vix.ing · top · new · best · stats · spec

Jingjing Liu

  1. DAPO: An Open-Source LLM Reinforcement Learning System at Scale
    2025/03/18 by Qiying Yu, Zheng Zhang, Yu, Qiying +67 · 1 voice · 682 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
  2. UNITER: UNiversal Image-TExt Representation Learning
    2020/01/01 by Yen-Chun Chen, Linjie Li, Licheng Yu +5 · 87 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  3. Generative Multimodal Models are In-Context Learners
    2023/12/20 by Quan Sun, Sun, Quan, Yufeng Cui +19 · 1 voice · 70 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #cs.CV
  4. Emu3: Next-Token Prediction is All You Need
    2024/09/27 by Xinlong Wang, Xiaosong Zhang, Wang, Xinlong +47 · 176 citations
    Medicine · #Medical Imaging and Pathology Studies
  5. Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling
    2021/02/11 by Jie Lei, Linjie Li, Lei, Jie +11 · 25 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  6. StoryGAN: A Sequential Conditional GAN for Story Visualization
    2018/12/06 by Yitong Li, Li, Yitong, Zhe Gan +15 · 13 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  7. HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training
    2020/05/01 by Linjie Li, Yen-Chun Chen, Li, Linjie +9 · 14 citations
    Computer Science · #Computation and Language (cs.CL) #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) #Multimodal Machine Learning Applications
  8. Diffusion-Based Planning for Autonomous Driving with Flexible Guidance
    2025/01/26 by Yinan Zheng, Zheng, Yinan, Ruinan Liang +19 · 37 citations
    Computer Science · Engineering · #Aerospace Engineering and Control Systems #Artificial Intelligence (cs.AI) #Control and Dynamics of Mobile Robots #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotic Path Planning Algorithms #Robotics (cs.RO)
  9. Universal Actions for Enhanced Embodied Foundation Models
    2025/01/17 by Jinliang Zheng, Jianxiong Li, Zheng, Jinliang +17 · 28 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Multi-Agent Systems and Negotiation #Robotics (cs.RO) #Semantic Web and Ontologies
  10. TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation
    2021/08/12 by Jinyu Yang, Jingjing Liu, Yang, Jinyu +5 · 9 citations
    Computer Science · Medicine · #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
  11. Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference
    2025/08/04 by Yuxuan Song, Song, Yuxuan, Zhang, Zheng +39 · 67 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel Computing and Optimization Techniques #Speech Recognition and Synthesis
  12. Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models
    2021/06/01 by Linjie Li, Jie Lei, Li, Linjie +5 · 8 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  13. MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
    2025/07/03 by Hongli Yu, Tinghong Chen, Yu, Hongli +19 · 43 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
  14. Multispectral Deep Neural Networks for Pedestrian Detection
    2016/11/08 by Jingjing Liu, Shaoting Zhang, Liu, Jingjing +5 · 6 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification #Video Surveillance and Tracking Methods
  15. Relation-Aware Graph Attention Network for Visual Question Answering
    2019/03/29 by Linjie Li, Zhe Gan, Li, Linjie +5 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  16. DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening
    2023/10/10 by Bowen Gao, Gao, Bowen, Qiang Bo +15 · 12 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Computational Drug Discovery Methods #vaccines and immunoinformatics approaches #Protein Structure and Dynamics
  17. A Hybrid Retrieval-Generation Neural Conversation Model
    2019/04/19 by Yang Liu, Liu Yang, Junjie Hu +17 · 1 voice · 2 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.CL #cs.IR
  18. Contrastive Distillation on Intermediate Representations for Language Model Compression
    2020/09/29 by Siqi Sun, Sun, Siqi, Zhe Gan +9 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  19. InfoBERT: Improving Robustness of Language Models from An Information\n Theoretic Perspective
    2020/10/05 by Boxin Wang, Shuohang Wang, Wang, Boxin +11 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  20. VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation
    2021/06/08 by Linjie Li, Jie Lei, Li, Linjie +27 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  21. Tactical Rewind: Self-Correction via Backtracking in Vision-and-Language Navigation
    2019/03/06 by Liyiming Ke, Xiujun Li, Ke, Liyiming +15 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  22. ADAPT: Action-aware Driving Caption Transformer
    2023/02/01 by Bu Jin, Jin, Bu, Xinyu Liu +15 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Explainable Artificial Intelligence (XAI)
  23. Multimodal Molecular Pretraining via Modality Blending
    2023/07/12 by Qiying Yu, Yu, Qiying, Yudi Zhang +11 · 6 citations
    Materials Science · Computer Science · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Web Data Mining and Analysis
  24. X-VLA: Soft-Prompted Transformer as Scalable Cross-Embodiment Vision-Language-Action Model
    2025/10/11 by Jinliang Zheng, Jianxiong Li, Zheng, Jinliang +25 · 23 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO)
  25. Instruction-Guided Visual Masking
