Ziyu Zhao
- LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild
2024/02/15 by Ziyu Zhao, Zhao, Ziyu, Leilei Gan +11 · 10 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Automated Systems
- LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection
2024/01/29 by Sifan Zhou, Zhou, Sifan, Liang Li +15 · 8 citations
Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
- MTBench: A Multimodal Time Series Benchmark for Temporal Reasoning and Question Answering
2025/03/21 by Jialin Chen, Aosong Feng, Chen, Jialin +16 · 13 citations
Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Topic Modeling #Stock Market Forecasting Methods
- Information Entropy Guided Height-aware Histogram for Quantization-friendly Pillar Feature Encoder
2024/05/29 by Sifan Zhou, Zhou, Sifan, Zhihang Yuan +12 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Robotics (cs.RO) #Video Analysis and Summarization
- Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network
2023/03/28 by Canyu Zhang, Zhang, Canyu, Zhenyao Wu +7 · 3 citations
Engineering · Environmental Science · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #Remote Sensing and LiDAR Applications #3D Surveying and Cultural Heritage
- Each Rank Could be an Expert: Single-Ranked Mixture of Experts LoRA for Multi-Task Learning
2025/01/25 by Ziyu Zhao, Zhao, Ziyu, Yixiao Zhou +20 · 4 citations
Computer Science · #Anomaly Detection Techniques and Applications #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification
- Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in Multimodal Large Language Model Security
2024/04/08 by Yihe Fan, Fan, Yihe, Yuxin Cao +7 · 2 citations
Computer Science · #Topic Modeling
- Causal Agent based on Large Language Model
2024/08/13 by Han, Kairong, Kun Kuang, Ziyu Zhao +6 · 2 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Text and Document Classification Technologies #Topic Modeling
- A NIR light activated self‐reporting carbon dots assembly as phototheranostics for tumor photodynamic therapy
2024/10/21 by Ziyu Zhao, Tiejin Chen, Jian Li +3 · 1 voice · 1 citation
Engineering · Materials Science · #Nanoplatforms for cancer theranostics #Carbon and Quantum Dots Applications #Luminescence and Fluorescent Materials
- DPSeg: Dual-Prompt Cost Volume Learning for Open-Vocabulary Semantic Segmentation
2025/05/16 by Ziyu Zhao, Zhao, Ziyu, Xiaoguang Li +6 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Dropping Experts, Recombining Neurons: Retraining-Free Pruning for Sparse Mixture-of-Experts LLMs
2025/09/12 by Yixiao Zhou, Ziyu Zhao, Zhou, Yixiao +15 · 4 citations
Computer Science · #Data Stream Mining Techniques #Machine Learning and Data Classification #Machine Learning and Algorithms
- TRACE: Grounding Time Series in Context for Multimodal Embedding and Retrieval
2025/06/10 by Jialin Chen, Ziyu Zhao, Chen, Jialin +13 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting #Topic Modeling