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Yizhe Zhang

  1. Embarrassingly Simple Self-Distillation Improves Code Generation
    2026/04/01 by Ruixiang Zhang, Richard He Bai, Huangjie Zheng +3 · 36 voices · 1 citation
    #cs.CL
  2. OpenHands: An Open Platform for AI Software Developers as Generalist Agents
    2024/07/23 by Xingyao Wang, Boxuan Li, Wang, Xingyao +47 · 3 voices · 235 citations
    Computer Science · #Multi-Agent Systems and Negotiation #cs.AI #cs.CL #cs.SE
  3. DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
    2025/06/25 by Shansan Gong, Gong, Shansan, Ruixiang Zhang +11 · 6 voices · 74 citations
    Computer Science · #Model-Driven Software Engineering Techniques #cs.CL
  4. Matryoshka Diffusion Models
    2023/10/23 by Jiatao Gu, Gu, Jiatao, Shuangfei Zhai +7 · 1 voice · 16 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #AI in cancer detection
  5. Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling
    2024/01/29 by Pratyush Maini, Maini, Pratyush, Skyler Seto +9 · 3 voices · 30 citations
    Computer Science · #Natural Language Processing Techniques
  6. What Makes Good In-Context Examples for GPT-3?
    2021/01/17 by Jiachang Liu, Liu, Jiachang, Dinghan Shen +9 · 84 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
  7. Scaling Diffusion Language Models via Adaptation from Autoregressive Models
    2024/10/23 by Shansan Gong, Gong, Shansan, Shivam Agarwal +21 · 93 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  8. Training Software Engineering Agents and Verifiers with SWE-Gym
    2024/12/30 by Jiayi Pan, Pan, Jiayi, Xingyao Wang +11 · 59 citations
    Computer Science · Business, Management and Accounting · #Multi-Agent Systems and Negotiation #Distributed and Parallel Computing Systems #Business Process Modeling and Analysis
  9. Automatic and Universal Prompt Injection Attacks against Large Language Models
    2024/03/07 by Xiaogeng Liu, Liu, Xiaogeng, Zhiyuan Yu +7 · 35 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling
  10. ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities
    2024/08/08 by Jiarui Lu, Lu, Jiarui, Thomas Holleis +21 · 35 citations
    Computer Science · #Library Science and Information Systems #Semantic Web and Ontologies #Mathematics, Computing, and Information Processing
  11. Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation
    2017/06/15 by Lin Yang, Yizhe Zhang, Yang, Lin +7 · 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 #Machine Learning and Algorithms
  12. PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model
    2023/06/05 by Yizhe Zhang, Zhang, Yizhe, Jiatao Gu +9 · 12 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  13. BOOT: Data-free Distillation of Denoising Diffusion Models with Bootstrapping
    2023/06/08 by Jiatao Gu, Gu, Jiatao, Shuangfei Zhai +7 · 9 citations
    Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  14. Generating Informative and Diverse Conversational Responses via\n Adversarial Information Maximization
    2018/09/16 by Yizhe Zhang, Michel Galley, Zhang, Yizhe +11 · 7 citations
    Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model Reduction and Neural Networks #Topic Modeling
  15. Contextualized Perturbation for Textual Adversarial Attack
    2020/09/16 by Dianqi Li, Yizhe Zhang, Li, Dianqi +11 · 5 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  16. Continuously Augmented Discrete Diffusion model for Categorical Generative Modeling
    2025/10/01 by Huangjie Zheng, Shansan Gong, Zheng, Huangjie +13 · 1 voice · 8 citations
    Physics and Astronomy · Computer Science · #Opinion Dynamics and Social Influence #Advanced Statistical Modeling Techniques
  17. Learn to Reason Efficiently with Adaptive Length-based Reward Shaping
    2025/05/21 by Wei Liu, Ruochen Zhou, Liu, Wei +13 · 22 citations
    Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Evidence for Urban–Rural Disparity in Temperature–Mortality Relationships in Zhejiang Province, China
    2019/03/01 by Kejia Hu, Yuming Guo, Stefan Hochrainer-Stigler +17 · 3 citations
    Environmental Science · Medicine · #Climate Change and Health Impacts #Thermal Regulation in Medicine #Thermoregulation and physiological responses
  19. DART: Denoising Autoregressive Transformer for Scalable Text-to-Image Generation
    2024/10/10 by Jiatao Gu, Yuyang Wang, Gu, Jiatao +13 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Video Analysis and Summarization
  20. FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models
    2025/09/24 by Amin Karimi Monsefi, Monsefi, Amin Karimi, Nikhil Bhendawade +9 · 3 voices · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  21. How Far Are We from Intelligent Visual Deductive Reasoning?
