publications

Complete publication list for Shitong Shao, generated from a single verified bibliography.

中文论文列表 →

This page lists 56 publications currently associated with my academic profile. Metadata was consolidated from my CV and public scholarly records; formal venue versions are preferred over duplicate preprints.

2026

  1. arXiv preprint
    MaineCoon: Pursuing A Real-Time Audio-Visual Social World Model
    Lichen Bai, Tianhao Zhang, Shitong Shao, and 14 more authors
    In arXiv preprint, 2026
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  2. ICML
    LIVEditor-14B: Lightning Unified Video Editing via In-Context Sparse Attention
    Shitong Shao, Zikai Zhou, Haopeng Li, and 4 more authors
    In ICMLFirst author , 2026
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  3. arXiv preprint
    Exploring Data-Free LoRA Transferability for Video Diffusion Models
    Yuchen Wang, Wenliang Zhong, Lichen Bai, and 6 more authors
    In arXiv preprint, 2026
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  4. arXiv preprint
    Efficient Video Diffusion Models: Advancements and Challenges
    Shitong Shao, Lichen Bai, Pengfei Wan, and 2 more authors
    In arXiv preprint, 2026
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  5. arXiv preprint
    CRAFT: Aligning Diffusion Models with Fine-Tuning Is Easier Than You Think
    Zening Sun, Zhengpeng Xie, Lichen Bai, and 3 more authors
    In arXiv preprint, 2026
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  6. IEEE TPAMI
    Improved and Accelerated Text-to-Image Generation With Collect, Reflect, and Refine
    Shitong Shao, Zikai Zhou, Dian Xie, and 5 more authors
    In IEEE TPAMI, 2026
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  7. arXiv preprint
    Reflective Flow Sampling Enhancement
    Zikai Zhou, Muyao Wang, Shitong Shao, and 4 more authors
    In arXiv preprint, 2026
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  8. CVPR
    FastLightGen: Fast and Light Video Generation with Fewer Steps and Parameters
    Shitong Shao, Yufei Gu, and Zeke Xie
    In CVPR, 2026
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  9. arXiv preprint
    Guidance Matters: Rethinking the Evaluation Pitfall for Text-to-Image Generation
    Dian Xie, Shitong Shao, Lichen Bai, and 5 more authors
    In arXiv preprint, 2026
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  10. ACM Computing Surveys
    Alignment of Diffusion Models: Fundamentals, Challenges, and Future
    Buhua Liu, Shitong Shao, Bao Li, and 6 more authors
    ACM Computing Surveys, 2026
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  11. arXiv preprint
    Optimizing Few-Step Generation with Adaptive Matching Distillation
    Lichen Bai, Zikai Zhou, Shitong Shao, and 5 more authors
    In arXiv preprint, 2026
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  12. arXiv preprint
    Late-to-Early Training: LET LLMs Learn Earlier, So Faster and Better
    Ji Zhao, Yufei Gu, Shitong Shao, and 3 more authors
    In arXiv preprint, 2026
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  13. arXiv preprint
    PISA: Piecewise Sparse Attention Is Wiser for Efficient Diffusion Transformers
    Haopeng Li, Shitong Shao, Wenliang Zhong, and 4 more authors
    In arXiv preprint, 2026
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  14. CVPR
    Accelerating Diffusion Model Training under Minimal Budgets: A Condensation-Based Perspective
    Rui Huang, Shitong Shao, Zikai Zhou, and 6 more authors
    In CVPRD²C · * Equal contribution , 2026
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  15. IEEE TPAMI
    CoRe^2: Collect, Reflect and Refine to Generate Better and Faster
    Shitong Shao, Zikai Zhou, Dian Xie, and 4 more authors
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026
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2025

