Xiaofei He

1. CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation
   2022/12/16 by Yuqi Lin, Lin, Yuqi, Minghao Chen +13 · 15 citations
   Computer Science · Medicine · #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 #Multimodal Machine Learning Applications
2. AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning
   2024/05/25 by Minghao Chen, Yihang Li, Chen, Minghao +9 · 21 citations
   Computer Science · #Open Education and E-Learning #Multi-Agent Systems and Negotiation #Intelligent Tutoring Systems and Adaptive Learning
3. UniPAD: A Universal Pre-training Paradigm for Autonomous Driving
   2023/10/12 by Honghui Yang, Sha Zhang, Yang, Honghui +21 · 17 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Advanced Neural Network Applications #Robotics and Sensor-Based Localization
4. Depth Any Video with Scalable Synthetic Data
   2024/10/14 by Honghui Yang, Yang, Honghui, Di Huang +15 · 1 voice · 19 citations
   Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #cs.AI #cs.CV
5. Deep Reinforcement Learning for Sponsored Search Real-time Bidding
   2018/03/01 by Jun Zhao, Guang Qiu, Zhao, Jun +7 · 7 citations
   Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Supply Chain and Inventory Management
6. Model Compression and Efficient Inference for Large Language Models: A Survey
   2024/02/15 by Wenxiao Wang, Wei Chen, Wang, Wenxiao +15 · 15 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Performance (cs.PF) #Topic Modeling
7. CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention
   2021/07/31 by Wenxiao Wang, Wang, Wenxiao, Yao Lu +11 · 8 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) #Visual Attention and Saliency Detection
8. Learning Graph-Level Representation for Drug Discovery
   2017/09/12 by Junying Li, Li, Junying, Deng Cai +3 · 9 citations
   Computer Science · Materials Science · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Advanced Graph Neural Networks
9. GD-MAE: Generative Decoder for MAE Pre-training on LiDAR Point Clouds
   2022/12/06 by Honghui Yang, Tong He, Yang, Honghui +13 · 9 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
10. Do Wider Neural Networks Really Help Adversarial Robustness?
    2020/10/03 by Boxi Wu, Jinghui Chen, Wu, Boxi +7 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Bacillus and Francisella bacterial research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
11. PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer
    2023/05/11 by Honghui Yang, Wenxiao Wang, Yang, Honghui +13 · 8 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
12. CLRNet: Cross Layer Refinement Network for Lane Detection
    2022/03/19 by Tu Zheng, Yifei Huang, Zheng, Tu +11 · 5 citations
    Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning
13. Learning to Affiliate: Mutual Centralized Learning for Few-shot Classification
    2021/06/10 by Yang Liu, Weifeng Zhang, Liu, Yang +9 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM #Multimodal Machine Learning Applications
14. Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph
    2022/08/07 by Honghui Yang, Yang, Honghui, Zili Liu +10 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
15. COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning
    2019/06/25 by Wenxiao Wang, Cong Fu, Wang, Wenxiao +7 · 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 #Human Pose and Action Recognition #Machine Learning (cs.LG)
16. PI-RCNN: An Efficient Multi-sensor 3D Object Detector with Point-based Attentive Cont-conv Fusion Module
    2019/11/14 by Liang Xie, Xie, Liang, Chao Xiang +10 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Robotics and Sensor-Based Localization #Advanced Image and Video Retrieval Techniques
17. Why Do We Click: Visual Impression-aware News Recommendation
    2021/09/26 by Jiahao Xun, Shengyu Zhang, Xun, Jiahao +17 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Recommender Systems and Techniques
18. Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework
    2020/10/10 by Wenxiao Wang, Minghao Chen, Wang, Wenxiao +15 · 3 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 #Human Pose and Action Recognition
19. WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection
    2022/03/16 by Liang Peng, Peng, Liang, Senbo Yan +8 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Robotics and Sensor-Based Localization #Advanced Image and Video Retrieval Techniques
20. Towards Efficient Adversarial Training on Vision Transformers
    2022/07/21 by Boxi Wu, Wu, Boxi, Jindong Gu +9 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
21. Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference
    2019/07/23 by Boyuan Pan, Yazheng Yang, Pan, Boyuan +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
22. Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction
    2016/07/24 by Weizhong Zhang, Bin Na Hong, Zhang, Weizhong +11 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Text and Document Classification Technologies
23. Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control
    2024/11/04 by Yuxin Xiao, Chaoqun Wan, Xiao, Yuxin +13 · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Cloud Data Security Solutions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Security and Verification in Computing
24. Discriminator-Free Direct Preference Optimization for Video Diffusion
    2025/04/11 by Haoran Cheng, Cheng, Haoran, Dong, Qide +16 · 3 citations
    Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Video Coding and Compression Technologies
25. Smarnet: Teaching Machines to Read and Comprehend Like Human
    2017/10/08 by Zheqian Chen, Rongqin Yang, Chen, Zheqian +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
26. Adapt2Reward: Adapting Video-Language Models to Generalizable Robotic Rewards via Failure Prompts
    2024/07/20 by Yanting Yang, Minghao Chen, Yang, Yanting +13 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling