| 2026 | AAAI | Head-Aware KV Cache Compression for Efficient Visual Autoregressive Modeling. | Ziran Qin, Youru Lv, Mingbao Lin, Hang Guo, Zeren Zhang, Danping Zou, Weiyao Lin |
| 2025 | AAAI | AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning. | Guangchong Zhou, Zeren Zhang, Guoliang Fan |
| 2025 | ECAI | TopSUMseg: A Topology-Aware Swin Transformer-Mamba Framework for 3D Seismic Fault Image Segmentation. | Ran Chen, Jingyang Deng, Zeren Zhang, Ruohua Shi, Jinwen Ma |
| 2025 | ECAI | Reframing Multimodal Complex Document Layout Understanding: A Layout-Aware Multi-Source Reasoning Decision Framework. | Ran Chen, Yuyang Zhou, Jingyang Deng, Zeren Zhang, Xuefei Tong, Jinwen Ma, Qinghui Shi, Qian Xu, Yuanjun Li |
| 2025 | ICASSP | Enhancing Large Language Models on Domain-specific Tasks: A Novel Training Strategy via Domain Adaptation and Preference Alignment. | Jingyang Deng, Zeren Zhang, Jo-Ku Cheng, Jinwen Ma |
| 2025 | ICASSP | Diagram Formalization Enhanced Multi-Modal Geometry Problem Solver. | Zeren Zhang, Jo-Ku Cheng, Jingyang Deng, Lu Tian, Jinwen Ma, Ziran Qin, Xiaokai Zhang, Na Zhu, Tuo Leng |
| 2025 | ICASSP | SwapTalk: Audio-Driven Talking Face Generation with One-Shot Customization in Latent Space. | Zeren Zhang, Haibo Qin, Jiayu Huang, Jo-Ku Cheng, Yixin Li, Hui Lin, Yitao Duan, Jinwen Ma |
| 2025 | IJCAI | Diversified Experience Replay for Multi-agent Reinforcement Learning. | Guangchong Zhou, Feng Hong, Zeren Zhang, Guoliang Fan |
| 2024 | ICONIP | Decentralized Extension for Centralized Multi-Agent Reinforcement Learning via Online Distillation. | Zeren Zhang, Bin Zhang, Guangchong Zhou, Dapeng Li, Zhiwei Xu, Guoliang Fan |
| 2023 | AAAI | Consensus Learning for Cooperative Multi-Agent Reinforcement Learning. | Zhiwei Xu, Bin Zhang, Dapeng Li, Zeren Zhang, Guangchong Zhou, Hao Chen, Guoliang Fan |
| 2023 | ICASSP | PCSalmix: Gradient Saliency-Based Mix Augmentation for Point Cloud Classification. | Tao Hong, Zeren Zhang, Jinwen Ma |
| 2023 | ICONIP | Mastering Complex Coordination Through Attention-Based Dynamic Graph. | Guangchong Zhou, Zhiwei Xu, Zeren Zhang, Guoliang Fan |
| 2023 | ICONIP | SORA: Improving Multi-agent Cooperation with a Soft Role Assignment Mechanism. | Guangchong Zhou, Zhiwei Xu, Zeren Zhang, Guoliang Fan |
| 2022 | ACCV | SG-Net: Semantic Guided Network for Image Dehazing. | Tao Hong, Xiangyang Guo, Zeren Zhang, Jinwen Ma |