Zhang, Wenjia

1. Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL
   2023/06/07 by Peng Cheng, Cheng, Peng, Xianyuan Zhan +13 · 3 citations
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Reinforcement Learning in Robotics
2. Discriminator-Guided Model-Based Offline Imitation Learning
   2022/07/01 by Wenjia Zhang, Zhang, Wenjia, Haoran Xu +13 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
3. Stability of SGD: Tightness Analysis and Improved Bounds
   2021/02/10 by Zhang, Yikai, Zhang, Wenjia, Bald, Sammy +3 · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
4. A Manifold View of Adversarial Risk
   2022/03/24 by Zhang, Wenjia, Zhang, Yikai, Hu, Xiaoling +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Promoting and imaging intervalley coherent order in rhombohedral tetralayer graphene on MoS2
   2024/11/21 by Liao, Wei-Yu, Wang, Wen-Xiao, Zhang, Shihao +10 · 2 citations
   #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Strongly Correlated Electrons (cond-mat.str-el)
6. General Spatial Photonic Ising Machine Based on Interaction Matrix Eigendecomposition Method
   2023/06/16 by Shaomeng Wang, Wenjia Zhang, Wang, Shaomeng +5 · 1 citation
   Computer Science · Engineering · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optical Network Technologies #Optics (physics.optics) #Quantum Computing Algorithms and Architecture
7. NarrativePlay: Interactive Narrative Understanding
   2023/10/02 by Runcong Zhao, Zhao, Runcong, Wenjia Zhang +10 · 1 citation
   Computer Science · Social Sciences · #Artificial Intelligence in Games #Digital Games and Media #Multimodal Machine Learning Applications
8. PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval
   2024/02/29 by Zhu, He, Zhang, Wenjia, Huang, Nuoxian +9 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
9. CartoAgent: a multimodal large language model-powered multi-agent cartographic framework for map style transfer and evaluation
   2025/05/15 by Wang, Chenglong, Kang, Yuhao, Gong, Zhaoya +4 · 2 citations
   #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #Multiagent Systems (cs.MA) #Multimedia (cs.MM)