    2024/03/07 by Yizhe Zhang, He Bai, Zhang, Yizhe +11 · 4 citations
    Computer Science · #Explainable Artificial Intelligence (XAI)
  22. Joint Embedding of Words and Labels for Text Classification
    2018/05/10 by Guoyin Wang, Chunyuan Li, Wang, Guoyin +13 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  23. Exploring the Design of Generative AI in Supporting Music-based Reminiscence for Older Adults
    2024/03/03 by Yucheng Jin, Wanling Cai, Jin, Yucheng +9 · 3 citations
    Psychology · Social Sciences · #Aging and Gerontology Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Identity, Memory, and Therapy #Technology Use by Older Adults
  24. Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space
    2020/04/05 by Chunyuan Li, Li, Chunyuan, Xiang Gao +11 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  25. 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
  26. Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion
    2025/04/23 by Ruixiang Zhang, Zhang, Ruixiang, Shuangfei Zhai +11 · 7 citations
    Engineering · #Concrete Properties and Behavior #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG)
  27. Navigating User Experience of ChatGPT-based Conversational Recommender Systems: The Effects of Prompt Guidance and Recommendation Domain
    2024/05/22 by Yizhe Zhang, Zhang, Yizhe, Yucheng Jin +5 · 3 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Diverse Approaches in Healthcare and Education Studies #Education and Learning Interventions #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Technology and Data Analysis
  28. Deconvolutional Paragraph Representation Learning
    2017/08/16 by Yizhe Zhang, Zhang, Yizhe, Dinghan Shen +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  29. Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation
    2024/12/18 by Kaiwen Huang, Huang, Kaiwen, Tao Zhou +11 · 5 citations
    Neuroscience · #Brain Tumor Detection and Classification
  30. Many-to-many Image Generation with Auto-regressive Diffusion Models
    2024/04/03 by Ying Shen, Shen, Ying, Yizhe Zhang +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  31. Deconvolutional Latent-Variable Model for Text Sequence Matching
    2017/09/21 by Dinghan Shen, Yizhe Zhang, Shen, Dinghan +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  32. Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling
    2024/05/31 by Jiatao Gu, Gu, Jiatao, Ying Shen +9 · 2 citations
    Computer Science · #Topic Modeling
  33. AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation
    2021/10/24 by Yizhe Zhang, Shubhankar Borse, Zhang, Yizhe +5 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Advanced Neural Network Applications #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  34. Cascade Decoder: A Universal Decoding Method for Biomedical Image Segmentation
    2019/01/15 by Peixian Liang, Liang, Peixian, Jianxu Chen +9 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Advanced Neural Network Applications
  35. LaDiR: Latent Diffusion Enhances LLMs for Text Reasoning
    2025/10/06 by Haoqiang Kang, Kang, Haoqiang, Yizhe Zhang +11 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  36. Improving Sequence-to-Sequence Learning via Optimal Transport
    2019/01/18 by Li‐Qun Chen, Chen, Liqun, Yizhe Zhang +17 · 1 citation
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  37. SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation
    2023/08/26 by Yizhe Zhang, Zhang, Yizhe, Tao Zhou +9 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Cutaneous Melanoma Detection and Management #Radiomics and Machine Learning in Medical Imaging
  38. JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets
    2018/06/08 by Yunchen Pu, Pu, Yunchen, Shuyang Dai +13 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  39. KGLens: Towards Efficient and Effective Knowledge Probing of Large Language Models with Knowledge Graphs
    2023/12/15 by Shangshang Zheng, Zheng, Shangshang, He Bai +9 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  40. EndoFinder: Online Image Retrieval for Explainable Colorectal Polyp Diagnosis
    2024/07/16 by Ruijie Yang, Yang, Ruijie, Yan Zhu +15 · 1 citation
    Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gastric Cancer Management and Outcomes #Information Retrieval (cs.IR)
  41. ESRVS: Extreme Semi-Supervised Retinal Vessel Segmentation with a Single Annotated Image
    2026/07/27 by Mingzhi Xu, Yizhe Zhang
    #cs.CV #cs.AI #cs.LG