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Chen, Jiacheng

  1. Process Reinforcement through Implicit Rewards
    2025/02/03 by Ganqu Cui, Lifan Yuan, Cui, Ganqu +45 · 115 citations
    Computer Science · #Reinforcement Learning in Robotics
  2. The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models
    2025/05/28 by Ganqu Cui, Cui, Ganqu, Yuchen Zhang +31 · 178 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
  3. MVDiffusion: Enabling Holistic Multi-view Image Generation with Correspondence-Aware Diffusion
    2023/07/03 by Shitao Tang, Tang, Shitao, Fuyang Zhang +7 · 33 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. Learning the Best Pooling Strategy for Visual Semantic Embedding
    2020/11/09 by Chen, Jiacheng, Hu, Hexiang, Wu, Hao +2 · 15 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. MapTracker: Tracking with Strided Memory Fusion for Consistent Vector HD Mapping
    2024/03/23 by Chen, Jiacheng, Wu, Yuefan, Tan, Jiaqi +2 · 18 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. MVDiffusion++: A Dense High-resolution Multi-view Diffusion Model for Single or Sparse-view 3D Object Reconstruction
    2024/02/20 by Shitao Tang, Jiacheng Chen, Tang, Shitao +15 · 16 citations
    Computer Science · Engineering · Medicine · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications
  7. LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation
    2024/03/02 by Zeyuan Ma, Hongshu Guo, Ma, Zeyuan +11 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC) #Software Engineering (cs.SE)
  8. BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps
    2020/05/10 by Zhu, Wang, Hu, Hexiang, Chen, Jiacheng +4 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. PolyDiffuse: Polygonal Shape Reconstruction via Guided Set Diffusion Models
    2023/06/02 by Jiacheng Chen, Ruizhi Deng, Chen, Jiacheng +3 · 7 citations
    Computer Science · Medicine · #Generative Adversarial Networks and Image Synthesis #Advanced Neuroimaging Techniques and Applications #Medical Image Segmentation Techniques
  10. MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks
    2024/10/14 by Chen, Jiacheng, Liang, Tianhao, Siu, Sherman +13 · 12 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning
    2023/10/12 by Zeyuan Ma, Hongshu Guo, Ma, Zeyuan +13 · 7 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE)
  12. Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning
    2025/06/04 by Shuang Chen, Y. P. Guo, Chen, Shuang +17 · 24 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) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  13. Floor-SP: Inverse CAD for Floorplans by Sequential Room-wise Shortest Path
    2019/08/19 by Chen, Jiacheng, Liu, Chen, Wu, Jiaye +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. PixMIM: Rethinking Pixel Reconstruction in Masked Image Modeling
    2023/03/04 by Yuan Liu, Liu, Yuan, Songyang Zhang +7 · 4 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 #Generative Adversarial Networks and Image Synthesis
  15. HEAT: Holistic Edge Attention Transformer for Structured Reconstruction
    2021/11/30 by Chen, Jiacheng, Qian, Yiming, Furukawa, Yasutaka · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Neural Exploratory Landscape Analysis for Meta-Black-Box-Optimization
    2024/08/20 by Ma, Zeyuan, Chen, Jiacheng, Guo, Hongshu +1 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  17. PuzzleFusion++: Auto-agglomerative 3D Fracture Assembly by Denoise and Verify
    2024/06/01 by Zhengqing Wang, Wang, Zhengqing, Jiacheng Chen +3 · 4 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 #Image Processing and 3D Reconstruction
  18. ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning
    2024/12/10 by Hongshu Guo, Guo, Hongshu, Zeyuan Ma +11 · 5 citations
    Computer Science · Engineering · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Scheduling and Optimization Algorithms
  19. Symbol: Generating Flexible Black-Box Optimizers through Symbolic Equation Learning
    2024/02/04 by Jiacheng Chen, Chen, Jiacheng, Zeyuan Ma +9 · 3 citations
    Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  20. Deep Reinforcement Learning for Dynamic Algorithm Selection: A Proof-of-Principle Study on Differential Evolution
    2024/03/04 by Hongshu Guo, Guo, Hongshu, Yining Ma +13 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  21. InternBootcamp Technical Report: Boosting LLM Reasoning with Verifiable Task Scaling
    2025/08/12 by Ping Li, Jiasheng Ye, Li, Peiji +29 · 11 citations
    Computer Science · #Topic Modeling #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications
  22. Auto-configuring Exploration-Exploitation Tradeoff in Evolutionary Computation via Deep Reinforcement Learning
    2024/04/12 by Ma, Zeyuan, Chen, Jiacheng, Guo, Hongshu +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  23. SCNet: Enhancing Few-Shot Semantic Segmentation by Self-Contrastive Background Prototypes
    2021/04/19 by Jiacheng Chen, Chen, Jiacheng, Bin-Bin Gao +9 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
  24. Improving Pixel-based MIM by Reducing Wasted Modeling Capability
    2023/08/01 by Yuan Liu, Liu, Yuan, Songyang Zhang +9 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  25. Surrogate Learning in Meta-Black-Box Optimization: A Preliminary Study
    2025/03/23 by Ma, Zeyuan, Huang, Zhiyang, Chen, Jiacheng +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)