| 2026 | AAAI | From Pixels to Logic: A Perception-Reasoning Decomposition Framework for Open-World Referring Expression Comprehension. | Lihong Huang, Sheng-hua Zhong, Zhi Zhang, Yan Liu |
| 2026 | AAAI | Is Symbolic Music a Specific Language? Exploring Inspiration-to-Structure Machine Composition via LLMs. | Zhejing Hu, Yan Liu, Zhi Zhang, Aiwei Zhang, Sheng-hua Zhong, Bruce X. B. Yu, Gong Chen |
| 2025 | AAAI | Mixture of Knowledge Minigraph Agents for Literature Review Generation. | Zhi Zhang, Yan Liu, Sheng-hua Zhong, Gong Chen, Yu Yang, Jiannong Cao |
| 2025 | ECAI | Inductive Cognitive Diagnosis Model Integrating the Characteristics of Learners' Answering Behavior. | Linhao Zhou, Sheng-hua Zhong, Yan Liu |
| 2025 | EMNLP | Towards General-Domain Word Sense Disambiguation: Distilling Large Language Model into Compact Disambiguator. | Liqiang Ming, Sheng-hua Zhong, Yuncong Li |
| 2025 | HPCC | TOPSIS-FGD: A Multidimensional Resource Scheduling Strategy for Fragmentation Optimization. | Haohan Chen, Bingjian Yao, Jieting Zhang, Zhijiao Xiao, Lingjie Li, Yuhong Feng, Sheng-hua Zhong |
| 2023 | IJCNN | EEG Model Compression by Network Pruning for Emotion Recognition. | Wenjie Rao, Sheng-hua Zhong |
| 2022 | RecSys | Modeling User Repeat Consumption Behavior for Online Novel Recommendation. | Yuncong Li, Cunxiang Yin, Yancheng He, Guoqiang Xu, Jing Cai, Leeven Luo, Sheng-hua Zhong |
| 2021 | SEKE | Recurrent Neural Graph Collaborative Filtering. | Beichuan Zhang, Zhijiao Xiao, Sheng-hua Zhong |
| 2021 | SEKE | Deep Self-Attention for Sequential Recommendation (S). | Beichuan Zhang, Zhijiao Xiao, Sheng-hua Zhong |
| 2020 | EMNLP | Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis. | Yuncong Li, Cunxiang Yin, Sheng-hua Zhong, Xu Pan |
| 2020 | ICTAI | Bi-Directional Self-Attention with Relative Positional Encoding for Video Summarization. | Jingxu Lin, Sheng-hua Zhong |
| 2018 | ICTAI | Information-Oriented Evaluation Metric for Dialogue Response Generation Systems. | Peiqi Liu, Sheng-hua Zhong, Zhong Ming, Yan Liu |
| 2018 | MMM | Implicit Affective Video Tagging Using Pupillary Response. | Dongdong Gui, Sheng-hua Zhong, Zhong Ming |
| 2018 | MMM | Data Augmentation for EEG-Based Emotion Recognition with Deep Convolutional Neural Networks. | Fang Wang, Sheng-hua Zhong, Jianfeng Peng, Jianmin Jiang, Yan Liu |
| 2017 | PSIVT | Adaptive Dehaze Method for Aerial Image Processing. | Rong-Qin Xu, Sheng-hua Zhong, Gaoyang Tang, Jiaxin Wu, Yingying Zhu |
| 2016 | ICPADS | Steganalysis via Deep Residual Network. | Songtao Wu, Sheng-hua Zhong, Yan Liu |
| 2016 | ICTAI | Visual Orientation Inhomogeneity Based Convolutional Neural Networks. | Sheng-hua Zhong, Jiaxin Wu, Yingying Zhu, Peiqi Liu, Jianmin Jiang, Yan Liu |
| 2016 | KSEM | Transfer Learning Based on A+ for Image Super-Resolution. | Mei Su, Sheng-hua Zhong, Jianmin Jiang |
| 2015 | KSEM | A Temporal-Compress and Shorter SIFT Research on Web Videos. | Yingying Zhu, Chuanhua Jiang, Xiaoyan Huang, Zhijiao Xiao, Sheng-hua Zhong |
| 2013 | AAAI | Video Saliency Detection via Dynamic Consistent Spatio-Temporal Attention Modelling. | Sheng-hua Zhong, Yan Liu, Feifei Ren, Jinghuan Zhang, Tongwei Ren |
| 2012 | AAAI | Query-Oriented Multi-Document Summarization via Unsupervised Deep Learning. | Yan Liu, Sheng-hua Zhong, Wenjie Li |
| 2012 | CogSci | Attention Modeling for Face Recognition via Deep Learning. | Sheng-hua Zhong, Yan Liu, Yao Zhang, Fu-Lai Chung |
| 2010 | ICIP | A semantic no-reference image sharpness metric based on top-down and bottom-up saliency map modeling. | Sheng-hua Zhong, Yan Liu, Yang Liu, Fu-Lai Chung |