| 2026 | ACL | FlashMem: Distilling Intrinsic Latent Memory via Computation Reuse. | Yubo Hou, Zhisheng Chen, Tao Wan, Zengchang Qin |
| 2025 | CBMS | Radgen: A Cross-Modal Fusion System for Automated Radiology Report Generation. | Qianhao Han, Daniel Ding, Junyi Liu, Zengchang Qin, Zheng Zheng |
| 2025 | COLING | Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation. | Zijie Zhong, Hanwen Liu, Xiaoya Cui, Xiaofan Zhang, Zengchang Qin |
| 2025 | COLING | SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task. | Zijie Zhong, Linqing Zhong, Zhaoze Sun, Qingyun Jin, Zengchang Qin, Xiaofan Zhang |
| 2025 | EMNLP | Align Attention Heads Before Merging Them: An Effective Way for Converting MHA to GQA. | Qingyun Jin, Xiaohui Song, Feng Zhou, Zengchang Qin |
| 2025 | ICONIP | GraIS: Graph-Based Interpretable Network for Sepsis Mortality Prediction Using Multi-modal Electronic Health Records. | Lei Cao, Hanyu Wang, Tao Wan, Xiaoli Liu, Zengchang Qin |
| 2025 | ICWSM | Contrastive Instruction Fine-Tuning Large Multimodal Model for Hateful Meme Classification. | Ming Shan Hee, Zihan Gao, Yinglong Wang, Xiangxiang Chu, Roy Ka-Wei Lee, Zengchang Qin |
| 2025 | PAKDD | MCA: Multimodal Contrastive Augmentation for Medical Report Generation. | Junyi Liu, Tao Wan, Zengchang Qin |
| 2025 | PAKDD | CADReN: Contextual Anchor-Driven Relational Network for Controllable Cross-Graphs Node Importance Estimation. | Zijie Zhong, Yunhui Zhang, Ziyi Chang, Zengchang Qin |
| 2024 | ICASSP | Robust Lightweight Depth Estimation Model via Data-Free Distillation. | Zihan Gao, Peng Gao, Wei Yin, Yifan Liu, Zengchang Qin |
| 2024 | ICIP | Caseg: Clip-Based Action Segmentation With Learnable Text Prompt. | Suyuan Huang, Haoxin Zhang, Yanyu Xu, Yan Gao, Yao Hu, Zengchang Qin |
| 2024 | ICIP | S | Yuxi Lu, Zhuming Zhang, Shiming Lin, Dengpan Zhang, Haibin Ma, Zengchang Qin |
| 2023 | ICCV | Boosting Semantic Segmentation from the Perspective of Explicit Class Embeddings. | Yuhe Liu, Chuanjian Liu, Kai Han, Quan Tang, Zengchang Qin |
| 2022 | CVPR | Reasoning with Multi-Structure Commonsense Knowledge in Visual Dialog. | Shunyu Zhang, Xiaoze Jiang, Zequn Yang, Tao Wan, Zengchang Qin |
| 2022 | ICML | Sparse Double Descent: Where Network Pruning Aggravates Overfitting. | Zheng He, Zeke Xie, Quanzhi Zhu, Zengchang Qin |
| 2021 | ICONIP | Random Neural Graph Generation with Structure Evolution. | Yuguang Zhou, Zheng He, Tao Wan, Zengchang Qin |
| 2020 | AAAI | DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue. | Xiaoze Jiang, Jing Yu, Zengchang Qin, Yingying Zhuang, Xingxing Zhang, Yue Hu, Qi Wu |
| 2020 | ICIP | Prior Visual Relationship Reasoning For Visual Question Answering. | Zhuoqian Yang, Zengchang Qin, Jing Yu, Tao Wan |
| 2020 | ICIP | A Lightweight Network Model For Video Frame Interpolation Using Spatial Pyramids. | Jiankai Zhuang, Zengchang Qin, Jialu Chen, Tao Wan |
| 2020 | ICONIP | A Deep Learning Model for Early Prediction of Sepsis from Intensive Care Unit Records. | Rui Zhao, Tao Wan, Deyu Li, Zhengbo Zhang, Zengchang Qin |
| 2020 | IJCAI | DAM: Deliberation, Abandon and Memory Networks for Generating Detailed and Non-repetitive Responses in Visual Dialogue. | Xiaoze Jiang, Jing Yu, Yajing Sun, Zengchang Qin, Zihao Zhu, Yue Hu, Qi Wu |
| 2019 | CVPR | Structured Knowledge Distillation for Semantic Segmentation. | Yifan Liu, Ke Chen, Chris Liu, Zengchang Qin, Zhenbo Luo, Jingdong Wang |
| 2019 | ICASSP | Pixel Level Data Augmentation for Semantic Image Segmentation Using Generative Adversarial Networks. | Shuangting Liu, Jiaqi Zhang, Yuxin Chen, Yifan Liu, Zengchang Qin, Tao Wan |
| 2019 | ICASSP | A Sequential Guiding Network with Attention for Image Captioning. | Daouda Sow, Zengchang Qin, Mouhamed Niasse, Tao Wan |
| 2019 | ICIP | Multi-Level Network for High-Speed Multi-Person Pose Estimation. | Ying Huang, Jiankai Zhuang, Zengchang Qin |
| 2019 | KSEM | Semantic Modeling of Textual Relationships in Cross-modal Retrieval. | Jing Yu, Chenghao Yang, Zengchang Qin, Zhuoqian Yang, Yue Hu, Zhiguo Shi |
| 2018 | ICONIP | Improved Nuclear Segmentation on Histopathology Images Using a Combination of Deep Learning and Active Contour Model. | Lei Zhao, Tao Wan, Hongxiang Feng, Zengchang Qin |
