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 ICMLFirst author , 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 CVPRD²C · * Equal contribution , 2026 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 NeurIPSEDC , 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 OralTST , 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 OralCCD , 2022 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