multi-Party Computation. | Xin Liu, Xiaoyu Fan, Rong Ma, Kun Chen, Yi Li, Guosai Wang, Wei Xu |
| 2024 | ICML | Towards a Self-contained Data-driven Global Weather Forecasting Framework. | Yi Xiao, Lei Bai, Wei Xue, Hao Chen, Kun Chen, Kang Chen, Tao Han, Wanli Ouyang |
| 2022 | CCS | NFGen: Automatic Non-linear Function Evaluation Code Generator for General-purpose MPC Platforms. | Xiaoyu Fan, Kun Chen, Guosai Wang, Mingchun Zhuang, Yi Li, Wei Xu |
| 2022 | ICCS | A Productive and Scalable Actor-Based Programming System for PGAS Applications. | Sri Raj Paul, Akihiro Hayashi, Kun Chen, Vivek Sarkar |
| 2022 | ICML | On Non-local Convergence Analysis of Deep Linear Networks. | Kun Chen, Dachao Lin, Zhihua Zhang |
| 2022 | Interspeech | iCNN-Transformer: An improved CNN-Transformer with Channel-spatial Attention and Keyword Prediction for Automated Audio Captioning. | Kun Chen, Jun Wang, Feng Deng, Xiaorui Wang |
| 2022 | KDD | Collaboration Equilibrium in Federated Learning. | Sen Cui, Jian Liang, Weishen Pan, Kun Chen, Changshui Zhang, Fei Wang |
| 2022 | PRICAI | Link Prediction via Fused Attribute Features Activation with Graph Convolutional Network. | Yayao Zuo, Yang Zhou, Biao Yi, Minghao Zhan, Kun Chen |
| 2021 | AMIA | Multi-task deep learning-based survival analysis on the prognosis of late AMD using the longitudinal data in AREDS. | Gregory C. Ghahramani, Matthew Brendel, Mingquan Lin, Qingyu Chen, Tiarnan D. Keenan, Kun Chen, Emily Y. Chew, Zhiyong Lu, Yifan Peng, Fei Wang |
| 2021 | ICML | Communication-Efficient Distributed SVD via Local Power Iterations. | Xiang Li, Shusen Wang, Kun Chen, Zhihua Zhang |
| 2021 | MICCAI | Enhanced Breast Lesion Classification via Knowledge Guided Cross-Modal and Semantic Data Augmentation. | Kun Chen, Yuanfan Guo, Canqian Yang, Yi Xu, Rui Zhang, Chunxiao Li, Rong Wu |
| 2020 | KES | Automated Robot-based Large-Scale 3D Surface Imaging. | Kun Chen, Jingjing Wen, Jing Wu, Ze Ji |
| 2020 | MOBICOM | The implementation of stigmergy in network-assisted multi-agent system. | Kun Chen, Rongpeng Li, Jon Crowcroft, Zhifeng Zhao, Honggang Zhang |
| 2018 | AMIA | Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease. | Xi Zhang, Lifang He, Kun Chen, Yuan Luo, Jiayu Zhou, Fei Wang |
| 2018 | IJCAI | Beyond the Click-Through Rate: Web Link Selection with Multi-level Feedback. | Kun Chen, Kechao Cai, Longbo Huang, John C. S. Lui |
| 2018 | INFOCOM | Timely-Throughput Optimal Scheduling with Prediction. | Kun Chen, Longbo Huang |
| 2018 | SC | A Unified Runtime for PGAS and Event-Driven Programming. | Sri Raj Paul, Kun Chen, Akihiro Hayashi, Max Grossman, Vivek Sarkar, Jason DeVinney, Bill Carlson |
| 2017 | ICDM | Multi-level Feedback Web Links Selection Problem: Learning and Optimization. | Kechao Cai, Kun Chen, Longbo Huang, John C. S. Lui |
| 2016 | AMIA | Using Hospitalization and Suicide Mortality Data to Identify Subpopulation of High Suicide Risk via Survival Modeling. | Kun Chen, Fei Wang, Robert H. Aseltine |
| 2016 | ISIT | Age-of-information in the presence of error. | Kun Chen, Longbo Huang |
| 2016 | PIMRC | Energy efficiency optimization in OFDMA heterogeneous networks with RF energy harvesting. | Zhiqiang Chen, Xiangming Wen, Zhaoming Lu, Wenpeng Jing, Zeguo Xi, Kun Chen |
| 2016 | PIMRC | Performance analysis of delayed mobile data offloading with multi-level priority. | Heng Xu, Xiangming Wen, Zhaoming Lu, Zhiqun Hu, Wenpeng Jing, Kun Chen |
| 2014 | CSCWD | Development of rapid prototyping slicing software based on STL model. | Xiaodi Pan, Kun Chen, Dingfang Chen |
| 2014 | HCI | Gestures: The Reformer of the User's Mental Model in Mobile HCI. | Tian Lei, Luyao Xiong, Kun Chen, Xu Liu, Yin Cao, Qi Zhang, Dongyuan Liu, Sisi Guo |
| 2011 | ICWS | Modeling Business Process of Web Services with an Extended STRIPS Operations to Detection Feature Interaction Problems Runtime. | Jiuyun Xu, Kun Chen, Youxiang Duan, Stephan Reiff-Marganiec |
| 2011 | WSDM | Multi-dimensional search result diversification. | Zhicheng Dou, Sha Hu, Kun Chen, Ruihua Song, Ji-Rong Wen |
| 2010 | SERVICES | Web Services Feature Interaction Detection Based on Situation Calculus. | Jiuyun Xu, Wengong Yu, Kun Chen, Stephan Reiff-Marganiec |
| 2009 | ICNC | The Temperature Control of the Furnace Based on PID of Grey Predicting's Neural Network. | Jiao-yu Liu, Yong-hui Cheng, Kun Chen |
| 2009 | ICWS | Markov-HTN Planning Approach to Enhance Flexibility of Automatic Web Service Composition. | Kun Chen, Jiuyun Xu, Stephan Reiff-Marganiec |
| 2007 | ICDCIT | An Adaptive Metadata Model for Domain-Specific Service Registry. | Kun Chen, Yanbo Han, Dongju Yang, Yongshan Wei, Wubin Li |
| 2007 | ICSOC | Execution Optimization for Composite Services Through Multiple Engines. | Wubin Li, Zhuofeng Zhao, Jun Fang, Kun Chen |
| 2006 | RE | Identification of Crosscutting Requirements Based on Feature Dependency Analysis. | Kun Chen, Haiyan Zhao, Wei Zhang, Hong Mei |
| 2005 | RE | An Approach to Constructing Feature Models Based on Requirements Clustering. | Kun Chen, Wei Zhang, Haiyan Zhao, Hong Mei |