English publications → 本页收录当前学术档案中的 56 篇论文。论文元数据综合简历与公开学术记录整理，同一工作同时存在正式发表版本与预印本时，优先展示正式版本。 2026 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 DOI HTML ICML LIVEditor-14B: Lightning Unified Video Editing via In-Context Sparse Attention Shitong Shao, Zikai Zhou, Haopeng Li, and 4 more authors In ICML, 2026 DOI HTML 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 DOI HTML arXiv preprint Efficient Video Diffusion Models: Advancements and Challenges Shitong Shao, Lichen Bai, Pengfei Wan, and 2 more authors In arXiv preprint, 2026 DOI HTML 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 DOI HTML 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 DOI HTML arXiv preprint Reflective Flow Sampling Enhancement Zikai Zhou, Muyao Wang, Shitong Shao, and 4 more authors In arXiv preprint, 2026 DOI HTML CVPR FastLightGen: Fast and Light Video Generation with Fewer Steps and Parameters Shitong Shao, Yufei Gu, and Zeke Xie In CVPR, 2026 DOI HTML 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 DOI HTML 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 DOI HTML arXiv preprint Optimizing Few-Step Generation with Adaptive Matching Distillation Lichen Bai, Zikai Zhou, Shitong Shao, and 5 more authors In arXiv preprint, 2026 DOI HTML 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 DOI HTML 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 DOI HTML CVPR Accelerating Diffusion Model Training under Minimal Budgets: A Condensation-Based Perspective Rui Huang, Shitong Shao, Zikai Zhou, and 6 more authors In CVPR, 2026 Rui Huang and Shitong Shao contributed equally. DOI HTML 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 DOI HTML 2025 ICCV Golden Noise for Diffusion Models: A Learning Framework Zikai Zhou, Shitong Shao, Lichen Bai, and 4 more authors In ICCV, 2025 DOI HTML Preprint DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation Zhiqiang Shen, Ammar Sherif, Zeyuan Yin, and 1 more author In Preprint, 2025 DOI HTML 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 DOI HTML 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 DOI HTML 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 DOI HTML 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 DOI HTML 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 DOI HTML 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 DOI HTML 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 DOI HTML 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 DOI HTML 2024 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 DOI HTML 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 DOI HTML 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 DOI HTML 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 DOI HTML 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 DOI HTML 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 DOI HTML 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 DOI HTML Neurocomputing Multi-perspective analysis on data augmentation in knowledge distillation Wei Li, Shitong Shao, Ziming Qiu, and 1 more author Neurocomputing, 2024 DOI HTML NeurIPS Your Diffusion Model is Secretly a Certifiably Robust Classifier Huanran Chen, Yinpeng Dong, Shitong Shao, and 4 more authors In NeurIPS, 2024 DOI HTML arXiv preprint Precise Knowledge Transfer via Flow Matching Shitong Shao, Zhiqiang Shen, Linrui Gong, and 2 more authors In arXiv preprint, 2024 DOI HTML IJCAI Oral Rethinking Centered Kernel Alignment in Knowledge Distillation Zikai Zhou, Yunhang Shen, Shitong Shao, and 2 more authors In IJCAI Oral, 2024 DOI HTML 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 DOI HTML NeurIPS Elucidating the Design Space of Dataset Condensation Shitong Shao, Zikai Zhou, and Zhiqiang Shen In NeurIPS, 2024 DOI HTML Preprint Diffusion Models are Certifiably Robust Classifiers Huanran Chen, Yinpeng Dong, Shitong Shao, and 4 more authors In Preprint, 2024 DOI HTML 2023 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 DOI HTML 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 DOI HTML 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 DOI HTML IJCAI Oral Teaching What You Should Teach: A Data-Based Distillation Method Shitong Shao, Huanran Chen, Zhen Huang, and 3 more authors In IJCAI Oral, 2023 DOI HTML 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 DOI HTML 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 DOI HTML 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 DOI HTML 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 DOI HTML 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 DOI HTML 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 DOI HTML 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 DOI HTML 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 DOI HTML 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 DOI HTML ECCV Workshop Bootstrap Generalization Ability from Loss Landscape Perspective Huanran Chen, Shitong Shao, Ziyi Wang, and 4 more authors In ECCV Workshop, 2023 DOI HTML 2022 ACCV Oral What Role Does Data Augmentation Play in Knowledge Distillation? Wei Li, Shitong Shao, Weiyan Liu, and 3 more authors In ACCV Oral, 2022 Advisor as first author. DOI HTML 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 DOI HTML