| 2026 | AAAI | SEVADE: Self-Evolving Multi-Agent Analysis with Decoupled Evaluation for Hallucination-Resistant Sarcasm Detection. | Ziqi Liu, Ziyang Zhou, Yilin Li, Mingxuan Hu, Yushan Pan, Zhijie Xu, Yangbin Chen |
| 2026 | AAAI | ReconVLA: Reconstructive Vision-Language-Action Model as Effective Robot Perceiver. | Wenxuan Song, Ziyang Zhou, Han Zhao, Jiayi Chen, Pengxiang Ding, Haodong Yan, Yuxin Huang, Feilong Tang, Donglin Wang, Haoang Li |
| 2026 | ACL | RAM-SD: Retrieval-Augmented Multi-agent framework for Sarcasm Detection. | Ziyang Zhou, Ziqi Liu, Yan Wang, Yiming Lin, Yangbin Chen |
| 2026 | WWW | Enhancing Multi-Modal Entity Alignment via Multi-Grained Decision Fusion. | Yu Xing, Qizhuo Xie, You Lv, Ziyang Zhou, Qianzi Hou, Qing Gu, Bin Chong, Tieke He |
| 2025 | CIKM | Robust Heterogeneous GNNs via Semantic Attention and Contrastive Learning. | Chongjie Zhao, Jinyan Wang, Linlin Su, Zeming Gan, Ziyang Zhou |
| 2025 | CVPR | Cross-Modal 3D Representation with Multi-View Images and Point Clouds. | Ziyang Zhou, Pinghui Wang, Zi Liang, Haitao Bai, Ruofei Zhang |
| 2025 | ICONIP | CAF-I: A Collaborative Multi-agent Framework for Enhanced Irony Detection with Large Language Models. | Ziqi Liu, Ziyang Zhou, Mingxuan Hu, Yangbin Chen, Zhijie Xu |
| 2025 | IJCAI | MutationGuard: A Graph and Temporal-Spatial Neural Method for Detecting Mutation Telecommunication Fraud. | Haitao Bai, Pinghui Wang, Ruofei Zhang, Ziyang Zhou, Juxiang Zeng, Yulou Su, Li Xing, Zhou Su, Chen Zhang, Lizhen Cui, Jun Hao, Wei Wang |
| 2025 | IJCAI | CFDONEval: A Comprehensive Evaluation of Operator-Learning Neural Network Models for Computational Fluid Dynamics. | Menghan Liu, Jianhuan Cen, Ziyang Zhou, Haolong Fan, Hongji Li, Ping Wei, Guohang Peng, Changye He, Yuzhe Qin, Yutong Lu, Qingsong Zou |
| 2024 | AAAI | MERGE: Fast Private Text Generation. | Zi Liang, Pinghui Wang, Ruofei Zhang, Nuo Xu, Shuo Zhang, Lifeng Xing, Haitao Bai, Ziyang Zhou |
| 2024 | DSAA | UIE-UnFold: Deep Unfolding Network with Color Priors and Vision Transformer for Underwater Image Enhancement. | Yingtie Lei, Jia Yu, Yihang Dong, Changwei Gong, Ziyang Zhou, Chi-Man Pun |
| 2024 | IJCAI | PDENNEval: A Comprehensive Evaluation of Neural Network Methods for Solving PDEs. | Ping Wei, Menghan Liu, Jianhuan Cen, Ziyang Zhou, Liao Chen, Qingsong Zou |
| 2024 | IJCNN | Implicit Multi-Spectral Transformer: An Lightweight and Effective Visible to Infrared Image Translation Model. | Yijia Chen, Pinghua Chen, Xiangxin Zhou, Yingtie Lei, Ziyang Zhou, Mingxian Li |
| 2024 | IJCNN | ShaDocFormer: A Shadow-Attentive Threshold Detector With Cascaded Fusion Refiner for Document Shadow Removal. | Weiwen Chen, Yingtie Lei, Shenghong Luo, Ziyang Zhou, Mingxian Li, Chi-Man Pun |
| 2024 | IJCNN | UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer. | Weiwen Chen, Yingtie Lei, Shenghong Luo, Ziyang Zhou, Mingxian Li, Chi-Man Pun |
| 2024 | SMC | DocDeshadower: Frequency-Aware Transformer for Document Shadow Removal. | Ziyang Zhou, Yingtie Lei, Xuhang Chen, Shenghong Luo, Wenjun Zhang, Chi-Man Pun, Zhen Wang |