  1. ICCV
    Golden Noise for Diffusion Models: A Learning Framework
    Zikai Zhou, Shitong Shao, Lichen Bai, and 4 more authors
    In ICCV, 2025
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  2. Preprint
    DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation
    Zhiqiang Shen, Ammar Sherif, Zeyuan Yin, and 1 more author
    In Preprint, 2025
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  3. arXiv preprint
    OD3: Optimization-free Dataset Distillation for Object Detection
    Salwa K. Al Khatib, Ahmed Elhagry, Shitong Shao, and 1 more author
    In arXiv preprint, 2025
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  4. Neural Networks
    Prompt-Enhanced: Leveraging language representation for prompt continual learning
    Wei Li, D. M. Li, Shitong Shao, and 2 more authors
    Neural Networks, 2025
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  5. Preprint
    USMID: A Unimodal Speaker-Level Membership Inference Detector for Contrastive Pretraining
    Ruoxi Cheng, Yizhong Ding, Shuirong Cao, and 2 more authors
    In Preprint, 2025
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  6. arXiv preprint
    MagicDistillation: Weak-to-Strong Video Distillation for Large-Scale Few-Step Synthesis
    Shitong Shao, Hongwei Yi, Hanzhong Guo, and 5 more authors
    In arXiv preprint, 2025
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  7. arXiv preprint
    Magic 1-For-1: Generating One Minute Video Clips within One Minute
    Hongwei Yi, Shitong Shao, Ye Tian, and 7 more authors
    In arXiv preprint, 2025
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  8. Preprint
    Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining
    Ruoxi Cheng, Yizhong Ding, Shuirong Cao, and 2 more authors
    In Preprint, 2025
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  9. arXiv preprint
    Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection
    Lichen Bai, Shitong Shao, Zikai Zhou, and 4 more authors
    In arXiv preprint, 2025
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  10. ICLR
    IV-Mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis
    Shitong Shao, Zikai Zhou, Lichen Bai, and 2 more authors
    In ICLR, 2025
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2024

  1. arXiv preprint
    Bag of Design Choices for Inference of High-Resolution Masked Generative Transformer
    Shitong Shao, Zikai Zhou, Ye Tian, and 3 more authors
    In arXiv preprint, 2024
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  2. IEEE Transactions on Instrumentation and Measurement
    Spiking Spatiotemporal Neural Architecture Search for EEG-Based Emotion Recognition
    Wei Li, Zhihao Zhu, Shitong Shao, and 2 more authors
    IEEE Transactions on Instrumentation and Measurement, 2024
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  3. ECCV
    Auto-DAS: Automated Proxy Discovery for Training-Free Distillation-Aware Architecture Search
    Haohui Sun, Lujun Li, Peijie Dong, and 2 more authors
    In ECCV, 2024
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  4. IEEE Transactions on Emerging Topics in Computational Intelligence
    Distillation-Based Domain Generalization for Cross-Dataset EEG-Based Emotion Recognition
    Wei Li, Siyi Wang, Shitong Shao, and 1 more author
    IEEE Transactions on Emerging Topics in Computational Intelligence, 2024
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  5. CVPR Highlight
    Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching
    Shitong Shao, Zeyuan Yin, Muxin Zhou, and 2 more authors
    In CVPR Highlight, 2024
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  6. arXiv preprint
    Self-supervised Dataset Distillation: A Good Compression Is All You Need
    Muxin Zhou, Zeyuan Yin, Shitong Shao, and 1 more author
    In arXiv preprint, 2024
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  7. International Journal of Computer Assisted Radiology and Surgery
    PELE scores: pelvic X-ray landmark detection with pelvis extraction and enhancement
    Zhen Huang, Han Li, Shitong Shao, and 5 more authors
    International Journal of Computer Assisted Radiology and Surgery, 2024
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  8. Neurocomputing
    Multi-perspective analysis on data augmentation in knowledge distillation
    Wei Li, Shitong Shao, Ziming Qiu, and 1 more author
    Neurocomputing, 2024
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  9. NeurIPS
    Your Diffusion Model is Secretly a Certifiably Robust Classifier
    Huanran Chen, Yinpeng Dong, Shitong Shao, and 4 more authors
    In NeurIPS, 2024
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  10. arXiv preprint
    Precise Knowledge Transfer via Flow Matching
    Shitong Shao, Zhiqiang Shen, Linrui Gong, and 2 more authors
    In arXiv preprint, 2024
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  11. IJCAI Oral
    Rethinking Centered Kernel Alignment in Knowledge Distillation
    Zikai Zhou, Yunhang Shen, Shitong Shao, and 2 more authors
    In IJCAI Oral, 2024
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  12. IEEE Transactions on Instrumentation and Measurement
    Generalized Contrastive Partial Label Learning for Cross-Subject EEG-Based Emotion Recognition
    Wei Li, Lingmin Fan, Shitong Shao, and 1 more author
    IEEE Transactions on Instrumentation and Measurement, 2024
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  13. NeurIPS
    Elucidating the Design Space of Dataset Condensation
    Shitong Shao, Zikai Zhou, and Zhiqiang Shen
    In NeurIPSEDC , 2024
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  14. Preprint
    Diffusion Models are Certifiably Robust Classifiers
    Huanran Chen, Yinpeng Dong, Shitong Shao, and 4 more authors
    In Preprint, 2024
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2023

