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Lu, Zhichao

  1. Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model
    2024/01/04 by Fei Liu, Liu, Fei, Xialiang Tong +13 · 59 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE) #Speech and dialogue systems
  2. End-to-End Dense Video Captioning with Parallel Decoding
    2021/08/17 by Wang, Teng, Zhang, Ruimao, Lu, Zhichao +3 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix
    2022/06/17 by Teng Wang, Wenhao Jiang, Wang, Teng +11 · 7 citations
    Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
  4. A Systematic Survey on Large Language Models for Algorithm Design
    2024/10/11 by Fei Liu, Liu, Fei, Yiming Yao +20 · 16 citations
    Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies #Topic Modeling
  5. Multi-objective Evolution of Heuristic Using Large Language Model
    2024/09/25 by Shunyu Yao, Yao, Shunyu, Fei Liu +9 · 13 citations
    Computer Science · #Advanced Text Analysis Techniques #Text and Document Classification Technologies #Topic Modeling
  6. NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search
    2020/07/20 by Zhichao Lu, Lu, Zhichao, Kalyanmoy Deb +7 · 5 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 #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE)
  7. TokLIP: Marry Visual Tokens to CLIP for Multimodal Comprehension and Generation
    2025/05/08 by Haokun Lin, Lin, Haokun, Teng Wang +15 · 20 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  8. FaPN: Feature-aligned Pyramid Network for Dense Image Prediction
    2021/08/16 by S. Huang, Huang, Shihua, Zhichao Lu +5 · 4 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
  9. DEIM: DETR with Improved Matching for Fast Convergence
    2024/12/05 by Huang, Shihua, Lu, Zhichao, Cun, Xiaodong +3 · 10 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. GAMMA Challenge:Glaucoma grAding from Multi-Modality imAges
    2022/02/14 by Wu, Junde, Fang, Huihui, Li, Fei +26 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Understanding the Importance of Evolutionary Search in Automated Heuristic Design with Large Language Models
    2024/07/15 by Rui Zhang, Fei Liu, Zhang, Rui +9 · 7 citations
    Engineering · #Artificial Intelligence (cs.AI) #Design Education and Practice #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  12. Multiview Transformers for Video Recognition
    2022/01/12 by Yan, Shen, Xiong, Xuehan, Arnab, Anurag +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. LLM4AD: A Platform for Algorithm Design with Large Language Model
    2024/12/23 by Fei Liu, Rui Zhang, Liu, Fei +18 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques
  14. RetinaTrack: Online Single Stage Joint Detection and Tracking
    2020/03/30 by Lu, Zhichao, Rathod, Vivek, Votel, Ronny +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  15. LoRA-C: Parameter-Efficient Fine-Tuning of Robust CNN for IoT Devices
    2024/10/22 by Chuntao Ding, Xu Cao, Ding, Chuntao +9 · 5 citations
    Computer Science · Engineering · #Neural Networks and Applications #Advanced SAR Imaging Techniques #Advanced Neural Network Applications
  16. AnomalyXFusion: Multi-modal Anomaly Synthesis with Diffusion
    2024/04/30 by Jie Hu, Yawen Huang, Hu, Jie +11 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital and Cyber Forensics #FOS: Computer and information sciences #Software Engineering Research #Software Engineering Techniques and Practices
  17. Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment
    2022/08/08 by Lu, Zhichao, Cheng, Ran, Jin, Yaochu +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  18. Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation
    2022/08/14 by Lu, Zhichao, Cheng, Ran, Huang, Shihua +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  19. SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models
    2024/08/27 by Shuaijie Shen, Chao Wang, Shen, Shuaijie +13 · 4 citations
    Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications
  20. MUXConv: Information Multiplexing in Convolutional Neural Networks
    2020/03/31 by Lu, Zhichao, Deb, Kalyanmoy, Boddeti, Vishnu Naresh · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #electronic engineering #information engineering
  21. Multi-objective Neural Architecture Search with Almost No Training
    2020/11/27 by Hu, Shengran, Cheng, Ran, He, Cheng +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  22. Mitigating Social Bias in Large Language Models: A Multi-Objective Approach within a Multi-Agent Framework
    2024/12/20 by Xu, Zhenjie, Chen, Wenqing, Tang, Yi +6 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. Design Principle Transfer in Neural Architecture Search via Large Language Models
    2024/08/21 by Zhou, Xun, Wu, Xingyu, Feng, Liang +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. Towards Zero-shot Point Cloud Anomaly Detection: A Multi-View Projection Framework
    2024/09/20 by Yuqi Cheng, Yunkang Cao, Cheng, Yuqi +7 · 2 citations
    Computer Science · Environmental Science · Physics and Astronomy · #Advanced Optical Sensing Technologies #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  25. Multimodal LLM-assisted Evolutionary Search for Programmatic Control Policies
    2025/08/07 by Qinglong Hu, Hu, Qinglong, Xialiang Tong +9 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics #Topic Modeling
  26. Revisiting Residual Networks for Adversarial Robustness: An Architectural Perspective
    2022/12/21 by Huang, Shihua, Lu, Zhichao, Deb, Kalyanmoy +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. TFormer: A Transmission-Friendly ViT Model for IoT Devices
    2023/02/15 by Lu, Zhichao, Ding, Chuntao, Juefei-Xu, Felix +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  28. Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives
    2023/08/03 by Chuntao Ding, Ding, Chuntao, Zhichao Lu +7 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  29. Bilevel Optimization based on Iterative Approximation of Multiple Mappings
    2017/02/11 by Sinha, Ankur, Lu, Zhichao, Deb, Kalyanmoy +1 · 1 citation
    #FOS: Mathematics #Optimization and Control (math.OC)
  30. ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal
    2024/04/29 by Li, Zhuohao, Xie, Guoyang, Jiang, Guannan +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm
    2018/10/08 by Zhichao Lu, Lu, Zhichao, Ian Whalen +11 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Robotic Path Planning Algorithms
  32. VLM-KD: Knowledge Distillation from VLM for Long-Tail Visual Recognition
    2024/08/29 by Zaiwei Zhang, Gregory P. Meyer, Zhang, Zaiwei +9 · 1 citation
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis
  33. Rethinking Unsupervised Outlier Detection via Multiple Thresholding
    2024/07/07 by Liu, Zhonghang, Lu, Panzhong, Xie, Guoyang +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. Uncertainty-Guided Enhancement on Driving Perception System via Foundation Models
    2024/10/02 by Yang, Yunhao, Hu, Yuxin, Ye, Mao +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective
    2024/12/23 by Long, Kaifang, Guoyang Xie, Lianbo Ma +6 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection
  36. Learning from Loss Landscape: Generalizable Mixed-Precision Quantization via Adaptive Sharpness-Aware Gradient Aligning
    2025/05/08 by Ma, Lianbo, Ma, Jianlun, Zhou, Yuee +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. EvoEngineer: Mastering Automated CUDA Kernel Code Evolution with Large Language Models
    2025/10/04 by Guo, Ping, Zhu, Chenyu, Chen, Siyuan +4 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. Quantization Meets dLLMs: A Systematic Study of Post-training Quantization for Diffusion LLMs
    2025/08/20 by Lin, Haokun, Xu, Haobo, Wu, Yichen +6 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences