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Shi, Jiaxin

  1. Simplified and Generalized Masked Diffusion for Discrete Data
    2024/06/06 by Jiaxin Shi, Kehang Han, Shi, Jiaxin +7 · 144 citations
    Computer Science · #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. Sliced Score Matching: A Scalable Approach to Density and Score Estimation
    2019/05/17 by Song, Yang, Garg, Sahaj, Shi, Jiaxin +1 · 28 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  3. Unbiased Scene Graph Generation from Biased Training
    2020/02/27 by Kaihua Tang, Yulei Niu, Tang, Kaihua +7 · 21 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  4. Functional Variational Bayesian Neural Networks
    2019/03/14 by Sun, Shengyang, Zhang, Guodong, Shi, Jiaxin +1 · 11 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  5. Human Motion Generation: A Survey
    2023/07/20 by Wentao Zhu, Xiaoxuan Ma, Zhu, Wentao +15 · 18 citations
    Computer Science · Engineering · Psychology · #Human Pose and Action Recognition #Human Motion and Animation #Social Robot Interaction and HRI
  6. TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph
    2021/04/15 by Jiaxin Shi, Shi, Jiaxin, Shulin Cao +7 · 8 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Multimodal Machine Learning Applications
  7. Informed Correctors for Discrete Diffusion Models
    2024/07/30 by Yixiu Zhao, Jiaxin Shi, Zhao, Yixiu +5 · 14 citations
    Computer Science · #Advanced Mathematical Modeling in Engineering #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Towards Better Analysis of Deep Convolutional Neural Networks
    2016/04/24 by Mengchen Liu, Liu, Mengchen, Jiaxin Shi +8 · 5 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Visual Attention and Saliency Detection #Cell Image Analysis Techniques #Image and Video Quality Assessment
  9. Message Passing Stein Variational Gradient Descent
    2017/11/13 by Zhuo, Jingwei, Liu, Chang, Shi, Jiaxin +3 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (stat.ML)
  10. Test-time regression: a unifying framework for designing sequence models with associative memory
    2025/01/21 by Ke Alexander Wang, Jiaxin Shi, Wang, Ke Alexander +3 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
  11. Explainable and Explicit Visual Reasoning over Scene Graphs
    2018/12/05 by Shi, Jiaxin, Zhang, Hanwang, Li, Juanzi · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. NeuralEF: Deconstructing Kernels by Deep Neural Networks
    2022/04/30 by Deng, Zhijie, Shi, Jiaxin, Zhu, Jun · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing
    2024/11/25 by Kaifeng Gao, Jiaxin Shi, Gao, Kaifeng +9 · 12 citations
    Computer Science · #Caching and Content Delivery #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Video Coding and Compression Technologies
  14. KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base
    2020/07/08 by Cao, Shulin, Shi, Jiaxin, Pan, Liangming +6 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  15. Generating Creative Chess Puzzles
    2025/10/27 by Xidong Feng, Vivek Veeriah, Feng, Xidong +23 · 4 voices · 2 citations
    #cs.AI #cs.LG
  16. ViD-GPT: Introducing GPT-style Autoregressive Generation in Video Diffusion Models
    2024/06/16 by Kaifeng Gao, Gao, Kaifeng, Jiaxin Shi +7 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  17. A Spectral Approach to Gradient Estimation for Implicit Distributions
    2018/06/07 by Shi, Jiaxin, Sun, Shengyang, Zhu, Jun · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  18. Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions
    2023/11/23 by Cao, Shulin, Zhang, Jiajie, Shi, Jiaxin +5 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. Sequence Modeling with Multiresolution Convolutional Memory
    2023/05/02 by Shi, Jiaxin, Wang, Ke Alexander, Fox, Emily B. · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  20. A Finite-Particle Convergence Rate for Stein Variational Gradient Descent
    2022/11/17 by Jiaxin Shi, Shi, Jiaxin, Lester Mackey +1 · 3 citations
    Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Stochastic Gradient Optimization Techniques #Machine Learning and Algorithms
  21. BEST: BERT Pre-Training for Sign Language Recognition with Coupling Tokenization