  1. IEEE Transactions on Biometrics Behavior and Identity Science
    2D-SNet: A Lightweight Network for Person Re-Identification on the Small Data Regime
    Wei Li, Shitong Shao, Ziming Qiu, and 2 more authors
    IEEE Transactions on Biometrics Behavior and Identity Science, 2023
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  2. IEEE Transactions on Games
    MDDP: Making Decisions From Different Perspectives in Multiagent Reinforcement Learning
    Wei Li, Ziming Qiu, Shitong Shao, and 1 more author
    IEEE Transactions on Games, 2023
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  3. IEEE Journal of Biomedical and Health Informatics
    MS-FRAN: A Novel Multi-Source Domain Adaptation Method for EEG-Based Emotion Recognition
    Wei Li, Wei Huan, Shitong Shao, and 2 more authors
    IEEE Journal of Biomedical and Health Informatics, 2023
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  4. IJCAI Oral
    Teaching What You Should Teach: A Data-Based Distillation Method
    Shitong Shao, Huanran Chen, Zhen Huang, and 3 more authors
    In IJCAI OralTST , 2023
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  5. Neurocomputing
    Hybrid knowledge distillation from intermediate layers for efficient Single Image Super-Resolution
    Jiao Xie, Linrui Gong, Shitong Shao, and 2 more authors
    Neurocomputing, 2023
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  6. Biomedical Signal Processing and Control
    A Bi-Stream hybrid model with MLPBlocks and self-attention mechanism for EEG-based emotion recognition
    Wei Li, Ye Tian, Bowen Hou, and 3 more authors
    In Biomedical Signal Processing and Control, 2023
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  7. Preprint
    Spatial-Temporal Constraint Learning for Cross-Subject EEG-Based Emotion Recognition
    Wei Li, Bowen Hou, Shitong Shao, and 2 more authors
    In Preprint, 2023
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  8. arXiv preprint
    Catch-Up Distillation: You Only Need to Train Once for Accelerating Sampling
    Shitong Shao, Xu Dai, Lujun Li, and 3 more authors
    In arXiv preprint, 2023
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  9. arXiv preprint
    Black-box Source-free Domain Adaptation via Two-stage Knowledge Distillation
    Shuai Wang, Daoan Zhang, Zipei Yan, and 2 more authors
    In arXiv preprint, 2023
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  10. arXiv preprint
    PELE scores: Pelvic X-ray Landmark Detection by Pelvis Extraction and Enhancement
    Zhen Huang, Han Li, Shitong Shao, and 5 more authors
    In arXiv preprint, 2023
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  11. arXiv preprint
    DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models
    Shitong Shao, Xiaohan Yuan, Zhen Huang, and 3 more authors
    In arXiv preprint, 2023
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  12. IEEE Transactions on Games
    Attention-Based Intrinsic Reward Mixing Network for Credit Assignment in Multiagent Reinforcement Learning
    Wei Li, Weiyan Liu, Shitong Shao, and 2 more authors
    IEEE Transactions on Games, 2023
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  13. arXiv preprint
    AIIR-MIX: Multi-Agent Reinforcement Learning Meets Attention Individual Intrinsic Reward Mixing Network
    Wei Li, Weiyan Liu, Shitong Shao, and 1 more author
    In arXiv preprint, 2023
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  14. ECCV Workshop
    Bootstrap Generalization Ability from Loss Landscape Perspective
    Huanran Chen, Shitong Shao, Ziyi Wang, and 4 more authors
    In ECCV Workshop, 2023
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2022

  1. ACCV Oral
    What Role Does Data Augmentation Play in Knowledge Distillation?
    Wei Li, Shitong Shao, Weiyan Liu, and 3 more authors
    In ACCV OralCCD , 2022
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  2. Lecture notes in computer science
    BiSMSM: A Hybrid MLP-Based Model of Global Self-Attention Processes for EEG-Based Emotion Recognition
    Wei Li, Ye Tian, Bowen Hou, and 2 more authors
    In Lecture notes in computer science, 2022
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