| 2026 | ICPR | Eliminating Object Hallucination in MLLMs via Convex Potential Flow Intervention. | Ziqiang Shi, Rujie Liu, Shanshan Yu, Koichi Shirahata |
| 2026 | WACV | Scalpel: Fine-Grained Alignment of Attention Activation Manifolds via Mixture Gaussian Bridges to Mitigate Multimodal Hallucination. | Ziqiang Shi, Rujie Liu, Shanshan Yu, Satoshi Munakata, Koichi Shirahata |
| 2025 | ICASSP | Attribute Conditional Diffusion-Augmented Person Re-Identification. | Shijie Nie, Ziqiang Shi, Rujie Liu, Song Guo, Meng Zhang, Mengjiao Wang, Kazuki Osamura, Lina Septiana, Narishige Abe |
| 2025 | SMC | Selective-SAM: Memory Optimization for Segment Anything Model 2 with Application in Self-Checkout Product Counting. | Zhongling Liu, Liu Liu, Ziqiang Shi, Rujie Liu, Jun Takahashi, Shan Jiang |
| 2025 | SMC | AugCount: Test-Time Semantic Augmentation via Diffusion for General Open-World Object Counting. | Ziqiang Shi, Rujie Liu, Jun Takahashi, Shan Jiang |
| 2025 | WACV | Bayesian Optimal Latent Projection for Noisy Image Restoration. | Ziqiang Shi, Rujie Liu, Jun Takahashi, Takuma Yamamoto |
| 2024 | ECCV | Reversible and Cascaded Lightweight Colour Constancy: Jointly Addressing Illumination Correction and White Balance. | Zihao Guo, Fei Li, Rujie Liu, Arisu Endo, Takashi Kikuchi, Shun Takeuchi |
| 2024 | ICASSP | Noisy Image Restoration Based on Conditional Acceleration Score Approximation. | Ziqiang Shi, Rujie Liu |
| 2024 | ICASSP | Langwave: Realistic Voice Generation Based on High-Order Langevin Dynamics. | Ziqiang Shi, Rujie Liu |
| 2024 | ICIP | Project, Skate, and Refresh: Improved Schrdinger Bridge Sampler for Image Restoration. | Ziqiang Shi, Rujie Liu |
| 2024 | ICPR | RTAT: A Robust Two-Stage Association Tracker for Multi-object Tracking. | Song Guo, Rujie Liu, Narishige Abe |
| 2024 | SMC | Self-Checkout Product Detection with Occlusion Layer Prediction and Intersection Weighting. | Zhongling Liu, Ziqiang Shi, Rujie Liu, Liu Liu, Takuma Yamamoto, Daisuke Uchida |
| 2024 | WACV | Conditional Velocity Score Estimation for Image Restoration. | Ziqiang Shi, Rujie Liu |
| 2023 | CVPR | CheckSORT: Refined Synthetic Data Combination and Optimized SORT for Automatic Retail Checkout. | Ziqiang Shi, Zhongling Liu, Liu Liu, Rujie Liu, Takuma Yamamoto, Xiaoyu Mi, Daisuke Uchida |
| 2023 | ICASSP | Semi-Supervised Contrastive Learning with Soft Mask Attention for Facial Action Unit Detection. | Zhongling Liu, Rujie Liu, Ziqiang Shi, Liu Liu, Xiaoyu Mi, Kentaro Murase |
| 2022 | ACCV | Temporal Extension Topology Learning for Video-Based Person Re-identification. | Jiaqi Ning, Fei Li, Rujie Liu, Shun Takeuchi, Genta Suzuki |
| 2020 | Interspeech | Speech Separation Based on Multi-Stage Elaborated Dual-Path Deep BiLSTM with Auxiliary Identity Loss. | Ziqiang Shi, Rujie Liu, Jiqing Han |
| 2019 | CVPR | A pairwise learning strategy for video-based face recognition. | Meng Zhang, Rujie Liu, Hajime Nada, Hidetsugu Uchida, Tomoaki Matsunami, Narishige Abe |
| 2019 | ICASSP | Furcax: End-to-end Monaural Speech Separation Based on Deep Gated (De)convolutional Neural Networks with Adversarial Example Training. | Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Shoji Hayakawa, Jiqing Han |
| 2019 | Interspeech | End-to-End Monaural Speech Separation with Multi-Scale Dynamic Weighted Gated Dilated Convolutional Pyramid Network. | Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Shoji Hayakawa, Shouji Harada, Jiqing Han |
| 2019 | Interspeech | Deep Attention Gated Dilated Temporal Convolutional Networks with Intra-Parallel Convolutional Modules for End-to-End Monaural Speech Separation. | Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Jiqing Han, Anyan Shi |
