| 2025 | AAAI | SceneX: Procedural Controllable Large-Scale Scene Generation. | Mengqi Zhou, Yuxi Wang, Jun Hou, Shougao Zhang, Yiwei Li, Chuanchen Luo, Junran Peng, Zhaoxiang Zhang |
| 2025 | EMNLP | A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare. | Manar Aljohani, Jun Hou, Sindhura Kommu, Xuan Wang |
| 2025 | EMNLP | BTW: A Non-Parametric Variance Stabilization Framework for Multimodal Model Integration. | Jun Hou, Le Wang, Xuan Wang |
| 2025 | MICCAI | MVMIL: Multi-view Multiple Instance Learning for Whole Slide Image Classification of Bladder Cancer. | Shen Liu, Yihuang Hu, Weiping Lin, Ying Huang, Jun Hou, Baptiste Magnier, Liansheng Wang |
| 2024 | AAAI | Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators. | Sikai Bai, Shuaicheng Li, Weiming Zhuang, Jie Zhang, Kunlin Yang, Jun Hou, Shuai Yi, Shuai Zhang, Junyu Gao |
| 2024 | CVPR | DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning. | Sikai Bai, Jie Zhang, Song Guo, Shuaicheng Li, Jingcai Guo, Jun Hou, Tao Han, Xiaocheng Lu |
| 2023 | ADMA | Boosting Adversarial Attacks with Improved Sign Method. | Bowen Guo, Yuxin Yang, Qianmu Li, Jun Hou, Ya Rao |
| 2023 | DASC | Hybrid Multi-Strategy Improvements for The Aquila Optimizer. | Yinzhao Zhang, Wei Sun, Jun Hou, Qianmu Li |
| 2023 | ICLR | Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge Distillation. | Martin Zong, Zengyu Qiu, Xinzhu Ma, Kunlin Yang, Chunya Liu, Jun Hou, Shuai Yi, Wanli Ouyang |
| 2023 | ICONIP | MIC: An Effective Defense Against Word-Level Textual Backdoor Attacks. | Shufan Yang, Qianmu Li, Zhichao Lian, Pengchuan Wang, Jun Hou |
| 2022 | AAAI | Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention. | Kun Yan, Chenbin Zhang, Jun Hou, Ping Wang, Zied Bouraoui, Shoaib Jameel, Steven Schockaert |
| 2022 | BMVC | Scale-Prior Deformable Convolution for Exemplar-Guided Class-Agnostic Counting. | Wei Lin, Kunlin Yang, Xinzhu Ma, Junyu Gao, Lingbo Liu, Shinan Liu, Jun Hou, Shuai Yi, Antoni B. Chan |
| 2022 | BMVC | Probing Visual-Audio Representation for Video Highlight Detection via Hard-Pairs Guided Contrastive Learning. | Shuaicheng Li, Feng Zhang, Kunlin Yang, Lingbo Liu, Shinan Liu, Jun Hou, Shuai Yi |
| 2022 | BMVC | Pyramid Region-based Slot Attention Network for Temporal Action Proposal Generation. | Shuaicheng Li, Feng Zhang, Rui-Wei Zhao, Kunlin Yang, Lingbo Liu, Rui Feng, Jun Hou |
| 2022 | DASC | A Joint Knowledge Graph Reasoning Method. | Wenqing Yang, Xiaochao Li, Peng Wang, Jun Hou, Qianmu Li, Nan Zhang |
| 2022 | GECCO | Evolving convolutional neural networks for intrusion detection system using hybrid multi-strategy aquila optimizer. | Wei Sun, Qianmu Li, Pengchuan Wang, Jun Hou |
| 2022 | UIC | Attention-Based Knowledge-aware Multi-Interest Intelligent Model for Sequential Recommendation. | Yang Li, Qianmu Li, Shunmei Meng, Jun Hou |
| 2021 | ICA3PP | Transformer-Based Rating-Aware Sequential Recommendation. | Yang Li, Qianmu Li, Shunmei Meng, Jun Hou |
| 2021 | ICASSP | Representative Local Feature Mining for Few-Shot Learning. | Kun Yan, Lingbo Liu, Jun Hou, Ping Wang |
| 2021 | ICCV | GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer. | Shuaicheng Li, Qianggang Cao, Lingbo Liu, Kunlin Yang, Shinan Liu, Jun Hou, Shuai Yi |
| 2020 | AAAI | GTC: Guided Training of CTC towards Efficient and Accurate Scene Text Recognition. | Wenyang Hu, Xiaocong Cai, Jun Hou, Shuai Yi, Zhiping Lin |
| 2020 | ICIP | Pentadent-Net: Pedestrian Attribute Recognition With Distance Refinement And Correlation Mining. | Yuan Liu, Maoqing Tian, Jun Hou, Shuai Yi, Zhiping Lin |
| 2018 | ACCV | Generation of Virtual Dual Energy Images from Standard Single-Shot Radiographs Using Multi-scale and Conditional Adversarial Network. | Bo Zhou, Xunyu Lin, Brendan L. Eck, Jun Hou, David L. Wilson |
| 2015 | ICDE | Robust clustering of multi-type relational data via a heterogeneous manifold ensemble. | Jun Hou, Richi Nayak |
| 2015 | WISE | File Relation Graph Based Malware Detection Using Label Propagation. | Ming Ni, Qianmu Li, Hong Zhang, Tao Li, Jun Hou |
| 2013 | WISE | The Heterogeneous Cluster Ensemble Method Using Hubness for Clustering Text Documents. | Jun Hou, Richi Nayak |
| 2012 | ADCS | Finding additional semantic entity information for search engines. | Jun Hou, Richi Nayak, Jinglan Zhang |
| 2012 | GLOBECOM | Tone injection for PAPR reduction using parallel tabu search algorithm in OFDM systems. | Jun Hou, Chintha Tellambura, Jianhua Ge |
| 2011 | GLOBECOM | Immune Evolutionary Algorithm to Reduce PAPR of OFDM Signals Using PTS Technique. | Jun Hou, Jianhua Ge, Songtao Huang |
| 2008 | ICNC | An Adaptive Search Algorithm for Distributed Systems. | Li Sa, Lihui Shang, Jun Hou |
| 2008 | Interspeech | Parallel and hierarchical speech feature classification using frame and segment-based methods. | Jun Hou, Lawrence R. Rabiner, Sorin Dusan |
| 2007 | ICASSP | Multiframe Super-Resolution Reconstruction Based on Cycle-Spinning. | Yan Cheng, Xiangzhong Fang, Jun Hou, Songyu Yu |
| 2007 | Interspeech | Detection-based ASR in the automatic speech attribute transcription project. | Ilana Bromberg, Qian Qian, Jun Hou, Jinyu Li, Chengyuan Ma, Brett Matthews, Antonio Moreno-Daniel, Jeremy Morris, Sabato Marco Siniscalchi, Yu Tsao, Yu Wang |
| 2007 | Interspeech | On the use of time-delay neural networks for highly accurate classification of stop consonants. | Jun Hou, Lawrence R. Rabiner, Sorin Dusan |
| 2006 | ICASSP | Automatic Speech Attribute Transcription (ASAT) - The Front End Processor. | Jun Hou, Lawrence R. Rabiner, Sorin Dusan |
| 2005 | ICASSP | Rate Control for Motion JPEG2000 Using Correlation Prediction. | Jun Hou, Xiangzhong Fang, Rong Hou |
| 2004 | ICMI | Collaboration in parallel worlds. | Ashutosh Morde, Jun Hou, S. Kicha Ganapathy, Carlos D. Correa, Allan Meng Krebs, Lawrence R. Rabiner |