| 2018 | PAKDD | Text Generation Based on Generative Adversarial Nets with Latent Variables. | Heng Wang, Zengchang Qin, Tao Wan |
| 2018 | PAKDD | Emotion Classification with Data Augmentation Using Generative Adversarial Networks. | Xinyue Zhu, Yifan Liu, Jiahong Li, Tao Wan, Zengchang Qin |
| 2017 | ICIP | Kinetic measures for distinguishing vulnerable from stable atherosclerotic plaque with dynamic contrast-enhanced MRI. | Zengchang Qin, Yaping Wang, Wanshu Zhang, Jianhui Chen, Tao Wan |
| 2017 | ICONIP | Motif Iteration Model for Network Representation. | Lintao Lv, Zengchang Qin, Tao Wan |
| 2017 | ICONIP | A Radiomics Approach for Automated Identification of Aggressive Tumors on Combined PET and Multi-parametric MRI. | Tao Wan, Bixiao Cui, Yaping Wang, Zengchang Qin, Jie Lu |
| 2016 | PKAW | Stable Matching in Structured Networks. | Ying Ling, Tao Wan, Zengchang Qin |
| 2016 | PRICAI | Learning Sentimental Weights of Mixed-gram Terms for Classification and Visualization. | Tszhang Guo, Bowen Li, Zihao Fu, Tao Wan, Zengchang Qin |
| 2015 | IBPRIA | A Bag-of-phonemes Model for Homeplace Classification of Mandarin Speakers. | Hanqing Zhao, Zengchang Qin, Yiyu Wang, Yuxiao Wang |
| 2014 | ICIP | A confidence growing model for super-resolution. | Sina Lin, Zengchang Qin, Renjie Liao, Tao Wan |
| 2014 | ICIP | Wavelet-based statistical features for distinguishing mitotic and non-mitotic cells in breast cancer histopathology. | Tao Wan, Xu Liu, Jianhui Chen, Zengchang Qin |
| 2014 | PAKDD | A Graphical Model for Collective Behavior Learning Using Minority Games. | Farhan Khawar, Zengchang Qin |
| 2014 | WSDM | Nonparametric bayesian upstream supervised multi-modal topic models. | Renjie Liao, Jun Zhu, Zengchang Qin |
| 2013 | ADMA | A Bag-of-Tones Model with MFCC Features for Musical Genre Classification. | Zengchang Qin, Wei Liu, Tao Wan |
| 2013 | ICASSP | Color saliency model based on mean shift segmentation. | Xu Liu, Zengchang Qin, Xiaofan Zhang, Tao Wan |
| 2013 | ICASSP | A robust fusion scheme for multifocus images using sparse features. | Tao Wan, Zengchang Qin, Chenchen Zhu, Renjie Liao |
| 2013 | VCIP | Salient object detection in image sequences via spatial-temporal cue. | Chuang Gan, Zengchang Qin, Jia Xu, Tao Wan |
| 2013 | VCIP | What color is an object? | Xiaofan Zhang, Zengchang Qin, Xu Liu, Tao Wan |
| 2012 | ACCV | Image Super-Resolution Using Local Learnable Kernel Regression. | Renjie Liao, Zengchang Qin |
| 2012 | ADMA | Cross-Modal Information Retrieval - A Case Study on Chinese Wikipedia. | Yonghui Cong, Zengchang Qin, Jing Yu, Tao Wan |
| 2012 | ICMLC | Statistical fault localization using execution sequence. | Zunwen You, Zengchang Qin, Zheng Zheng |
| 2012 | ICMLC | Semi-automatic image annotation using sparse coding. | Weifeng Zhang, Zengchang Qin, Tao Wan |
| 2012 | ICPR | Cross-modal topic correlations for multimedia retrieval. | Jing Yu, Yonghui Cong, Zengchang Qin, Tao Wan |
| 2011 | ICCCI | Exploring Market Behaviors with Evolutionary Mixed-Games Learning Model. | Yu Du, Yingsai Dong, Zengchang Qin, Tao Wan |
| 2011 | ICIAP | Statistical Multisensor Image Segmentation in Complex Wavelet Domains. | Tao Wan, Zengchang Qin |
| 2011 | ICMLC | Image scene categorization using multi-bag-of-features. | Weifeng Zhang, Zengchang Qin, Tao Wan |
| 2011 | ICONIP | Topic Modeling of Chinese Language Using Character-Word Relations. | Qi Zhao, Zengchang Qin, Tao Wan |
| 2010 | ICMLC | A novel serial crime prediction model based on Bayesian learning theory. | Renjie Liao, Xueyao Wang, Lun Li, Zengchang Qin |
| 2010 | ICMLC | Dissimilarity measure of logical expressions. | Weifeng Zhang, Zengchang Qin |
| 2008 | EMNLP | Question Classification using Head Words and their Hypernyms. | Zhiheng Huang, Marcus Thint, Zengchang Qin |
| 2007 | IFSA | Fuzziness and Performance: An Empirical Study with Linguistic Decision Trees. | Zengchang Qin, Jonathan Lawry |
| 2007 | IFSA | Deduction Engine Design for PNL-Based Question Answering System. | Zengchang Qin, Marcus Thint, Mirza Mohd. Sufyan Beg |
| 2006 | ICMLA | Naive Bayes Classification Given Probability Estimation Trees. | Zengchang Qin |
| 2006 | ICMLA | Market Mechanism Designs with Heterogeneous Trading Agents. | Zengchang Qin |
| 2005 | ECSQARU | Hybrid Bayesian Estimation Trees Based on Label Semantics. | Zengchang Qin, Jonathan Lawry |