| 2018 | ICIP | Discover the Effective Strategy for Face Recognition Model Compression by Improved Knowledge Distillation. | Mengjiao Wang, Rujie Liu, Narishige Abe, Hidetsugu Uchida, Tomoaki Matsunami, Shigefumi Yamada |
| 2018 | Interspeech | Double Joint Bayesian Modeling of DNN Local I-Vector for Text Dependent Speaker Verification with Random Digit Strings. | Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu |
| 2018 | Interspeech | Joint Learning of J-Vector Extractor and Joint Bayesian Model for Text Dependent Speaker Verification. | Ziqiang Shi, Liu Liu, Huibin Lin, Rujie Liu |
| 2018 | Interspeech | Latent Factor Analysis of Deep Bottleneck Features for Speaker Verification with Random Digit Strings. | Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu |
| 2018 | IPAS | A Similarity Measurement Method for Diffuse Lung Disease CT Slice Image Retrieval. | Mengjiao Wang, Rujie Liu |
| 2017 | ASRU | Multi-view (Joint) probability linear discrimination analysis for J-vector based text dependent speaker verification. | Ziqiang Shi, Liu Liu, Mengjiao Wang, Rujie Liu |
| 2017 | CVPR | Learning Residual Images for Face Attribute Manipulation. | Wei Shen, Rujie Liu |
| 2017 | DICTA | Color Mapping for 3D Geometric Models without Reference Image Locations. | Fei Li, Yunfan Du, Hu Tian, Rujie Liu |
| 2017 | ICMLA | Better Worst-Case Complexity Analysis of the Block Coordinate Descent Method for Large Scale Machine Learning. | Ziqiang Shi, Rujie Liu |
| 2017 | MMM | Color-Introduced Frame-to-Model Registration for 3D Reconstruction. | Fei Li, Yunfan Du, Rujie Liu |
| 2015 | PAKDD | Online and Stochastic Universal Gradient Methods for Minimizing Regularized Hlder Continuous Finite Sums in Machine Learning. | Ziqiang Shi, Rujie Liu |
| 2015 | PSIVT | Fast Interactive Image Segmentation Using Bipartite Graph Based Random Walk with Restart. | Yunfan Du, Fei Li, Rujie Liu |
| 2013 | CAIP | Multi-SVM Multi-instance Learning for Object-Based Image Retrieval. | Fei Li, Rujie Liu, Takayuki Baba |
| 2013 | ICCV | Semi-supervised Learning for Large Scale Image Cosegmentation. | Zhengxiang Wang, Rujie Liu |
| 2012 | ICPR | Graph-based dimensionality reduction for KNN-based image annotation. | Xi Liu, Rujie Liu, Fei Li, Qiong Cao |
| 2012 | ICPR | A renewed image annotation baseline by image embedding and tag correlation. | Rujie Liu, Yuehong Wang, Hao Yu, Satoshi Naoi |
| 2011 | ICIP | Graph-based multiple-instance learning with instance weighting for image retrieval. | Fei Li, Rujie Liu |
| 2010 | ICIP | An automatic vehicle detection method based on traffic videos. | Qiong Cao, Rujie Liu, Fei Li, Yuehong Wang |
| 2009 | CAIP | Shape Detection from Line Drawings by Hierarchical Matching. | Rujie Liu, Yuehong Wang, Takayuki Baba, Daiki Masumoto |
| 2008 | ICPR | Semi-supervised learning by locally linear embedding in kernel space. | Rujie Liu, Yuehong Wang, Takayuki Baba, Daiki Masumoto |
| 2008 | MMM | An Images-Based 3D Model Retrieval Approach. | Yuehong Wang, Rujie Liu, Takayuki Baba, Yusuke Uehara, Daiki Masumoto, Shigemi Nagata |
| 2007 | CAIP | SVM-Based Active Feedback in Image Retrieval Using Clustering and Unlabeled Data. | Rujie Liu, Yuehong Wang, Takayuki Baba, Yusuke Uehara, Daiki Masumoto, Shigemi Nagata |
| 2005 | ISM | Similarity-based Partial Image Retrieval System for Engineering Drawings. | Takayuki Baba, Rujie Liu, Susumu Endo, Shuichi Shiitani, Yusuke Uehara, Daiki Masumoto, Shigemi Nagata |
| 2004 | DAS | Attributed Graph Matching Based Engineering Drawings Retrieval. | Rujie Liu, Takayuki Baba, Daiki Masumoto |