| 2026 | TrajAgg: Dual-Scale Feature Aggregation with Hybrid Training for Trajectory Similarity Computation in Free Space. | Xiao Zhang, Xingyu Zhao, Yuan Cao, Bin Wang, Guiyuan Jiang, Yanwei Yu |
| 2026 | Unifying Channel Independence and Mixing: Multi-Scale Patch Recursion for Global-Local Representation Synergy in Multivariate Time Series Forecasting. | Wenhao Zhang, Chun Zhang, Wei Bai, Ning Zhang, Changxia Gao, Yuxin Jia, Chenhao Shi, Shaoxiong Pang |
| 2026 | MSAT-LDM: Toward Transferable High-Fidelity Watermarking for Latent Diffusion Model via Modular Self-Augmented Training. | Lu Zhang, Liang Zeng |
| 2026 | When Instinct Guides and Insight Grounds: Staged RL Training for LLM Agents. | Zijing Zhang, Boning Zhang |
| 2026 | FreqCycle: A Multi-Scale Time-Frequency Analysis Method for Time Series Forecasting. | Boya Zhang, Shuaijie Yin, Huiwen Zhu, Xing He |
| 2026 | Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection. | Tianxiang Zhang, Peipeng Yu, Zhihua Xia, Longchen Dai, Xiaoyu Zhou, Hui Gao |
| 2026 | Cyto-SSL: A Self-Supervised Pretraining Framework for Cytology Foundation Model. | Yiming Zhang, Rui Yan, Xiaohua Wan, Yifan Zhao, Shuang Feng, Zhetao Xu, Ying Wang, Fa Zhang, Bin Hu |
| 2026 | D²Pruner: Debiased Importance and Structural Diversity for MLLM Token Pruning. | Evelyn Zhang, Fufu Yu, Aoqi Wu, Zichen Wen, Ke Yan, Shouhong Ding, Biqing Qi, Linfeng Zhang |
| 2026 | Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models. | Fuyao Zhang, Xinyu Yan, Tiantong Wu, Wenjie Li, Tianxiang Chen, Yang Cao, Ran Yan, Longtao Huang, Wei Yang Bryan Lim, Qiang Yang |
| 2026 | Predicting Emergent Tool Use in LLMs Before It Emerges: A Proxy Perspective. | Bowen Zhang, Yan Yan, Guang Liu, Xu-Cheng Yin |
| 2026 | Domain-Aware Multi-View Contrastive Representation Learning for Protein Subcellular Localization Prediction. | Qiang Zhang, Feng Yang, Weihong Huang, Jing Feng, Juan Liu |
| 2026 | CO²IF: Language-Bridging Hyperspectral-Multispectral Image Fusion with Coordinated and Cross-modal Optimal Transport. | Mingjin Zhang, Zhongkai Yang, Fei Gao |
| 2026 | Counterfactual Question Generation Uncovering Learner Contradictions. | Bo Zhang, Hao Yu, Wenjie Dong, Yvhang Yang, Dezhuang Miao, Fengyi Song, Yanhui Gu, Xiaoming Zhang, Junsheng Zhou |
| 2026 | Evidence-aware Integration and Domain Identification of Spatial Transcriptomics Data. | Wei Zhang, Siyu Yi, Lezhi Chen, Yifan Wang, Ziyue Qiao, Yongdao Zhou, Wei Ju |
| 2026 | PatchET: Learning Enzyme Temperature Properties Through Patch-Based Neural Architectures. | Ziqi Zhang, Runze Yang, Longbing Cao, Zhaohong Deng |
| 2026 | Unified Interaction Consistency Learning for Single-Source Domain-Generalized Object Detection in Urban Scene. | Peng Zhang, Xiang Yuan, Gong Cheng |
| 2026 | Automating Complex Document Workflows via Stepwise and Rollback-Enabled Operation Orchestration. | Yanbin Zhang, Hanhui Ye, Yue Bai, Qiming Zhang, Liao Xiang, Wu Mianzhi, Renjun Hu |
| 2026 | RetouchAgent: Towards Interactive and Explainable Image Retouching with MLLM Agents. | Shuo Zhang, Xinyu Yang |
| 2026 | An Interactive Simulation Framework by Ensemble Imitation Learning Agents for Training Robust Trading Policies. | Julian Zhong-Nan Zhang, Yang Yu |
| 2026 | L2-LoRA: Improving Low-Rank Adaptation with Layer-Specific Regularization. | Xiang Zhang, Rui Xie, Shikun Zhang |
| 2026 | Adaptive Regulation via Dual-Layer Evolution (ARDE): A Multi-Agent Approach to Balancing Efficiency, Fairness, and Diversity in Crowdsourced Platforms. | Xuwen Zhang, Xiao Xue, Xia Xie, Qun Ma |
| 2026 | Single-Stage fMRI-to-3D Reconstruction via Viewpoint-Aware Embedding and Hierarchical Guidance. | Xun Zhang, Weihao Xia, Yulong Liu, Bo Yang, Alessandro Bozzon, Pan Wang |
| 2026 | Realistic Curriculum Reinforcement Learning for Autonomous and Sustainable Marine Vessel Navigation. | Xiaocai Zhang, Zhe Xiao, Maohan Liang, Tao Liu, Haijiang Li, Wenbin Zhang |
| 2026 | Agent Journey Beyond RGB: Hierarchical Semantic-Spatial Representation Enrichment for Vision-and-Language Navigation. | Xuesong Zhang, Yunbo Xu, Jia Li, Ruonan Liu, Zhenzhen Hu |
| 2026 | MetaGDPO: Alleviating Catastrophic Forgetting with Metacognitive Knowledge Through Group Direct Preference Optimization. | Lanxue Zhang, Yuqiang Xie, Fang Fang, Fanglong Dong, Rui Liu, Yanan Cao |