Lichen Bai

According to our database, Lichen Bai authored at least 23 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Alignment of Diffusion Models: Fundamentals, Challenges, and Future.

Buhua Liu, Shitong Shao, Bao Li, Lichen Bai, Zhiqiang Xu, Haoyi Xiong, James T. Kwok, Sumi Helal, Zeke Xie

ACM Comput. Surv., July, 2026

Efficient Video Diffusion Models: Advancements and Challenges.

Shitong Shao, Lichen Bai, Pengfei Wan, James T. Kwok, Zeke Xie

CoRR, April, 2026

CRAFT: Aligning Diffusion Models with Fine-Tuning Is Easier Than You Think.

Zening Sun, Zhengpeng Xie, Lichen Bai, Shitong Shao, Shuo Yang, Zeke Xie

CoRR, March, 2026

Reflective Flow Sampling Enhancement.

Zikai Zhou, Muyao Wang, Shitong Shao, Lichen Bai, Haoyi Xiong, Bo Han, Zeke Xie

CoRR, March, 2026

Guidance Matters: Rethinking the Evaluation Pitfall for Text-to-Image Generation.

Dian Xie, Shitong Shao, Lichen Bai, Zikai Zhou, Bojun Chen, Shuo Yang, Jun Wu, Zeke Xie

CoRR, February, 2026

Optimizing Few-Step Generation with Adaptive Matching Distillation.

Lichen Bai, Zikai Zhou, Shitong Shao, Wenliang Zhong, Shuo Yang, Shuo Chen, Bojun Chen, Zeke Xie

CoRR, February, 2026

PISA: Piecewise Sparse Attention Is Wiser for Efficient Diffusion Transformers.

Haopeng Li, Shitong Shao, Wenliang Zhong, Zikai Zhou, Lichen Bai, Hui Xiong, Zeke Xie

CoRR, February, 2026

2025

Diffusion Dataset Condensation: Training Your Diffusion Model Faster with Less Data.

Rui Huang, Shitong Shao, Zikai Zhou, Pukun Zhao, Hangyu Guo, Tian Ye, Lichen Bai, Shuo Yang, Zeke Xie

CoRR, July, 2025

Multiphysics Bench: Benchmarking and Investigating Scientific Machine Learning for Multiphysics PDEs.

Changfan Yang, Lichen Bai, Yinpeng Wang, Shufei Zhang, Zeke Xie

CoRR, May, 2025

GMSA: Enhancing Context Compression via Group Merging and Layer Semantic Alignment.

Jiwei Tang, Zhicheng Zhang, Shunlong Wu, Jingheng Ye, Lichen Bai, Zitai Wang, Tingwei Lu, Jiaqi Chen, Lin Hai, Hai-Tao Zheng, Hong-Gee Kim

CoRR, May, 2025

CoRe²: Collect, Reflect and Refine to Generate Better and Faster.

Shitong Shao, Zikai Zhou, Dian Xie, Yuetong Fang, Tian Ye, Lichen Bai, Zeke Xie

CoRR, March, 2025

Weak-to-Strong Diffusion with Reflection.

Lichen Bai, Masashi Sugiyama, Zeke Xie

CoRR, February, 2025

Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection.

Lichen Bai, Shitong Shao, Zikai Zhou, Zipeng Qi, Zhiqiang Xu, Haoyi Xiong, Zeke Xie

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Golden Noise for Diffusion Models: A Learning Framework.

Zikai Zhou, Shitong Shao, Lichen Bai, Shufei Zhang, Zhiqiang Xu, Bo Han, Zeke Xie

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Loss-Aware Curriculum Learning for Chinese Grammatical Error Correction.

Ding Zhang, Yangning Li, Lichen Bai, Hao Zhang, Yinghui Li, Haiye Lin, Hai-Tao Zheng, Xin Su, Zifei Shan

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Efficient Visual Storytelling through Descriptive Words Distillation and Dynamic Decoding.

Zixuan Xiong, Hai Lin, Lichen Bai, Yinghui Li, Hai-Tao Zheng, Hong-Gee Kim

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Learning from Ambiguous Data with Hard Labels.

Zeke Xie, Zheng He, Nan Lu, Lichen Bai, Bao Li, Shuo Yang, Mingming Sun, Ping Li

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Frozen Language Models Are Gradient Coherence Rectifiers in Vision Transformers.

Lichen Bai, Zixuan Xiong, Hai Lin, Guangwei Xu, Xiangjin Xie, Ruijie Guo, Zhanhui Kang, Haitao Zheng, Hong-Gee Kim

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Bag of Design Choices for Inference of High-Resolution Masked Generative Transformer.

Shitong Shao, Zikai Zhou, Tian Ye, Lichen Bai, Zhiqiang Xu, Zeke Xie

CoRR, 2024

Golden Noise for Diffusion Models: A Learning Framework.

Zikai Zhou, Shitong Shao, Lichen Bai, Zhiqiang Xu, Bo Han, Zeke Xie

CoRR, 2024

IV-Mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis.

Shitong Shao, Zikai Zhou, Lichen Bai, Haoyi Xiong, Zeke Xie

CoRR, 2024

Not All Noises Are Created Equally:Diffusion Noise Selection and Optimization.

Zipeng Qi, Lichen Bai, Haoyi Xiong, Zeke Xie

CoRR, 2024

Wireless Networking for Multiple Implants Based on Metamaterial Textiles.

Fengman He, Lichen Bai, Sicheng Gu, Qihang Zeng, Xi Tian

Proceedings of the IEEE International Conference on Smart Internet of Things, 2024