Zhao, Ziyu

1. InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks
   2024/01/10 by Hu, Xueyu, Zhao, Ziyu, Wei, Shuang +14 · 25 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild
   2024/02/15 by Ziyu Zhao, Zhao, Ziyu, Leilei Gan +11 · 11 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
3. 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
4. MTBench: A Multimodal Time Series Benchmark for Temporal Reasoning and Question Answering
   2025/03/21 by Jialin Chen, Chen, Jialin, Aosong Feng +16 · 13 citations
   Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Topic Modeling #Stock Market Forecasting Methods
5. Information Entropy Guided Height-aware Histogram for Quantization-friendly Pillar Feature Encoder
   2024/05/29 by Sifan Zhou, Zhihang Yuan, Zhou, Sifan +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
6. 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
7. OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use
   2025/08/06 by Hu, Xueyu, Xiong, Tao, Yi, Biao +26 · 16 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Learning Individual Treatment Effects under Heterogeneous Interference in Networks
   2022/10/25 by Zhao, Ziyu, Bai, Yuqi, Kuang, Kun +2 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Social and Information Networks (cs.SI)
9. Mix Data or Merge Models? Balancing the Helpfulness, Honesty, and Harmlessness of Large Language Model via Model Merging
   2025/02/08 by J. Joshua Yang, Yang, Jinluan, D. P. Jin +21 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
10. Each Rank Could be an Expert: Single-Ranked Mixture of Experts LoRA for Multi-Task Learning
    2025/01/25 by Ziyu Zhao, Yixiao Zhou, Zhao, Ziyu +20 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification
11. Will LLMs Scaling Hit the Wall? Breaking Barriers via Distributed Resources on Massive Edge Devices
    2025/03/11 by Shen, Tao, Zhu, Didi, Zhao, Ziyu +3 · 5 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
12. Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in Multimodal Large Language Model Security
    2024/04/08 by Yihe Fan, Yuxin Cao, Fan, Yihe +7 · 2 citations
    Computer Science · #Topic Modeling
13. Causal Agent based on Large Language Model
    2024/08/13 by Kun Kuang, Han, Kairong, 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
14. PillarTrack:Boosting Pillar Representation for Transformer-based 3D Single Object Tracking on Point Clouds
    2024/04/11 by Weisheng Xu, Sifan Zhou, Xu, Weisheng +4 · 2 citations
    Computer Science · #Video Surveillance and Tracking Methods #Human Pose and Action Recognition #Advanced Neural Network Applications
15. LogoStyleFool: Vitiating Video Recognition Systems via Logo Style Transfer
    2023/12/15 by Cao, Yuxin, Zhao, Ziyu, Xiao, Xi +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
16. 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
17. Retrieval-Augmented Mixture of LoRA Experts for Uploadable Machine Learning
    2024/06/24 by Zhao, Ziyu, Gan, Leilei, Wang, Guoyin +5 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
18. SocioBench: Modeling Human Behavior in Sociological Surveys with Large Language Models
    2025/10/13 by Wang, Jia, Zhao, Ziyu, Ni, Tingjuntao +1 · 1 citation
    #Computers and Society (cs.CY) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
19. 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
20. 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