| 2026 | DATE | Efficient Throughput Analysis of Synchronous Dataflow Graphs via Parametric Shortest Path. | Zhengzheng Tian, Mingze Ma, Jian Hou |
| 2026 | WWW | Personalized Federated Fine-Tuning for LLMs via Data-Driven Heterogeneous Model Architectures. | Yicheng Zhang, Zhen Qin, Zhaomin Wu, Jian Hou, Shuiguang Deng |
| 2025 | ICDE | CADRL: Category-Aware Dual-Agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs. | Shangfei Zheng, Hongzhi Yin, Tong Chen, Xiangjie Kong, Jian Hou, Pengpeng Zhao |
| 2025 | IROS | UniTac-NV: A Unified Tactile Representation For Non-Vision-Based Tactile Sensors | Jian Hou, Xin Zhou, Qihan Yang, Adam J. Spiers |
| 2025 | PRICAI | Improving Nystrm Spectral Clustering with Unsupervised Vector Quantization and Incomplete Cholesky Decomposition. | Jinda Du, Jian Hou, Huaqiang Yuan |
| 2024 | ACML | Robust Multi-Agent Reinforcement Learning for Autonomous Vehicle in Noisy Highway Environments. | Lilan Lin, Xiaotong Nie, Jian Hou |
| 2024 | ICPR | Enhancing Graph-Based Clustering with the Regularity Lemma. | Jian Hou, Juntao Ge, Huaqiang Yuan, Marcello Pelillo |
| 2024 | ICPR | Adaptive Nearest Neighbor Density Peak Clustering Based on Fuzzy Logic. | Houshen Lin, Jian Hou, Huaqiang Yuan |
| 2024 | KSEM | Efficient Affinity Propagation Clustering Based on Szemerdi's Regularity Lemma. | Jian Hou, Juntao Ge, Huaqiang Yuan |
| 2024 | KSEM | Adaptive Density Peak Clustering with Optimized Border-Peeling. | Houshen Lin, Jian Hou, Huaqiang Yuan |
| 2024 | PRICAI | Sequential Clustering for Real-World Datasets. | Chongwei Huang, Jian Hou, Huaqiang Yuan |
| 2024 | PRICAI | Rapid Cooperative Guidance with Finite Time Convergence. | Junkang Wang, Lili Wang, Jian Hou |
| 2023 | MMM | Weighted Multi-view Clustering Based on Internal Evaluation. | Haoqi Xu, Jian Hou, Huaqiang Yuan |
| 2022 | ISSRE | Resilient Mechanism Against Byzantine Failure for Distributed Deep Reinforcement Learning. | Mingyue Zhang, Zhi Jin, Jian Hou, Renwei Luo |
| 2021 | AAAI | Reinforcement Learning Based Multi-Agent Resilient Control: From Deep Neural Networks to an Adaptive Law. | Jian Hou, Fangyuan Wang, Lili Wang, Zhiyong Chen |
| 2020 | ICPR | Efficient Game-Theoretic Hypergraph Matching. | Jian Hou, Nai-Ming Qi |
| 2019 | ICANN | Merging DBSCAN and Density Peak for Robust Clustering. | Jian Hou, Chengcong Lv, Aihua Zhang, Xu E |
| 2018 | ICANN | A Target Dominant Sets Clustering Algorithm. | Jian Hou, Chengcong Lv, Aihua Zhang, Xu E |
| 2018 | ICPR | A Game- Theoretic Hyper-Graph Matching Algorithm. | Jian Hou, Marcello Pelillo |
| 2018 | IJCNN | A Centerness Peak Based Clustering Algorithm. | Jian Hou, Aihua Zhang |
| 2018 | KSEM | Enhancing Cluster Center Identification in Density Peak Clustering. | Jian Hou, Aihua Zhang, Chengcong Lv, Xu E |
| 2017 | IDEAL | An Improved Density Peak Clustering Algorithm. | Jian Hou, Xu E |
| 2017 | ISNN | Dominant Set Based Density Kernel and Clustering. | Jian Hou, Shen Yin |
| 2017 | PAKDD | Clustering Based on Dominant Set and Cluster Expansion. | Jian Hou, Wei-Xue Liu |
| 2016 | ICPR | A new density kernel in density peak based clustering. | Jian Hou, Marcello Pelillo |
| 2016 | IJCNN | An enhanced dominant sets clustering method. | Jian Hou, Wei-Xue Liu, Hongxia Cui |
| 2016 | IECON | Fault Detection and process monitoring of industrial process based on spherical kernel T-PLS. | Zelin Ren, Jian Hou, Hongpeng Zhou |
| 2016 | IECON | PCA and KPCA integrated Support Vector Machine for multi-fault classification. | Shen Yin, Chen Jing, Jian Hou, Okyay Kaynak, Huijun Gao |
| 2016 | MMM | Dominant Set Based Data Clustering and Image Segmentation. | Jian Hou, Chunshi Sha, Hongxia Cui, Lei Chi |
| 2014 | ICIP | Merging dominant sets and DBSCAN for robust clustering and image segmentation. | Jian Hou, Chunshi Sha, Lei Chi, Qi Xia, Naiming Qi |
| 2014 | ICPR | Robust Clustering Based on Dominant Sets. | Jian Hou, Xu E, Lei Chi, Qi Xia, Naiming Qi |
| 2013 | ICIP | DSET++: A robust clustering algorithm. | Jian Hou, Xu E, Lei Chi, Qi Xia, Naiming Qi |
| 2012 | ICASSP | A graph-theoretic approach to classifier combination. | Jian Hou, Zhan-Shen Feng, Bo-Ping Zhang |
| 2012 | ICPR | Dominant set and target clique extraction. | Jian Hou, Xu E, Lei Chi, Qi Xia, Naiming Qi |
| 2011 | GLOBECOM | Mobile Assister Based Collaborative Beamforming for Distributed Sensor Networks. | Jian Hou, Gangfeng Yan, Zhiyun Lin |
| 2011 | ISVC | Towards a Universal and Limited Visual Vocabulary. | Jian Hou, Zhan-Shen Feng, Yong Yang, Naiming Qi |
| 2011 | ISVC | Evaluating Feature Combination in Object Classification. | Jian Hou, Bo-Ping Zhang, Naiming Qi, Yong Yang |
| 2010 | GLOBECOM | Distributed Transmit Beamforming with Autonomous and Self-Organizing Mobile Antennas. | Jian Hou, Zhiyun Lin, Wenyuan Xu, Gangfeng Yan |
| 2010 | MMM | Image Matching Based on Representative Local Descriptors. | Jian Hou, Naiming Qi, Jianxin Kang |