Jialin Liu
- Deep learning for procedural content generation
2020/10/08 by Jialin Liu, Sam Snodgrass, Ahmed Khalifa +3 · 1 voice · 8 citations
Computer Science · Social Sciences · #Artificial Intelligence in Games #Video Analysis and Summarization #Digital Games and Media
- Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
2020/07/01 by Lee Xiong, Xiong, Lee, Chenyan Xiong +13 · 101 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Text and Document Classification Technologies #Topic Modeling
- Learning to Optimize: A Primer and A Benchmark
2021/03/23 by Tianlong Chen, Chen, Tianlong, Xiaohan Chen +11 · 32 citations
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC)
- Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds
2018/08/29 by Xiaohan Chen, Jialin Liu, Chen, Xiaohan +4 · 16 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks Stability and Synchronization #Optical Systems and Laser Technology
- On Representing Linear Programs by Graph Neural Networks
2022/09/25 by Ziang Chen, Chen, Ziang, Jialin Liu +7 · 8 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Optimization and Control (math.OC)
- Etalumis: Bringing Probabilistic Programming to Scientific Simulators at Scale
2019/07/08 by Atılım Güneş Baydin, Lei Shao, Wahid Bhimji +14 · 1 voice · 1 citation
Computer Science · Mathematics · #cs.LG #cs.PF #stat.ML
- On Representing Mixed-Integer Linear Programs by Graph Neural Networks
2022/10/19 by Ziang Chen, Chen, Ziang, Jialin Liu +7 · 5 citations
Engineering · Computer Science · #Vehicle Routing Optimization Methods #Scheduling and Optimization Algorithms #Constraint Satisfaction and Optimization
- StarGen: A Spatiotemporal Autoregression Framework with Video Diffusion Model for Scalable and Controllable Scene Generation
2025/01/10 by Shangjin Zhai, Zhai, Shangjin, Zhichao Ye +23 · 10 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation
- Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs
2024/06/09 by Ziang Chen, Chen, Ziang, Xiaohan Chen +7 · 6 citations
Computer Science · #Neural Networks and Applications #Machine Learning and ELM #Metaheuristic Optimization Algorithms Research
- Rethinking the Capacity of Graph Neural Networks for Branching Strategy
2024/02/11 by Ziang Chen, Chen, Ziang, Jialin Liu +7 · 4 citations
Computer Science · #Neural Networks and Applications
- Game Generation via Large Language Models
2024/04/11 by Chengpeng Hu, Hu, Chengpeng, Yunlong Zhao +3 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Multilevel Optimal Transport: a Fast Approximation of Wasserstein-1 distances
2018/09/29 by Jialin Liu, Wotao Yin, Liu, Jialin +5 · 1 citation
Mathematics · Medicine · #Geometric Analysis and Curvature Flows #Markov Chains and Monte Carlo Methods #Advanced Neuroimaging Techniques and Applications
- Interactive Evolution and Exploration Within Latent Level-Design Space\n of Generative Adversarial Networks
2020/03/31 by Jacob Schrum, Schrum, Jacob, Jake Gutierrez +9 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Neural and Evolutionary Computing (cs.NE)
- A Novel CNet-assisted Evolutionary Level Repairer and Its Applications to Super Mario Bros
2020/05/13 by Tianye Shu, Ziqi Wang, Shu, Tianye +5 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- GVGAI-LLM: Evaluating Large Language Model Agents with Infinite Games
2025/08/11 by Yuchen Li, C. C. LIN, Li, Yuchen +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
- Decoder Choice Network for Meta-Learning
2019/09/25 by Jialin Liu, Liu, Jialin, Fei Chao +7 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Machine Learning and Data Classification
- Scientific exploration, collaboration and labor division in the large language model era
2026/07/23 by Xiang Zheng, Xi Hong, Jialin Liu +1
#cs.DL #cs.AI #cs.CY