    2024/05/30 by Jinliang Zheng, Zheng, Jinliang, Jianxiong Li +15 · 8 citations
    Social Sciences · #Online and Blended Learning
  26. Sequential Attention GAN for Interactive Image Editing
    2018/12/20 by Yu Cheng, Zhe Gan, Cheng, Yu +7 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
  27. When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning
    2022/05/23 by Jianxiong Li, Xianyuan Zhan, Li, Jianxiong +9 · 4 citations
    Computer Science · #Reinforcement Learning in Robotics
  28. LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval
    2021/03/16 by Siqi Sun, Yen-Chun Chen, Sun, Siqi +9 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  29. Idempotence and Perceptual Image Compression
    2024/01/17 by Tongda Xu, Xu, Tongda, Ziran Zhu +19 · 5 citations
    Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  30. What Makes A Good Story? Designing Composite Rewards for Visual Storytelling
    2019/09/11 by Junjie Hu, Hu, Junjie, Yu Cheng +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  31. Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model
    2024/01/19 by Yinan Zheng, Jianxiong Li, Zheng, Yinan +11 · 6 citations
    Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Mobile Crowdsensing and Crowdsourcing
  32. EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets
    2020/12/31 by Xiaohan Chen, Chen, Xiaohan, Yu Cheng +9 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  33. VIOLIN: A Large-Scale Dataset for Video-and-Language Inference
    2020/03/25 by Jingzhou Liu, Liu, Jingzhou, Wenhu Chen +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  34. PROTO: Iterative Policy Regularized Offline-to-Online Reinforcement Learning
    2023/05/25 by Jianxiong Li, Li, Jianxiong, Xiao Hu +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
  35. CUDA Agent: Large-Scale Agentic RL for High-Performance CUDA Kernel Generation
    2026/02/27 by Weinan Dai, Hanlin Wu, Qiying Yu +13 · 3 voices · 1 citation
    Computer Science · #cs.LG #cs.AI
  36. Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior
    2025/01/31 by Tongda Xu, Xu, Tongda, Xinjie Zhang +16 · 6 citations
    Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Probabilistic and Robust Engineering Design #Statistical Methods and Inference
  37. DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning
    2024/02/28 by Jianxiong Li, Li, Jianxiong, Jinliang Zheng +21 · 4 citations
    Computer Science · #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) #Robotics (cs.RO) #Speech and dialogue systems
  38. Contrastively Smoothed Class Alignment for Unsupervised Domain Adaptation
    2019/09/11 by Shuyang Dai, Yu Cheng, Dai, Shuyang +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  39. CoopDETR: A Unified Cooperative Perception Framework for 3D Detection via Object Query
    2025/02/26 by Zhe Wang, Shaocong Xu, Wang, Zhe +13 · 5 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Video Surveillance and Tracking Methods
  40. Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection
    2020/03/19 by Zongxian Li, Li, Zongxian, Qixiang Ye +9 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
  41. The Elastic Lottery Ticket Hypothesis
    2021/03/30 by Xiaohan Chen, Chen, Xiaohan, Yu Cheng +9 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  42. Flow Matching-Based Autonomous Driving Planning with Advanced Interactive Behavior Modeling
    2025/10/13 by Tianyi Tan, Tan, Tianyi, Yinan Zheng +15 · 5 citations
    Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Human Motion and Animation #Robotic Path Planning Algorithms
  43. Calibration-free BEV Representation for Infrastructure Perception
    2023/03/07 by Siqi Fan, Fan, Siqi, Zhe Wang +7 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring
  44. Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion
    2025/02/01 by Tianyuan Zou, Zou, Tianyuan, Yang Liu +14 · 2 citations
    Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  45. Diabetes reshapes pancreatic cancer-associated endothelial niche by accelerating senescence
    2025/09/30 by Yu‐Wei Ling, Juanli Duan, Zijian Jiang +8 · 1 voice · 1 citation
    Medicine · Immunology and Microbiology · Biochemistry, Genetics and Molecular Biology · #Telomeres, Telomerase, and Senescence #Immune cells in cancer #TGF-β signaling in diseases
  46. Are code-compliant buildings ready for future climate? A case study of thermal autonomy in Australian apartments
    2026/06/11 by Jingjing Liu, Arianna Brambilla, Steven Beltrame +5 · 1 voice
    Engineering · Psychology · #Building Energy and Comfort Optimization #Facilities and Workplace Management #Sustainable Building Design and Assessment
  47. Mesa-Extrapolation: A Weave Position Encoding Method for Enhanced Extrapolation in LLMs
    2024/10/21 by Xin Ma, Ma, Xin, Yang Liu +5 · 1 citation
    Engineering · #Artificial Intelligence (cs.AI) #Electromagnetic Simulation and Numerical Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Power Line Communications and Noise #Real-time simulation and control systems
  48. MATCNN: Infrared and Visible Image Fusion Method Based on Multi-scale CNN with Attention Transformer
    2025/02/04 by Jingjing Liu, Li Zhang, Liu, Jingjing +7 · 1 citation
    Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences