| 2026 | AAAI | Res-Bench: Benchmarking the Robustness of Multimodal Large Language Models to Dynamic Resolution Input. | Chenxu Li, Zhicai Wang, Yuan Sheng, Xingyu Zhu, Yanbin Hao, Xiang Wang |
| 2026 | AAAI | Effective Robotic Cloth Grasping Through Suppressing False Discoveries. | Xingyu Zhu, Zhiwen Tu, Yan Wu, Shan Luo, Hechang Chen, Yixing Gao |
| 2026 | AAAI | Hierarchical Semantic Alignment for Image Clustering. | Xingyu Zhu, Beier Zhu, Yunfan Li, Junfeng Fang, Shuo Wang, Kesen Zhao, Hanwang Zhang |
| 2026 | ACL | Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation. | Xingyu Zhu, Junfeng Fang, Shuo Wang, Beier Zhu, Zhicai Wang, Yonghui Yang, Xiangnan He |
| 2026 | EACL | SCoNE: a Self-Correcting and Noise-Augmented Method for Complex Biological and Chemical Named Entity Recognition. | Xingyu Zhu, Claire Ndellec, Balzs Nagy, Lszl Vidcs, Robert Bossy |
| 2026 | ISCAS | SPICA: Energy-Efficient SRAM-Based Multi-Precision Multi-Mode Compute-in-Memory Accelerator for AI Inference. | Xiguang Wu, Pengcheng Yang, Xingyu Zhu, Yuze Li, Yue Ma, Zhou Wang, Jiuren Zhou, Yan Liu, Genquan Han |
| 2026 | WWW | LPEdit: Locality-Preserving Knowledge Editing for MultiModal Large Language Models. | Tianyu Zhang, Junfeng Fang, Houcheng Jiang, Xingyu Zhu, Xiang Wang, Xiangnan He |
| 2026 | SIGIR | Mitigating Evidence Suppression: Bi-level Active Evidence Injection for Educational Video Understanding. | Cheng Liu, Yiping Wang, Quanlong Guan, Chaobo He, Xingyu Zhu, Liangda Fang |
| 2025 | AAAI | DreaMark: Rooting Watermark in Score Distillation Sampling Generated Neural Radiance Fields. | Xingyu Zhu, Xiapu Luo, Xuetao Wei |
| 2025 | AAAI | Mesh Watermark Removal Attack and Mitigation: A Novel Perspective of Function Space. | Xingyu Zhu, Guanhui Ye, Chengdong Dong, Xiapu Luo, Shiyao Zhang, Xuetao Wei |
| 2025 | CIKM | PERC: A Prior-Guided Framework for Classifying Long-Content Educational Resources with Imbalanced Category Distributions. | Quanlong Guan, Xiuliang Duan, Zhi Chen, Xingyu Zhu, Jianbo Huang, Xinzhong Liu, Zonglin Liu, Liangda Fang |
| 2025 | ICCV | Dynamic Multimodal Prototype Learning in Vision-Language Models. | Xingyu Zhu, Shuo Wang, Beier Zhu, Miaoge Li, Yunfan Li, Junfeng Fang, Zhicai Wang, Dongsheng Wang, Hanwang Zhang |
| 2025 | ICML | On the Power of Context-Enhanced Learning in LLMs. | Xingyu Zhu, Abhishek Panigrahi, Sanjeev Arora |
| 2025 | IROS | DarkSeg: Infrared-Driven Semantic Segmentation for Garment Grasping Detection in Low-Light Conditions. | Haifeng Zhong, Fan Tang, Hyung Jin Chang, Xingyu Zhu, Yixing Gao |
| 2025 | IROS | Generalizable Category-Level Topological Structure Learning for Clothing Recognition in Robotic Grasping. | Xingyu Zhu, Yan Wu, Zhiwen Tu, Haifeng Zhong, Yixing Gao |
| 2025 | KSEM | DARIS: Dynamic Adaptive Refinement of Interaction Sequence for Sequential Recommendation. | Wenxu Zhao, Yuheng Wu, Danhui Shi, Yongkang Li, Xingyu Zhu, Xiaona Xia |
| 2024 | AAAI | Rethinking Mesh Watermark: Towards Highly Robust and Adaptable Deep 3D Mesh Watermarking. | Xingyu Zhu, Guanhui Ye, Xiapu Luo, Xuetao Wei |
| 2024 | AAAI | Boosting Few-Shot Learning via Attentive Feature Regularization. | Xingyu Zhu, Shuo Wang, Jinda Lu, Yanbin Hao, Haifeng Liu, Xiangnan He |
| 2024 | CSCWD | YTCNet: A Real-time Algorithm for Parcel Damage Detection with Rich Features and Attention. | Zhi Chen, Cuifeng Du, Yuyu Zhou, Haoxuan Guan, Xiujie Huang, Zhefu Li, Changjiang Liu, Xiaotian Zhuang, Xingyu Zhu, Quanlong Guan |
| 2024 | DSAA | A Novel Particle Swarm Optimization Algorithm for Meta-Heuristic Analysis Mechanism Based on Population Learning Strategies and Adaptive Selection of Leadership Particles. | Yuheng Wu, Xingyu Zhu, Wenxu Zhao, Xiaona Xia |
| 2024 | ICANN | GL-NER: Generation-Aware Large Language Models for Few-Shot Named Entity Recognition. | Xingyu Zhu, Feifei Dai, Xiaoyan Gu, Bo Li, Meiou Zhang, Weiping Wang |
| 2023 | ICLR | Understanding Edge-of-Stability Training Dynamics with a Minimalist Example. | Xingyu Zhu, Zixuan Wang, Xiang Wang, Mo Zhou, Rong Ge |
| 2023 | ICRA | Clothes Grasping and Unfolding Based on RGB-D Semantic Segmentation. | Xingyu Zhu, Xin Wang, Jonathan Freer, Hyung Jin Chang, Yixing Gao |
| 2023 | USENIX | RubbleDB: CPU-Efficient Replication with NVMe-oF. | Haoyu Li, Sheng Jiang, Chen Chen, Ashwini Raina, Xingyu Zhu, Changxu Luo, Asaf Cidon |
| 2022 | AIED | Cognitive Diagnosis Focusing on Knowledge Components. | Sheng Li, Zhenyu He, Quanlong Guan, Yizhou He, Liangda Fang, Weiqi Luo, Xingyu Zhu |
| 2022 | ICIP | Maanu-Net: Multi-Level Attention and Atrous Pyramid Nested U-Net for Wrecked Objects Segmentation in Forward-Looking Sonar Images. | Yingshuo Liang, Xingyu Zhu, Jianlei Zhang |
| 2022 | IJCNN | An Enhanced Key-utterance Interactive Model with Decouped Auxiliary Tasks for Multi-party Dialogue Reading Comprehension. | Xingyu Zhu, Jin Wang, Xuejie Zhang |
| 2018 | ICA3PP | A Caching-Based Parallel FP-Growth in Apache Spark. | Zhicheng Cai, Xingyu Zhu, Yuehui Zheng, Duan Liu, Lei Xu |