    2023/02/10 by Zhao, Weichao, Hu, Hezhen, Zhou, Wengang +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. Nonparametric Score Estimators
    2020/05/20 by Zhou, Yuhao, Shi, Jiaxin, Zhu, Jun · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  23. Learning-Order Autoregressive Models with Application to Molecular Graph Generation
    2025/03/07 by Wang, Zhe, Shi, Jiaxin, Heess, Nicolas +2 · 7 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  24. Preparing Lessons for Progressive Training on Language Models
    2024/01/17 by Pan, Yu, Yuan, Ye, Yin, Yichun +6 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. Neural Eigenfunctions Are Structured Representation Learners
    2022/10/23 by Zhijie Deng, Deng, Zhijie, Jiaxin Shi +9 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  26. Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering
    2023/05/24 by Jiajie Zhang, Shulin Cao, Zhang, Jiajie +13 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  27. Semi-crowdsourced Clustering with Deep Generative Models
    2018/10/29 by Luo, Yucen, Tian, Tian, Shi, Jiaxin +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  28. DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization
    2018/11/06 by Shi, Jiaxin, Liang, Chen, Hou, Lei +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. Cross-Lingual Transfer for Natural Language Inference via Multilingual Prompt Translator
    2024/03/19 by Xiaoyu Qiu, Qiu, Xiaoyu, Yuechen Wang +7 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  30. TWAG: A Topic-Guided Wikipedia Abstract Generator
    2021/06/29 by Zhu, Fangwei, Tu, Shangqing, Shi, Jiaxin +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. Sampling with Mirrored Stein Operators
    2021/06/23 by Shi, Jiaxin, Liu, Chang, Mackey, Lester · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  32. GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation
    2022/05/24 by Nie, Lunyiu, Cao, Shulin, Shi, Jiaxin +5 · 1 citation
    #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences
  33. Non-confusing Generation of Customized Concepts in Diffusion Models
    2024/05/11 by Lin, Wang, Chen, Jingyuan, Shi, Jiaxin +8 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. Program Transfer for Answering Complex Questions over Knowledge Bases
    2021/10/12 by Cao, Shulin, Shi, Jiaxin, Yao, Zijun +6 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  35. Re-TASK: Revisiting LLM Tasks from Capability, Skill, and Knowledge Perspectives
    2024/08/13 by Wang, Zhihu, Zhao, Shiwan, Wang, Yu +7 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. Gradient Estimation with Discrete Stein Operators
    2022/02/19 by Shi, Jiaxin, Zhou, Yuhao, Hwang, Jessica +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  37. Double Control Variates for Gradient Estimation in Discrete Latent Variable Models
    2021/11/09 by Titsias, Michalis K., Shi, Jiaxin · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  38. CANDI: Hybrid Discrete-Continuous Diffusion Models
    2025/10/26 by Pynadath, Patrick, Shi, Jiaxin, Zhang, Ruqi · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  39. G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks
    2022/12/07 by Zhongwei Wan, Wan, Zhongwei, Yichun Yin +12 · 1 citation
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education
  40. Self-Speculative Masked Diffusions
    2025/10/04 by Andrew Campbell, Valentin De Bortoli, Campbell, Andrew +5 · 1 voice · 4 citations
    Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Quantum many-body systems
  41. How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering
    2024/01/11 by Liu, Jinxin, Cao, Shulin, Shi, Jiaxin +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  42. LoRA of Change: Learning to Generate LoRA for the Editing Instruction from A Single Before-After Image Pair
    2024/11/28 by Xue Song, Song, Xue, Jiequan Cui +11 · 1 voice · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
  43. Evaluating In Silico Creativity: An Expert Review of AI Chess Compositions
    2025/10/27 by Veeriah, Vivek, Barbero, Federico, Chiam, Marcus +10 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)